Conference Paper Session

Sunday, 26 June 2016

8:00 AM-9:00 AM
Conference Paper Session 1
Advances in Absorption Refrigeration

Advances in Refrigeration Systems and Alternative Refrigerants
225 (America's Center Convention Complex)
Chair: Hyojin Kim, Ph.D., New Jersey Institute of Technology
Vapor absorption chillers may be a viable alternative to vapor compression chillers and may provide significant energy savings. However, vapor absorption chillers may not be as competitive due to size and cost issues. This session explores various ways in which vapor absorption chillers can be designed and operated in a more efficient manner.

1  Modeling and Analysis of Bubble Pump Parameters for Vapor Absorption Refrigeration Systems (ST-16-C001)

Julia Aman, Turbulence and Energy Laboratory, Centre for Engineering Innovation, University of Windsor
Paul Henshaw, Ph.D., P.E., Turbulence and Energy Laboratory, Centre for Engineering Innovation, University of Windsor
David S-K Ting, Ph.D., P.E., Turbulence and Energy Laboratory, Centre for Engineering Innovation, University of Windsor
The core components of vapor absorption refrigeration systems (VARSs) are the absorber, generator, condenser and evaporator. A pump is a critical component of a VARS to circulate the refrigerant–absorbent solution from the low pressure absorber to the high pressure generator. High quality mechanical/electrical energy is required to run this pump. Furthermore, the electrical pump is exposed to the high temperature corrosive solution. A thermally-driven bubble pump, which can be powered by waste heat or solar thermal energy, offers a simple and efficient technique for lifting a liquid from lower to higher levels, after which it can flow by gravity. In the vapor absorption refrigeration cycle, a bubble pump can be used to lift the solution from the absorber to the generator and also desorb the refrigerant vapor for achieving the necessary cooling effect. The performance of a VARS strongly depends on the bubble pump parameters. So the proper modelling and analysis of bubble pump parameters is a crucial to maximize the cycle performance. Extensive theoretical and experimental research has been performed in order to use the bubble pump for VARS. Some analyses have been developed based on air-lift pumps, some did not consider friction factor effects, two-phase flow, or the gas void fraction. Laminar flow is assumed and heat loss was not included for these analytical models. Beside these factors, thermophysical properties (such as specific heat, heat of vaporization, density, viscosity, surface tension) of the solution are also important for the evaluation of bubble pump performance as well as the overall performance of it in refrigeration systems. In this study, an analytical model of a bubble pump characteristics was developed and experimental work was conducted in order to use this pump in a VARS. In the simulation model, two-phase turbulent flow with heat loss, friction, surface tension effects and other thermophysical properties was considered. The model was validated by operating the bubble pump with water at atmospheric conditions. The bubble pump performance was investigated with tube diameters of 6 to 10 mm and lifting ratios (the ratio of the height of the liquid in the tube to the tube length) of 0.6 to 0.8, and at different heat inputs. Experimental results agreed with theoretical within 14%. The maximum liquid flow rate was obtained during slug flow at 180 watts heat input, a lifting ratio of 0.8, and tube diameter of 10 mm.

2  Experimental Investigation on the Surface Tension of LiBr/H2O Solutions with Additives at Low Pressure (ST-16-C002)

Federico Lonardi, University of Kassel
Andrea Luke, Dr.Ing.
Absorption chillers represent a promising alternative to traditional vapor compression chillers, especially for the air conditioning systems. Indeed, they provide the same cooling supply without such a high electrical consumption, being driven by a low-temperature heat source. On the other side, they are not yet competitive with compression chillers because of their large size and high costs of investment. Their optimization becomes then a fundamental task to perform. Among the several components of these chillers, the absorber has been identified as the limiting one. The main obstacle is the low wetting on its tube bundle, which limits the absorption process. One way to overcome this problem is by the mean of additives. Indeed, small quantities of alcoholic surfactants in the working fluid lower the surface tension, promoting local turbulence at the vapor-liquid interface (Marangoni convection), which in turn leads to higher heat and mass transfer coefficients in the absorber. Nevertheless, only two kinds of additives are mostly used in these chillers and the experimental results available in literature are not in good agreement. The surface tension of water and aqueous lithium-bromide solution with different surfactants is experimentally investigated in this work. Common additives (e.g. 2-Ethylhexanol, 1-Octanol) as well as new additives are used. Their concentration in the solutions is varied in a wide range. The surface tension is measured according to the Pendant Drop Method. Several parameters are varied during the experiments, such as pressure, temperature and surrounding conditions. All the measurements are performed in a closed vacuum cell, in order to have the vacuum condition that occurs in the absorber, and to produce reproducible data. Results are discussed and compared with the available literature. The current study is carried out in the framework of the ITN Marie Curie “SHINE” research program financed by the European Union.

8:00 AM-9:00 AM
Conference Paper Session 2
Airflow Requirements and Modeling Approaches

Indoor Environment: Health, Comfort, Productivity
221 (America's Center Convention Complex)
Chair: Joy Altwies, Ph.D., P.E., University of Wisconsin-Madison
Different space applications and uses often dictate widely varying air flow and ventilation requirements. This session explores different and unique methods to model these requirements in three different applications: data center, laboratory and kitchens with multiple cooking appliances.

1  Experimental Study on Ventilation Requirements of Exhaust Hoods for Multiple Cooking Appliances (ST-16-C003)

Toshiya Iwamatsu, Ph.D., Central Research Institute of Electric Power Industry
Wataru Urabe, Central Research Institute of Electric Power Industry
The purpose of this research was to investigate the ventilation requirements of an exhaust hood for multiple cooking appliances. There are two types of exhaust hoods in commercial kitchens: one is for a single cooking appliance, the other is for multiple cooking appliances. The face velocity of 60 fpm (0.3m/s) at the exhaust hoods opening is usually adopted as typical ventilation rate in Japanese commercial kitchen. Though the larger size of exhaust hoods opening increase the ventilation requirements, the amount of heat generation from cooking appliances under the exhaust hood is not reflected to the ventilation requirements. It seems to be necessary to know the ventilation requirements of exhaust hoods for multiple cooking appliances because the cooking appliances installed over multiple cooking appliances are various characteristics of heat generation. We investigated whether the sum of the ventilation requirements of exhaust hoods installed over each single cooking appliance is regarded as the ventilation requirements of exhaust hood for multiple cooking appliances. We measured capture efficiencies of exhaust hoods installed over single and multiple cooking appliances. Provided that the permissive level of capture efficiency is 90 percent, the ventilation rates of exhaust hoods for a fryer, noodle cooker, and IH table (single cooking appliance) were 253 cfm (430m3/h), 221 cfm (375m3/h), 194 cfm(330m3/h), respectively. The ventilation rates of exhaust hoods for a fryer with two IH tables and a noodle cooker with two IH tables (multiple cooking appliances) were 430 cfm (730m3/h) and 470 cfm (800m3/h), respectively. The sum of the ventilation rates of exhaust hoods for a fryer with IH tables and a noodle cooker with IH tables were 642 cfm (1090m3/h) and 610 cfm (1035m3/h), respectively. The sum of the ventilation rates for single cooking appliances is higher than that measured in the case of exhaust hoods for multiple cooking appliances. These results indicate that the capture and containment performance of exhaust hoods for multiple cooking appliances is higher than that of exhaust hoods for single cooking appliances. The size of exhaust hood’s opening for multiple cooking appliances is large compared with the exhaust hoods for single cooking appliances. Therefore it is easy for the exhaust hoods for multiple cooking appliances to capture thermal plumes even if thermal plumes are expanded by air disturbance. It suggests that the sum of the ventilation rates for single cooking appliances is the simplest way to estimate the ventilation rates for multiple cooking appliances.

2  Analysis of Contaminant Flow Path and Laboratory Ventilation Effectiveness (ST-16-C004)

Kishor Khankari, Ph.D., AnSight LLC
The main goal of laboratory ventilation systems is to maintain certain levels of contaminant concentrations to provide safe environment for all personnel at all locations within the laboratory space. Laboratories frequently employ high ventilation rates with single pass outside air without any recirculation which makes laboratory ventilation systems energy intensive. The locations of supply and exhaust air play important role in determining the flow path of the supply air. Ideally the supply air should effectively sweep the laboratory space over the contaminant sources and dilute the contaminant levels without significant air recirculation. This paper with the help Computational Fluid Dynamics (CFD) analysis will evaluate the impact of various parameters on the effectiveness of contaminant removal. These parameters include the supply airflow rate, supply and exhaust locations, contaminant generation rates and locations of contaminant sources, and type of exhaust systems involving exposure control devices. Ventilation effectiveness will be evaluated by analyzing three dimensional distribution of contaminant concentration along with the three dimensional airflow patterns in the space. This analysis will provide valuable insights to practicing and design engineers related to the design and operation of laboratory ventilation systems.

3  A Hybrid Turbulence Model Coupling Strategy for CFD Simulation of a Data Center Model (ST-16-C005)

Cheng-Xian Lin, Ph.D., Florida International University
Long Phan, Florida International University
Bin Liu
Although full-field simulation using computational fluid dynamics and heat transfer (CFD/HT) tools can be applied to predict the flow and temperature fields inside data centers, their running time remains the biggest challenge to most modelers. From a simulation standpoint, there are still rooms for improving the speed of a full-field simulation process of a CFD/HT model whose bounded domain mostly consists of inviscid regions such as data center. Since the inviscid domain is mainly solved using Euler equations, the computing time for it is much faster than solving full Navier-Stokes equations with turbulent models for viscous domains. However, it is less desired to fully replace the viscous regions due its incapability of capturing the physics in these regions such as turbulence. Therefore, if inviscid domain is solved simultaneously with viscous domain, both the speed and accuracy will be much improved. In this paper, the inviscid-viscous coupling strategy is introduced in the solution domain to drastically reduce the running time while preserving the accuracy of a data center model. New criteria for dividing the inviscid, viscous regions, as well as interface region are presented. Step by step instruction on how to construct such regions for a data center model is also provided. The results show this approach’s superb simulation speed, while the accuracy is mostly retained from a full CFD/HT simulation.

9:45 AM-10:45 AM
Conference Paper Session 3
Novel Modeling Approaches

Research Summit
225 (America's Center Convention Complex)
Chair: Ratnesh Tiwari, Ph.D., University of Maryland
The session addresses modern energy modeling methods to better compare the operation of commercial buildings with self-learning modeling techniques and time-series auto regression. The session also discusses the development of baseline models for industrial facilities.

1  Development and Testing of Building Energy Model Using Non-Linear Auto Regression Neural Networks (ST-16-C007)

Nabil Nassif, Ph.D., P.E., North Carolina A&T State University
Buildings account for about 48 percent of the energy consumed in the United States. Of this energy, heating and cooling systems use about 55 percent, while lights and appliances use the other 35 percent of energy use of existing buildings. If energy-use trends continue, buildings will become the largest consumer of global energy by 2025. The development of building energy savings methods and models becomes apparently more necessary for a sustainable future. Most new buildings are equipped with modern building automation system BAS and direct digital control that have the ability to collect large amounts of data. However, even with modern technologies, those buildings are unfortunately still not operating optimally due to the absence of computational means and centralized solutions embedded into the BAS. Therefore, there is a significant need to investigate how modern computational techniques can help generate the analysis needed to gain full benefit from real-time data and at the same time perform many potential intelligent applications such as modelling, optimization, energy efficiency and energy assessment, and fault detection and diagnosis. This paper discusses the modeling methodologies for building energy system using time series auto regression artificial neural networks. The model can be integrated into energy solution tools for building energy assessment, optimization, fault detection and diagnosis, and many other applications. The model predicts whole building energy consumptions as function of four input variables, dry bulb and wet bulb outdoor air temperatures, hour of day and type of day. To train and test the models, data from twenty existing buildings and from simulations are used for the analysis. Advanced computational methods are used for data analysis and preprocessing. The wavelet basis is used to remove the noise and anomalies. Different neural network structures are tested along with various input delays to determine the one yielding the best results in term of mean square error. The results show that the developed model can provide results sufficiently accurate for its use in various energy efficiency and saving estimation applications.

2  Gaussian Process Baseline Regression Models in Industrial Facilities (ST-16-C008)

Joseph Carpenter, University of Alabama
Zheng O`Neill, Ph.D., P.E., University of Alabama
Keith Woodbury, Ph.D., P.E., University of Alabama
Due to energy becoming a prominent topic in the sciences, creating baseline energy models for buildings has become a major area of research. Baseline models help determine dependency on ambient temperature or other parameters, while also helping show if energy reduction is due to building retrofits, occupancy, or ambient temperature. Several different methods of creating a baseline models for commercial and residential buildings, however few attempts have been made to create baseline energy models in industrial facilities, with only simple methods being analyzed. Since industrial facilities account for 33% of the annual energy usage within the United States (EIA), energy usage and finding energy saving opportunities in industrial facilities needs to be analyzed. While most industrial facilities energy usage is strongly dependent on production, some can be very dependent on weather especially if the facility is being conditioned. Even in an industrial facilities major energy consumption is used for production the energy usage might still be temperature dependent due to equipment being temperature dependent (i.e. chillers, furnaces, boilers, etc.). To understand an industrial facility’s energy usage is to create a baseline energy model. Currently only change-point regression models have been commonly used for analysis in industrial facilities. An analysis of the effectiveness of using Gaussian process regression (GPR) to develop a baseline energy usage models in industrial facilities from utility bill data and hourly data is presented in this paper.  Gaussian process regression uses a covariance matrix of the input variables to construct the model compared to using a pre-defined relationship between the input-output variables. By using a covariance matrix Gaussian process regression is more flexible than traditional parametric regression models. Two case studies are presented: using utility bill data to create a Gaussian process regression model and a using hourly data to create a Gaussian process regression model. In all cases the baseline regression models gave a CV-RMSE of 20% or lower showing that hourly data or utility bill data is capable of producing accurate baseline models defined by ASHRAE Guideline 14.

9:45 AM-10:45 AM
Conference Paper Session 4
Radiant Cooling Systems

HVAC Systems and Equipment
228 (America's Center Convention Complex)
Chair: Helen R. Cerra, ChemTreat, Inc.
This session explores three applications of radiant cooling systems to reduce energy consumption to meet building cooling demands. The first presentation evaluates three applications of radiant cooling in various Indian climate zones compared to an all air system. The second discusses the possibilities of passive cooling panels to lower water temperatures below ambient dry-bulb temperatures. Lastly, the session evaluates nighttime cooling of office building with radiative cooling panels, based on studies performed in Copenhagen, Milan and Athens.

1  Passively Cooling Water below the Ambient Temperature during the Day via Radiative Sky Cooling (ST-16-C009)

Eli Goldstein, Ph.D., Stanford University
Aaswath Raman, Ph.D., Stanford University
Shanhui Fan, Ph.D., Stanford University
A panel has been developed that when exposed to the sky, will cool itself below the ambient air temperature by a mechanism known as radiative sky cooling. In this mechanism, heat is emitted from the panel’s surface to the atmosphere as long-wave infrared radiation. Since the atmosphere is transparent to long-wave infrared radiation, the panel surface is able to do heat exchange with the upper atmosphere, which is typically much colder than the ambient air temperature. Remarkably, this is an entirely passive and renewable mechanism that can be used to reject heat to the environment, even at temperatures below the ambient air temperature. Historically, this mechanism has only been accessed at night. However, we recently demonstrated that a properly designed surface can achieve the same effect during the day, making radiative sky cooling possible even under direct sunlight.

In this paper, a panel with a surface designed for radiative sky cooling is used to demonstrate the passive cooling of water below the dry-bulb temperature with no evaporative water losses, where the only energy input is to pump water. For a surface area of 0.74 m2 (8 ft2), we demonstrate water cooling of 3°C (5.4°F) below the dry-bulb temperature at a water flow-rate between 6-9 L/hr (1.6-2.4 gal/hr). This corresponds to an effective heat rejection rate between 40 and 100 W/m2 (13 and 32 Btu/hr-ft2).

One possible application of these panels is to serve as a modular cooling tower, replacing a traditional cooling tower in a water chiller system. This might be desired under conditions when water resources are constrained, and high efficiency cooling is required. To demonstrate the benefit of the cooling panels on a water chiller system, a thermodynamic analysis using the TMY3 dataset (typical meteorological data) from Las Vegas, NV is presented and the benefit on a typical office building’s cooling system is assessed.

2  Analysis of Different Configuration of Radiant Cooling System Integrated with Cooling Tower for Different Indian Climatic Zones (ST-16-C010)

Mahabir Bhandari, Ph.D., Oak Ridge National Laboratory
Jyotirmay Mathur, Dr.Ing., Malaviya National Institute of Technology
Robin Jain, Malaviya National Institute of Technology
Yasin Khan, P.E., Malaviya National Institute of Technology
Prateek Srivastava, Malaviya National Institute of Technology
Radiant cooling system has proven to be a low energy consumption system for building cooling. This study describes the use of cooling tower in radiant cooling system to improve the system efficiency. A comprehensive simulation feasibility study of the application of cooling tower in radiant cooling system was performed for the fifteen cities in different climatic zones of India. It was found that in summer, the wet bulb temperature (WBT) of the different climatic zones except warm-humid is suitable for the integration of cooling tower with radiant cooling system.  In these climates as an average 24°C to 27°C temperature of chilled water can be achieved by using cooling tower. In order to achieve the energy saving potential the three different configurations of radiant cooling system have been compared in terms of energy consumption. The different configurations are: the radiant cooling system integrated with cooling tower to provide chilled water to the floor, wall and ceiling mounted tubular installation. A variable air volume system is also coupled for the dehumidification, ventilation and additional cooling. The radiant cooling system integrated with cooling tower to provide chilled water to the wall and ceiling mounted tabular installation. In this arrangement a separate chiller has also been used to provide chilled water at 16°C to the floor mounted tubular installation. A dedicated outdoor air system is also coupled for dehumidification and ventilation purpose. The radiant cooling system integrated with cooling tower to provide chilled water to the wall mounted tabular installation and a separate chiller is used to provide chilled water at 16 °C to the floor and ceiling mounted tabular installation. A dedicated outdoor air system is also coupled for dehumidification and ventilation. A conventional all-air system has also been simulated as a baseline to compare these configurations for assessing the energy saving potential.

3  Simulation Study of Discharging PCM Ceiling Panels through Nighttime Radiative Cooling (ST-16-C011)

Eleftherios Bourdakis, Technical University of Denmark
Ongun B. Kazanci, Technical University of Denmark
Bjarne W. Olesen, Ph.D., Technical University of Denmark
Fabio Grossule, Technical University of Denmark
The energy consumption globally has been increasing drastically the past decades, mainly due to the population growth and the industrial and technological progress. In order to address this issue, the European Union has launched several directives to decrease energy use, increase energy efficiency and increase use of renewable energy sources. The aim is that by 2020 all new buildings should be nearly zero-energy buildings. A solution that could contribute to this is the combination of photovoltaic panels for the production of electricity and phase change material (PCM) for the reduction of peak cooling demand.

In the present simulation study, the coupling of nighttime radiative cooling with PCM for cooling an office room was investigated. For cooling water through nighttime radiative cooling two types of solar panels were utilized, an unglazed solar collector and photovoltaic/thermal (PV/T) panels. Apart from cold water for space cooling, the installation was capable of providing domestic hot water from both types of panels and electricity from the PV/Ts. This system was simulated for the period from 1st of May until 30th of September, under the weather conditions of Copenhagen (Denmark), Milan (Italy) and Athens (Greece).

In Athens and Milan the operative temperature was within the range of Category III of EN 15251 (23 – 26oC, 73.4 – 78.8oF) for 81% and 83% of the occupancy period respectively, while in Copenhagen it was within the range only for 63%. Furthermore, the percentage of PCM used at the end of the occupancy period was 86%, 81% and 80% for Copenhagen, Milan and Athens, respectively. Nighttime radiative cooling provided for Copenhagen 61%, for Milan 36% and for Athens 14% of the cooling energy required for discharging the PCM. Furthermore, the average cooling power per unit area provided by the PV/T panels was 43 W/m2 for Copenhagen, while for Milan and Athens it was 36 W/m2 and 34 W/m2, respectively. The cooling power of the unglazed solar collector was negligible. Finally, the total electricity produced in Copenhagen for the simulated period was 371 kWh, while for Milan and Athens it was 380 and 439 kWh, respectively.

It was concluded that the nighttime radiative cooling can be a satisfying solution for providing space cooling to office buildings. The performance of the installation could be improved by implementing a solar shading system and a more precise control strategy.

9:45 AM-10:45 AM
Conference Paper Session 5
Recent Developments with Windows

Indoor Environment: Health, Comfort, Productivity
224 (America's Center Convention Complex)
Chair: Marilyn Listvan, Ph.D., Listvan & Assoc., Consulting
As buildings continue to strive to reduce energy consumption we must look at building fenestration to minimize building heat loss and heat gain. This session evaluates options to improve window u-factor and solar heat gain while comparing occupant satisfaction based on comfort, control and visibility. This session also discusses a method for determining cost effective building envelopes for passive house applications, including glazing, insulation and window to wall ratio.

1.00  Benefits of Interior Installed High Performance Insulating Glass for Commercial Retrofit Applications: A Case Study (ST-16-C012)

Tracy Rogers
Buildings account for roughly 40 percent of all energy consumption in the United States, according to the U.S. Department of Energy (DOE).  As a result, improving the energy efficiency of buildings should be a top priority for building owners, design professionals, utility companies, allied industries, the federal government, and cities across the country. These diverse groups are working not just to build efficient new construction, but also to improve aging properties through energy retrofits.

Energy retrofits for commercial buildings focus on installing high-efficiency boilers, motors, and lighting.  However, efficiency gains from equipment can be offset by occupant discomfort due to inefficient windows, which can account for 25 percent of a typical building’s heating load in cold climates and 50 percent of the cooling load in warm climates, according to the U.S. Environmental Protection Agency.  Because equipment is sized to service a specific building’s needs, improving a building’s envelope should be addressed first, so that smaller equipment can be specified, saving on the upfront and ongoing costs.

A variety of options exist for improving the energy performance of existing commercial glazing systems including: Application of interior window films – solar heat gain. Complete window rip-out and replacement – solar heat gain and improved U-factor. Interior commercial storm windows - improved U-factor. Interior installed Low-E retrofit insulating glass unit - solar heat gain and improved U-factor

Each alternative has specific performance benefits and associated cost and convenience implications.  Solar heat gain is a primary problem with most commercial buildings having lower performance, single-glazing, regardless of climate zone.  This leads to increased cooling loads, larger sizing of HVAC equipment, higher energy costs and lower occupancy comfort levels.  Any improvement in the glazing system should incorporate technology to reduce the impact of solar heat gain through the use of high performance low-e coatings.  Concurrently for heating dominant climate zones, a substantial reduction in U-factor acts in parallel to reduce HVAC demand for heating, reduces energy costs and improve occupancy comfort levels.

This paper compares the performance benefits, cost implications and occupancy comfort factors for each of these systems with a focus on the advantages of an interior installed low-e retrofit insulating glass unit.  Such a system has been demonstrated to provide the full benefits of a rip-out and replacement at approximately 40% of the installed cost.  It includes independent case study energy analysis, installation and cost comparison, testimonial on occupancy comfort and sustainability attributes.

2.00  Occupants' Preferences and Satisfaction with the Visual Environment in Perimeter Zone Offices: A Field Study in a Building with Advanced Technology (ST-16-C013)

Seyed Amir Sadeghi, Purdue University
As a result of architectural trends, technological advances and increasing focus on energy efficiency, buildings with high performance envelope and HVAC systems, large window-to-wall ratio, motorized window shades, smart lighting controls and Building Automation Systems (BAS) have found their way into the market. With a focus on this building type and dynamic environments such as offices in perimeter zones, this paper presents results of a long-term field study with a large number of human test-subjects, aiming to advance our understanding of (a) occupants’ interactions with shading and electric lighting control systems; and (b) their preferences and satisfaction with the visual environment.

To investigate the impact of  environmental control on occupants’ comfort, satisfaction level and subjective productivity, four identical side-by-side offices with different control setups and interfaces, ranging from fully automated to fully manual and from low-level of accessibility (wall switches) to high-level of accessibility (remote controllers or modular web interfaces) were selected for the purpose of this study. The experimental study includes monitoring of physical variables, actuation and operating status of building systems and online surveys of occupants’ perception of environmental variables as well as their personal characteristics and attributes.

Compared to previous studies conducted in buildings with non-motorized blinds and artificial lights without dimming options, our results show substantial differences in dynamics and frequency of human-shading and –electric lighting interactions for buildings equipped with this advanced technology. Moreover, it was found that comfort with amount of light and visual conditions, satisfaction with window view, and subjective productivity are all maximized in offices with manual control setups and occupants are comfortable with a wide range of indoor illuminance when they have control over their environment. These results also demonstrate occupants’ strong preference for customized indoor climate and the outcomes support the development of personalized controls, which will be discussed in the paper.

11:00 AM-12:30 PM
Conference Paper Session 6
Diverse HVAC Applications

Fundamentals and Applications
224 (America's Center Convention Complex)
Chair: Neil P. Leslie, P.E., Gas Technology Institute
Unique facilities often require unusual design strategies in order to achieve acceptable IAQ and energy efficiency. This session reviews three distinctive uses of CHP, liquid-to-air heat exchange and demand control ventilation to accomplish the HVAC goals in three unique applications.

1  Practical Approach and Method of Demand Control Ventilation in an Animal Facility with 50% HVAC Energy Saving (ST-16-C014)

Masaya Ishihara, Azbil Corporation Building Systems Company
In this presentation, valuable information about demand control ventilation (DCV) in laboratory animal facilities will be shown as stated below. 1) Practical approach and method of DCV by indoor air quality (IAQ) sensing, 2) Actual trend graphs of IAQ sensing and ventilation rates which are synchronized with animal biorhythm (circadian rhythm) and 3) Successful results of saving HVAC energy by reducing total ventilation.

 In a major Japanese laboratory animal facility, a multiplexed IAQ sensing system which continually measures certain types of IAQ values at multiple locations was installed, and VAV control which varies ventilation rates based on those IAQ measurements was implemented. Because it was a first trial of automated DCV in Japan, target areas were confined to two (one rodents’ and one primates’) animal holding rooms, and a step-by-step approach was taken as follows. 1) In order to find out the correlation between ventilation rates and IAQ values, ventilation rates was changed manually (6, 9, 12, 15 ACH for every 2 weeks) with continuing multiplexed IAQ sensing. 2) Based on the results of the foregoing analysis, automated DCV in accordance with concentration differences between supply and room (or room exhaust) air was implemented. The DCV was tried under the conditions of three series of set points (“low”, “middle” and “high”). In the case of “low” set points, ACH varied synchronized with animal biorhythm (circadian rhythm) and total ventilation was saved by 20.6-27.5%. On the other hand, in the case of “high” set points, ACH almost did NOT increase except during the in-room activity (e.g., cage changing or room cleaning) and total ventilation was saved by 47.5-48.7%

2  Mechanical Ventilation and Air Conditioning for Underground Science Facility (ST-16-C015)

Cillian Brown
Deepak Kandra, P.E., Arup
Richard Potter, P.E., Arup
The safe and effective operation of a science facility deep underground poses a number of ventilation and cooling challenges. Ventilation air must be delivered from the surface to the occupied space and conditioned to meet the space requirements. Exhaust air and heat generated by the facility and its supporting infrastructure must be removed from the underground spaces and rejected back to the surface. The mechanical design must overcome these challenges while limiting its footprint given the high cost of underground excavation.

This paper will present the details of the mechanical ventilation and cooling design for a science facility located 4,850 ft underground in a former gold mine. The site will be comprised of 3 large caverns and a network of tunnels to be excavated over 6 phases. The installation of airside and waterside equipment will take place as the excavation proceeds posing operational challenges in meeting the space requirements. Mine ventilation air will be cooled and supplied to the experiment caverns through water cooled air handling units picking up heat from the spaces. Exhaust fans remove air from the space meeting the air change requirement and deliver the air to an underground spray chamber. The spray chamber is an excavated space where condenser water from the chiller is sprayed into the exhaust airstream. The exhaust airstream picks up heat from the sprayed water and returns to the surface through a vertical borehole while cooled condenser water returns to the chillers.

The paper also presents the constructability considerations which are a result of the phased excavation and operation of the facility. The mechanical design is flexible to limit the incremental changes between phases while maximizing the use of the excavated space and minimizing the client’s costs.

3  Decreasing the Primary Energy Demand in the Industrial Sector By Modifying and Linking the Energy Flows in a Plastic Factory (ST-16-C016)

Long Phan, Florida International University
Johannes Wagner, University of Kassel
Heiko Dunkelberg
Conrad Hannen
Alexander Schluter
Jens Hesselbach
Cheng-Xian Lin, Ph.D., Florida International University
Energy efficiency in the industrial processes  has great potential to reduce the energy demand, as well as green house gases emission, which is the most concerned topic in the gobal warming debate. In fact, the improvement of energy efficiency and an intelligent linkage of the energy consumer, distribution, storage, and energy supply are the keys to lower the energy consumption in the industry. In this paper, the research is focused on the study of these combinations in the industry via a plastic factory case study at different climate conditions. The plastic processing industry uses mainly electric power for their machines and facilities. Especially, plastic products for the food and pharmaceutical sector requires significant demands on air temperature and humidity control. This leads to high energy requirements on the power supply system. In order to obtain flexibitlity in using machines from many different energy sources such as CHP processes, the burning of gas, or electrical grid, the electrical heating method is changed to thermal oil heating in many production machines. The reconstruction of many molding machines, building techonolgy, and the thermal grids in the plastic factory enhances the use of heat generated by a CHP unit. In addition, by changing the refrigeration supply from a compression to an absorption chiller, the use of the heat is increased even further. From a case study presented, the primary energy demand is lowered by up to 57 percent. The study shows the energy savings potential for a manufacturing company located in three different locations: in Germany, Canada and the USA.

11:00 AM-12:30 PM
Conference Paper Session 7
Examples of Smart Controls

Smart Building Systems/Remote Monitoring and Diagnostics
225 (America's Center Convention Complex)
Chair: Michael Sherber, P.Eng., The Firma Group, Inc.
Smart (or smarter) control systems play an increasingly important role in optimizing all aspects of an HVAC system. This session examines four different uses of smart controls to substantially improve the operation of fan systems, valve operation, a district cooling system and an aquifer thermal energy storage system.

1  Demonstration of Energy Saving and Control Performance of Tiered Trim and Respond Method in AHU Static Pressure Reset (ST-16-C017)

Xiaohui (Joe) Zhou, Ph.D., P.E., Iowa Energy Center
Both the ASHRAE Standard 90.1 and California Title 24 Building Energy Efficiency Standards require AHU supply duct pressure setpoints on variable-air-volume (VAV) systems with direct digital controls (DDC) be reset at the zone level. While many different implementation methods have been proposed, the Trim and Respond (TR) method is one of the more popular strategies. Although the TR methods are popular many are difficult to successfully implement due to issues maintaining stable control, complexity of tuning parameters, or sacrificed zone level comfort. A newer “Tiered Trim and Respond” (TTR) strategy has improved control stability, increased response time and eased implementation in the field compared to the traditional TR method, while achieving similar fan energy savings. The TTR method recognizes that the instability of the Trim and Respond (TR) methods is often caused by targeting the system’s maximum damper position at nearly 100% open. At these extreme positions the system is most sensitive to disturbances or load changes and therefore stable control is difficult. The TTR method compares the maximum VAV damper command or position value to three different tiers of high/low thresholds, and responds by varying the trim and respond rates to adjust the static pressure set points. The targeted average maximum VAV damper value is lowered from the traditionally recommended 95% or 98% open position to a lessor range of 80% to 90% open. The TTR method pushes the setpoints slightly off the “ideal static pressure curve”, but provides more stable system control while maintaining a quick response to load changes. The TTR method is being implemented in a year-long demonstration at five different building sites in various building types and usage on four different building automation systems. Preliminary demonstration results show that among seven AHUs fan energy savings vary from 6% ~ 47% with the TTR compared their normal or existing fixed static pressure control setup.  In four of the RTUs the fan energy savings are 33% to 36%. Additionally, two of the demonstration AHUs utilize two implementations of Trim and Respond strategies. The TTR method is more responsive to load changes and maintains better indoor air quality while using a similar amount of fan energy. This paper describes the TTR methodology, the five demonstration sites and their direct digital systems, the preliminary energy savings compared to fixed static pressure control, and control performance characteristics compared to two different TR methods.

2  Smart Buildings Model Predictive Control of an Aquifer Thermal Energy Storage System (ST-16-C018)

Wim Zeiler, Eindhoven University of Technology
Jasper Hoving
Gert Boxem, TU Eindhoven
A rapidly growing amount of office buildings in the Netherlands is using an Aquifer Thermal Energy Storage (ATES) system. An ATES system uses a well pump to extract cold groundwater for cooling. The returned warm water is injected and stored in a second well. During winter this warm water is used for heating and the returned cold water is injected again in the first well. An optimal functioning ATES system can significantly reduce energy use and CO2emissions of an office building. An essential condition for optimal ATES operation is the thermal balance of the system. Office buildings typically store much more heat than cold, causing the entire underground slowly to heat up and causing cooling capacity problems on the long term. This is compensated by using cold outdoor air to store additional cold during the winter, called regeneration. In this research a methods were evaluated to keep the thermal storage in balance Model Predictive Control (MPC) is used to control the amount of regenerated cold to maintain the ATES balance. The key element in the method is the reference model to calculate the expected stored amount and use as model for MPC. A reference model was constructed based on a case study building and it contains three main blocks: ATES, Heating/Ventilation/Air-conditioning (HVAC) and load simulation. For the ATES system a lightweight finite element simulation method is developed, based on an axisymmetric grid. An additional method was developed to reconstruct the injected water temperatures and volumes, because these were not measured in the case study installation. The HVAC and load simulation models are based on logged building management system (BMS) data. The use of BMS data has the large advantage that models are easily configured and can automatically adjust to changes in the building. Using MPC it was possible to keep the ATES in balance over a simulated 20 years period. By using a slight cold surplus as target, the effect of exceptionally warm winters is minimal and extraction temperatures are very constant. For the case study building it can be concluded that MPC, using the developed reference model, is capable of automatically maintaining the ATES balance. Because the case study building type and size is comparable to the majority of the new Dutch office buildings, it is expected that large parts of the method are universally applicable.

3  Minimizing Primary Energy Consumption in District Cooling System: A Showcase of the Impact of Online Optimization Control (ST-16-C019)

Kenichi Matsuoka, CEng, Azbil corporation

Khin Zaw, Ph.D.
District cooling system (DCS) consists of chillers, cooling towers and pumps, and is widely used owing to high energy efficiency. However, due to higher energy costs and greenhouse gas emission issues, more energy-efficient total plant operation, not only the chiller system but also the cooling water system, is required to reduce the energy consumption and CO2 emission. In this report, we will present real-time online optimization control, to minimize the energy consumption, in district cooling plants.  As well as the theoretical background for real-time online optimization control methodology, the report contains examples of successful application including the reduction in primary energy consumption rates. Herein, the objective function of the optimization is to minimize the primary energy consumption rate whilst satisfying chilled water demand, and the optimization controls are constructed and realized by:  Optimum Chiller control, Optimum cooling tower control, Optimum cooling water pump control, Optimum primary pump control and Optimum secondary pump control. The effectiveness of the real-time online optimization control methodology and the actual reduction of the primary energy consumption by applying the optimization are shown based on the result of operation data.

4  Improving Valve Operation Using Cascade Control in Single Zone Air Handling Units (ST-16-C020)

Kaustubh Phalak, University of Miami
Gang Wang, P.E., University of Miami
Jose Varona
Single zone (SZ) air handling units (AHU) are widely applied in a large conditioned spaces. A SZ AHU typically consists of a chilled water cooling coil, a hot water heating coil and a supply fan. For a constant volume (CV) SZ AHU or variable air volume (VAV) SZ AHU operating at a minimum airflow, the control valve of either the cooling coil or heating coil is modulated to vary the supply air temperature and consequently control space air temperature. Traditionally, a single control loop is applied to modulate the control valve directly based on the space air temperature. The traditional control is simplistic in nature however, suffers significant drawbacks. Due to the thermal capacity of both the water in the coils and the air in the conditioned space, the system often becomes unstable if the controller is not well tuned. On the other hand, cascade control makes the control system more adaptive and robust. A cascade control can be applied to SZ AHU in order to stabilize the system. The primary controller reads the room air temperature and determines the required supply air temperature for secondary controller which then controls the heating/cooling coil valve. The purpose of this paper is to demonstrate the stability of the cascade control method in SZ AHU system, theoretically and experimentally. First a theoretical model of the single zone AHU system with transfer functions is developed and root-locus analysis is performed with MATLAB. Then the experiment is conducted on a SZ AHU to evaluate the system performance using the traditional and cascade control respectively. The simulation and experiment results shows the cascade control stabilizes the system operation.

1:30 PM-3:00 PM
Conference Paper Session 8
System Design, Diagnostics and Operation

Smart Building Systems/Remote Monitoring and Diagnostics
225 (America's Center Convention Complex)
Chair: David E. Claridge, Ph.D., P.E., Texas A&M University
This session discusses different methods to evaluate fault readings within a building HVAC system. The first study evaluates water and air system faults with system head and power to minimize computational down time, while another looks at a hazard and operability analysis (HAZOP) for the whole building and a third study looks at incorporating fundamental psychometric equations in the DDC control logic to locate defective sensors. Lastly, this session evaluates the importance of ongoing commissioning on smart building systems to help operators maintain energy efficiency.

1  No-Cost Air Conditioning System Diagnostics Using Fundamental Equations and Existing Controls (ST-16-C021)

Maribella Ibarra, P.E.
Building operators can save significant amounts of time by using Direct Digital Control (DDC) system programming logic and by creating concise Building Monitoring System (BMS) screens to troubleshoot heating, ventilating, and air conditioning (HVAC) systems.  They can also drive down energy costs.  A mature energy efficiency utility has proposed the use of fundamental psychrometric formulas and parameters into DDC systems’ control logic to check sensor accuracy, improve equipment performance, and to verify valve and damper operation.  Relative humidity sensors are used to control humidifiers and dehumidification coils, and have been indirectly used to calculate enthalpy in economizers. The application of fundamental HVAC formulas into the DDC control logic identifies inaccuracies in relative humidity sensors, which, if left uncorrected can result in poor economizer performance, or unnecessary humidification and/or dehumidification. These problems frequently increase the cost of operation of the HVAC equipment. The utility also has applied outdoor air dew point calculations to check sensor performance and to optimize chiller and humidification system performance.  This paper will define dew point under several conditions, describe how it differs from relative humidity, and describe their effects on latent and sensible cooling and heating loads.  It will also present psychrometric facts and how they can be used to check the performance of HVAC systems.  For example, if the chilled water temperature is higher than the entering  air dew point temperature of a cooling coil, the coil will not remove any moisture from the entering air; therefore, the dew point will remain the same.  Programing this logic into the DDC can be done with simple “if” statements, and can be used to identify faulty sensors.  The paper will present a sample programming statement that can be modified to the facility’s DDC system programming language. The paper will also describe how, once the logic statement is entered into the DDC, it is important that the BMS screens are easy to evaluate and thus make it easy for operators to troubleshoot any system performance issues. An example of a fault detection screen for air handling unit economizers and an outdoor air weather station will also be included.

2  Handling Discrepancies in Building Reactive Management Using HAZOP and Diagnosis Analysis (ST-16-C022)

Mahendra Singh, Grenoble-INP
Complexities, with the modern smart buildings are continuously increasing with time. Building automation systems encompass many sensors and controllers to achieve the desired level of comfort. However, in reality it is difficult to achieve the perceived comfort because of different faults, occupant misusages and their consequences. Though, sometimes occupants do not well aware with the origin of different causes and their unusual impact on comfort and cost. In order to fill the gap between expectation or what was planned before and reality, building energy management systems (BEMS) need to be designed in such a way that they will be able to react or advise different reactive actions to the occupants. Considering real time scenarios all major anomalies primarily arises from three main sources: Different failures in buildings including HVAC, Misusage i.e. human irrelevant behaviors and Various unplanned situations related to occupancy and appliances. Above abnormal situations could cause huge penalty over occupant’s comfort and operational cost. Potential faults and their causes need to be identified. Present work considers a hazard and operability analysis (HAZOP) for the whole building system. HAZOP is used to perform a detail analysis of all possible causes of discrepancies in building operation. HAZOP is a qualitative approach but it can be quantified by using “Risk assessment matrix” based on the frequency and severity of faults. According to HAZOP analysis, building facility is divided in different sub-systems and each sub-system is studied in detail. Each sub-system assigned with a variable and deviations from the normal range of these variables are considered as symptoms. Considering the detected symptoms, a global signature table can be computed. However due to presence of non-isolable causes this table is further reduced to observable signature table. To avoid the decision error a minimal set of diagnosis is performed on the basis of difference between computed and observable signatures. Further, all the possible risks are ranked according to their degree of severity and integrated with reactive energy management. Finally, paper will address the application of the developed methodology for an office without HVAC.

3  Evaluation of Fault Detection and Diagnosis Methods for Air and Water Distribution Systems Using Virtual Flow Meters (ST-16-C023)

Koosha Kiamehr, University of Miami
Alejandro Rivas Prieto
Wesley M. Thomas, University of Oklahoma
Gang Wang, P.E., University of Miami
Li Song, Ph.D., P.E., University of Oklahoma
Faults in heating, ventilation and air conditioning (HVAC) systems results in excessive energy waste and space comfort issues. In this study, the goal is to identify fan belt slippage and pressure setpoint override faults. These faults can be easily detected based on the correlation of head, flow and power for fans and pumps. However, due to the lack of flow meters in HVAC systems, currently, these faults have to be detected by either model-based or rule-based fault detection and diagnosis (FDD) approaches. Model based approaches generally require high computational time, which makes them unsuitable for real time applications.  The rule based approaches use other operating data rather than flow rate and cannot accurately detect these faults. On the other hand, a virtual flow meter technology, which determines flow based on the measured head and power of fans and pumps, makes the flow measurement accurately and economically without the need of physical flow meters. The purpose of this paper is to evaluate a FDD method for faults in air and water distribution systsms using the measured head and power along with a virtual flow meter. First, the correlation between power and head and the correlation between the head and flow are derived without and with faults based on fan and pump performance and system curves. Then experiment is conducted to validate develop FDD method by comparing the actual corrections with the fault free correlations. The results show the proposed FDD method can effectively detect these faults.

4  Smart Building Systems Help Maintain the Sustainable Edge of an Award Winning Laboratory (ST-16-C024)

Donald L. Walker, P.E., Newcomb & Boyd
G. Brendan Gardes, P.E.
The paper will be a case study of the New Orleans BioInnovation Center (NOBIC) design, commissioning, controls optimization, and analytic smart building system. NOBIC was awarded the AIA Committee On The Environment (COTE) Top Ten Award at this year's AIA conference for its sustainability features and opeations. In highly sustainable buildings, three main aspects are required. First, the building's design has to support low energy operation. Second, the building must be technically commissioned. Technical commissioning requires testing of all components and sequences with personal verification. Lastly, a highly sustainable building, as with all buildings, will start to drift from optimum operations, and it will start to consume more energy over time. Analytic programs can help maintain operation at optimal levels. Sustainability goals provided the design team with an opportunity to optimize the design without creating major cost additions to the design which would result in cost overruns. Many of the ways the design team lowered energy use was by optimizing systems rather than high inital capital outlays. Technical commissioning verified that the installed systems met the intent of the design team as well as providing a baseline performance of the building that was truly in an optimal condition. Technical commissioning also utilizes the facilities staff in the commissioning process so that they can fully understand the building and design, as well as know how to bring the building back to an optimal state. An analytics/ongoing commissioing program was added to the control system in order to maintain optimal performance. The analytics platform looks at a number of different rules from simple comparisons to complex analysis in order to provide the operators with actionable data to maintain their building. Smart Building Systems go beyond next level software analytics, controls packages, or day one installations. Smart Building Systems require an integrated approach in order to design, commission, and operate highly sustainable buildings long-term.

Monday, 27 June 2016

8:00 AM-9:30 AM
Conference Paper Session 9
Ground Coupled Heat Pumps

Research Summit
221 (America's Center Convention Complex)
Chair: Alamelu Brooks, ICF International
Accurately designing a ground source heat pump system is dependent on the site conditions and well field layout. This session discusses low cost options to determine the site soil condition, proposes improvements to past vertical borehole sizing and evaluates the life cycle cost of hybrid ground source systems and coupling GSHP with supermarket refrigeration systems.

1  Hybrid Ground Source Heat Pumps: Life Cycle Costs Compared to Non-Hybrids (ST-16-C025)

Kent Beason, P.E.
Simulations were conducted in order to make assessments regarding life cycle costs of hybrid ground source heat pump systems with different pumping configurations on an elementary school design.  The long term simulations evaluated the systems’ performance over a 20 year period. The basecase in this study is an all-ground heat exchanger (all-GHX) configuration.  A closed circuit cooling tower (CCCT) and dry fluid cooler (DFC) were separately modeled to provide heat rejection in the hybrid systems.  Life cycle costs of the all hybrid systems presented herein for an example building are estimated between 35-40% less than an all-GHX configuration.  The basecase life cycle cost is estimated at $894,000 while the hybrid options ranged from $565,000 to $578,000. These likely do not represent the lowest life cycle cost designs which would balance the sizing of the system components including the ground source heat exchanger and supplement heat rejection device with the associated energy costs’ present value.  In many instances, there are space constraints on sizing individual components, most notably the ground heat exchanger.  As such, the alternate hybrid designs arbitrarily utilize 140 bores which is one-half the size of the base design at 280 bores, with the addition of a supplement heat rejection device which is sized to provide acceptable borefield temperatures. The control scheme utilized across all hybrid systems considered common in industry (Thornton 2014),  inherently allows loop temperatures to elevate and forms a solid basis upon which to make valid conclusions regarding life cycle comparisons between an all-GHX design and Hybrid systems.  The heat pump entering water loop temperature (EWT) target was designated as 95⁰F, but iterations to reduce the sizing of the supplemental heat rejection device and allow higher temperatures of no more than 100⁰F were acceptable if resultant life cycle costs were favorable.  DFC physical size and acoustical concerns were peripheral considerations. Hybrid systems are designated as Case One thru Case Four. Additional simulations with further reduced borefields are briefly explored which indicated possible life cycle costs savings of over 40% with total life cycle costs of around $500,000, and presented as Case 1A and 4A.  Pumping configurations included the use of dual individual circulator pumps, single circulator pumps w/central variable speed pump, and a single central variable speed pump.  The basecase which utilized dual circulator pumps used the most pump energy, while a central variable speed pump achieved 60% pump energy savings.

2  Operational and Economic Analysis of GSHP Coupled with Refrigeration Systems in UK Supermarkets (ST-16-C026)

Pietro Dalpane, Imperial College London
Salvador Acha, Ph.D., Imperial College London
Nilay Shah, Ph.D., Imperial College London
Ground Source Heat Pumps (GSHP) provide with the opportunity to be coupled with refrigeration units. In principle, the heat rejected by refrigerators can be harnessed to raise the efficiency of the heat pumps.
This paper analyses the operational and economic performance of this innovative system deployed in Sainsbury’s supermarkets. First, the efficiency of the GSHP is evaluated, throughout the stores and over the period under consideration. Then, an economic analysis comparing the efficiency of investing in GSHP rather than in gas boiler systems is conducted. Recommendations on cost reductions are finally developed. Results show the Coefficient of Performance (COP) of GSHP systems to be highly dependent on the period of the year. During the summer, efficiency is roughly 40% less than during the winter. Overall, the efficiency of all the GSHP systems appear to be above the eligibility threshold for the Renewable Heat Incentive (RHI), with the average Seasonal COP (SCOP) of the stores being 3.0 in 2014. From an economic perspective, this average performance leads to roughly £120,000 of operational savings per year compared to gas boiler systems, with significant contribution stemming from the improvement in the refrigeration systems. Calculations show an investment payback time (PBT) of less than 8 years, a figure projected to rise slightly in the upcoming years as electricity becomes more expensive than gas.
Finally, this research project highlights cost reductions, achievable through two different approaches. First, by turning off heat pumps only when most economically convenient, up to 5.5% of the electricity costs can be saved among the stores and nearly 15% in stores boasting high thermal efficiency. Second, the profitability of the system deprived of the boreholes is evaluated. Despite the ineligibility for the RHI, the small CAPEX of this configuration could lower the PBT to 6 years.

3  Accounting for Borehole Thermal Capacity When Designing Vertical Geothermal Heat Exchangers (ST-16-C027)

Laurent Gagné-Boisvert, Ecole Polytechnique De Montreal
Michel Bernier, Ph.D., P.E., Ecole Polytechnique de Montreal
Steady-state heat transfer inside boreholes is usually assumed when sizing geothermal boreholes and a constant borehole thermal resistance is used to calculate the temperature difference from the fluid to the borehole wall. Thus, heat rejected into the fluid is assumed to be transferred immediately at the borehole wall. In reality, steady-state borehole heat transfer is rarely present. Rejected heat will heat the fluid and the grout before reaching the borehole wall and be transferred to the ground. These transient effects, caused by the fluid and grout thermal capacities, are beneficial as they reduce the peak ground loads and, consequently, the required borehole length. This paper proposes improvements to the ASHRAE vertical borehole sizing equation to account for borehole thermal capacity. In the first part of this study, annual TRNSYS energy simulations are performed on a residential ground-source heat pump system. Borehole models that account for thermal capacity are used to quantify the borehole transient effects for a range of operating conditions. In the second part of the paper, modifications to the current ASHRAE sizing equation are proposed to consider borehole thermal capacity. Results show that neglecting borehole transient effects leads to oversized boreholes and overestimated heat pump energy consumption. By considering the fluid and grout thermal capacity, it appears that borehole length can be reduced by about 10% and heat pump energy consumption by 5%. The largest reductions occur when heat pumps operate intermittently.

4  A Simple Process for Testing the Properties of the Ground for the Design of Geothermal Heat Pump Systems (ST-16-C028)

Kyle Larsen, Ph.D., P.E., Eastern Washington University
Kayleen Teachman, Eastern Washington University
Geothermal heat pumps are a greener alternative to the traditional heating and cooling systems for buildings. Instead of using as much fuel or electricity to heat and cool a building as a conventional system does the geothermal heat pump saves energy by using the ground or nearby water source as a heat sink to displace the thermal energy. They tend to be rather large and have an expensive initial cost but in the long run they save money and fossil fuels. Most heat pump’s pipe configurations are buried under the ground where they will not be easily accessed at a later date. Because of this, the design of the configuration must be right the first time. This can be very difficult because the thermal properties of the ground varies from location to location. The ground in one place might be mostly sand and a mile away the ground might be mostly clay, so it becomes very difficult to design configurations and they can be easily oversized or undersized for the building depending on the thermal properties of the ground. This paper will explain a test process that can be done to test for the thermal properties of the ground before designing the configuration for a geothermal heat pump. This experiment is performed at the site of which the heat pump would be installed to gain the thermal properties of that particular location. A low cost and simple to use system consisting of a pump, tank, thermocouples, flow meter and data collector is used. By using this information a proper pipe configuration can be designed to best fit the needs of the building and configured to fit the available land on the property.

9:45 AM-10:45 AM
Conference Paper Session 10
Residences and Moisture

Renewable Energy Systems and Net Zero Buildings
221 (America's Center Convention Complex)
Chair: Kimberly Pierson, Stanford White
This session compares the modeled energy consumption with utility bills of two houses and provides steps to yield more accurate modeled data; including construction materials, equipment performance curves, roof elevation and weather data. Secondly this session addresses the thermal comfort of multi-family facilities based on ASHRAE Standard 55-2013 and compare to occupant surveys and their perception of the space.

1  Pre-Retrofit Assessment of Thermal Comfort and Excess Moisture in Post-War Multi-Unit Residential Buildings in Toronto (ST-16-C029)

Daniel Haaland, University of Toronto
Ekaterina Tzekova, Ph.D., Toronto Atmospheric Fund
Jeffrey Siegel, Ph.D., University of Texas at Austin

Energy retrofits provide an economically attractive solution to reduce the carbon footprint of existing buildings. However, indoor environmental quality and occupant comfort are often overlooked in the retrofit process. In this paper, we present the results of pre-retrofit monitoring of several multi-unit residential buildings in Toronto, Canada. The temperature, relative humidity and mean radiant temperature were measured in over 70 units across seven social housing buildings (built between 1960 and 1980) currently undergoing an energy retrofit process. Occupant thermal comfort was estimated using the Graphic Comfort Zone Method outlined in ASHRAE Standard 55-2013 and excess moisture was calculated as the vapour pressure excess during non-air conditioning periods. The major finding was that on average, the units were uncomfortable more than 70% of the time, with overheating being the main cause of discomfort. Location within a building (e.g., upper vs. lower floors) and building-specific effects showed little impact, although there was a weak seasonal effect with more overheating in the winter and spring. These findings are consistent with an occupant survey taken early in the project.  There was no consistent evidence of excess moisture, although this may be due to the observed overheating in the units. The results were used to inform the energy retrofit design process and are currently being monitored to ascertain how the retrofits affect occupant comfort in these buildings.

2  Development and Use of the Energy Model of a Research and Demonstration House with Advanced Design Features (ST-16-C030)

Vicente Bortone, P.E., Johnson Controls, Inc.
Nelson Fumo, Ph.D., University of Texas at Tyler
Advances on manufacturing processes and the use of new materials are increasing the efficiency and reducing the cost of energy efficient and renewable energy technologies to a point that their deployment will reach desired levels for the sake of energy security and environmental concerns. Along these advances, the demonstration of the cost-effectiveness of this technology is vital to educate people and promote deployment of these technologies. In this sense, at the University of Texas at Tyler, two research and demonstration houses were built. House #1 is a conventional design with some advanced features, and House #2 has more advanced design features. In this study, House 2 is considered, which has relevant characteristics such as net-zero energy with 7.4 kW of solar photovoltaic system, advanced wall framing with open-cell foam insulation (R-24), unvented attic with open-cell foam insulated roof deck (R-24), vinyl-frame windows with double-pane, low-E glass (U=0.33, SHGF=0.23), ducted single-split system in attic (19.0 SEER, 9.0 HSPF), high solar reflectance shingles, and heat pump water heater. Since building energy performance depends on many factors, different scenarios or design characteristics can be assessed by using an energy model. In this study, the software OpenStudio is used to develop a model for House #2. OpenStudio, developed by the National Renewable Energy Laboratory, is a user interface for the well know whole building energy simulation engine EnergyPlus. This paper shows the more relevant steps on model development including definition of the constructions in the model for the walls and roof, development of performance curves for the air source heat pump installed in the house, roof elevations development technique, and weather file. As a means of validation of the model, energy consumption from the model is compared against utility bills data in a calibration approach that is available in the software. The model is used to evaluate some design parameter that can reduce energy consumption during one season (cooling or heating), but increasing energy consumption during the other, such as the high solar reflectance shingles and the use of a heat pump water heater.

11:00 AM-12:00 PM
Conference Paper Session 11
Airflow Measurements

Fundamentals and Applications
221 (America's Center Convention Complex)
Chair: David E. Claridge, Ph.D., P.E., Texas A&M University
Improving the accuracy of air flow measurements in commercial and residential HVAC systems can result in better IAQ, thermal comfort and improved energy efficiency. This session explores different methods of improving air flow measurement as well as verification of their accuracy.

1  Verification of the Accuracy of Air Flow Measurement Using the Multi-Nozzle Chamber Method (ST-16-C031)

Patrick Collins, P.E., Johnson Controls, Inc.
Terry Beck, Ph.D., Kansas State University
James Schaefer, P.E., JACOBS
The multi-nozzle chamber method for air mass flow measurement has been in use in the HVAC&R industry for decades.  The primary flow element is the elliptical nozzle defined by American Society of Mechanical Engineers (ASME) standards.  The ASME nozzle is a passive, ridged construction element that does not require periodic calibration.

As the HVAC&R industry is subject to greater performance efficiency requirements, measurement accuracy for airflow becomes a critical issue.  The accuracy of many instruments for the measurement of temperature, pressure, humidity, and power has improved over the past couple decades.  New test standards now require the evaluation of the uncertainty of measurements and derived values.  These developments have raised questions about what can be realistically expected for the accuracy of the multi-nozzle chamber air flow meter (AFM), especially due to the lack of open literature test data with multi-nozzle configurations.

To determine the accuracy (or uncertainty) to be expected from typical multi-nozzle chambers, a four-nozzle AFM was constructed in strict accordance with current standards and tested at an independent, multi-industry, gas flow test laboratory.  The test laboratory used their primary National Institute of Standards and Technology (NIST) traceable critical flow Venturi test method with an average uncertainty of +0.3% of the flow.  Six nozzle flow configurations consisting of each of the four nozzles separately, a particular combination of three nozzles and all four nozzles simultaneously, were each subjected to three nozzle throat velocities for a total of 18 different tests.  The velocities included the lowest and highest defined by industry standards and one intermediate velocity.

The test laboratory utilized their NIST traceable, independent mass flow measurement in series with the test AFM and included a measurement of three required parameters: nozzle differential pressure, inlet temperature, and barometric pressure.  Dry air was used to eliminate errors associated with the calculation of moist air properties.  Confirming air mass flow rates were calculated using the nozzle diameters, nozzle flow coefficients, and the measured parameters.  The results of all 18 flow rate tests were compared and shown to be within +0.2 to +0.4%.  This project demonstrates that a typical multi-nozzle AFM, when constructed in accordance with industry standards, can be used for air flow measurements that are accurate to better than +0.4% of reading over the entire flow range.

2  A Method of Efficacy Estimation for ECM Blowers in Residential Gas Furnaces by Using Blower Rotational Speed (ST-16-C032)

Peng Yin, Ph.D., University of Louisiana at Lafayette
Michael Pate, Ph.D., Texas A&M University
James F. Sweeney, Texas A&M University
This study develops a method to estimate the energy performance of blowers that are driven by electronically commutated motors (ECM) in residential gas furnaces based on the measurement of blower rotational speeds. As the first step, the airflow and power of six different ECM blowers from four manufacturers were measured over a range of external static pressures (ESPs) from 0.1 to 1.2 in. w.g. (25 to 300 Pa) in a well-instrumented laboratory environment with a calibrated nozzle airflow chamber. Then, the ECM blower energy performance was determined from the airflow and power measurements and characterized in terms of efficacy, which is the ratio of blower power to airflow rate. In addition, the relationship between parameters of blower rotational speed and efficacy was investigated, leading to the linear correlation development for each tested blower by taking the blower rotational speed as the independent variable and the efficacy as the dependent variable.

Results from the linear correlation development show that ECM blower efficacies can be accurately predicted by using blower rotational speeds as evidenced by the high R2 values ranging from 0.961 to 0.981. For the six tested ECM blowers, the linear factor for the developed correlations varies from -2.881 to -2.657, and the offset factor is in a range of 3.287 to 3.551. Furthermore, a comparison between the predicted and measured efficacies shows an accuracy of ±15% for the developed correlations.

Results generated from this study provide a method to predict the energy performance in terms of efficacies for ECM blowers based on the knowledge of rotational speed. In addition, the experimental data and correlations produced in this study can be used to model the ECM blower efficacy behaviors at different operating speeds.

3  Uncertainty Studies of Airflow Measurements in Non-Ideal Conditions in Variable Air Volume Air Handling Units (ST-16-C033)

Alejandro Rivas Prieto, University of Oklahoma
Jesus Elizondo
Gang Wang, P.E., University of Miami
Li Song, Ph.D., P.E., University of Oklahoma
Methods like the Log-Tchebycheff and Equal Area are commonly used to define the average air velocity across a traverse section. The testing, adjusting and balancing (TAB) of HVAC systems has been adopting those methods to ensure that the installed system is meeting its design capacity. The flow measurements are compromised when space constraints limit the optimal air handling system design; consequently, inadequate straight ductwork with close upstream and downstream fitting disturbances cause common measurement issues. For example, according to ASHRAE 111-1988 field airflow measurements over CAV systems made by experienced technicians commonly have an error as much as 30% when recommended vane anemometers are used while reading irregular flows. Through in-situ airflow measurements in ten air-handling-units, this paper summarizes the statistical studies of measurement uncertainties to explain why the large errors occur in field measurements even though the standard procedures are strictly followed. As a result, a more accurate and robust in-situ airflow local measurement method is introduced in this paper. The proposed method uses hot-wire as the air velocity measurement device due to its proven accuracy at speeds lower than 800 fpm (1 m/s). In order to overcome additional turbulence in the ductwork that is caused by limited duct space, a holding device was also developed for facilitating the time weighted of local airflow measurements.

11:00 AM-12:00 PM
Conference Paper Session 12
Heat Pumps, Combined Heat and Power

HVAC Systems and Equipment
222 (America's Center Convention Complex)
Chair: Henry A. Becker, H-O-H Water Technology, Inc.
This session evaluates ways to improve efficiency in air to water heat pumps, through improved heat exchanger micro-channel, refrigerant type and optimizing fan and compressor operation. The session also examines the feasibility of bio-methane combined heat and power (CHP) systems in commercial buildings and micro fuel cell CHP systems for residential applications and evaluates the energy and emission reduction for each system.

1  Greenhp: Design and Performance of the Next-Generation Heat Pump for Retrofitting Buildings (ST-16-C034)

Andreas Zottl
Thomas Fleckl, AIT Austrian Institute of Technology
Björn Palm, Ph.D., KTH Royal Institute of Technology
The GreenHP-project aims at developing a new, highly efficient urban heating system based on a high-capacity air-to-water heat pump for retrofitting multi-family houses and commercial buildings. For this purpose, a comprehensive multi-level research approach ranging from new heat pump component designs to advanced system integration concepts is pursued. The proposed GreenHP system will be operated with a natural refrigerant, will interact with large (renewable) energy systems, like the smart grid in particular, and will include renewable energy sources, like photovoltaic and solar thermal. Combining the expertise from leading European research institutes and industry partners allows an integration of advanced fan, compressor and heat exchangers in a compact system. Using the natural refrigerant R290, the consortium aims for a heat pump system with minimum environmental impact and a high operating efficiency to provide a heating capacity of 30kW. The refrigerant charge of the system is minimised by using aluminium micro-channel tubes in both condenser and evaporator. The use of aluminium for the condenser allows an improved heat exchange compared to conventional steel designs. On the air side of the evaporator highly efficient air fins are developed that are less sensitive to icing. Also the fan is optimised for better handling of icing conditions. A bionic distributor will take care to evenly load the micro-channel tubes of the evaporator with refrigerant. Additionally a new compressor concept is developed, which is integrated in a holistic control strategy for most efficient energy management. In a next step, the newly designed components will be assembled and tested according to international standards (e.g.: EN14825) at the accredited testing facilities at AIT. The tests will focus on the overall system design measuring and evaluating the performance of the GreenHP-pilot unit. The full paper deals with the general GreenHP-layout and presenting first results.


2  Opportunities and Obstacles in Residential, Fuel Cell Based, Micro-CHP: A Review and Analysis (ST-16-C035)

Jeongmin Ahn, Ph.D., Syracuse University
Ryan Milcarek, Syracuse University
Jianshun Zhang, Ph.D., Syracuse University
Traditional residential heating systems have become very efficient leaving little room for significant improvement. However, an alternative means of domestic heating was proposed that utilizes small scale power generation and space/hot water heating technologies known as micro-combined heat and power (mCHP) systems. These systems offer significant advantages to conventional heating systems including decreased energy usage, cost, and reduced CO2 emissions. In addition, because these mCHP systems operate as distributed generation, they also reduce transmission losses and eliminate peak demand issues. These benefits come at the expense of complexities including matching the heat to power ratio for the residential sector and significant daily cycling, among other challenges.

Recently fuel cell based mCHP systems have been proposed as a means of providing both heat and power for the residential sector. These systems are meant for power generation at high efficiency and low emissions, but the heat can still be recovered for space or hot water heating. These systems are still under development and significant research is being conducted to determine if fuel cell based systems can match the load requirements of a typical household. Despite the work performed, different studies have had drastically different conclusions for the fate of fuel cell systems leaving many unanswered questions for the future.

A systematic review of current literature was undertaken to assess fuel cell based mCHP for the residential sector. The review highlighted many of the technical challenges facing these systems while also uncovering significant benefits and opportunities. In this paper, the results of the review are presented and an analysis of current trends and future priorities assessed. Fuel cell based mCHP is shown to have significant potential in reducing emissions and conserving natural resources while maintaining current building performance.

3  Optimal Technology Selection and Operation of Bio-Methane CHP Units for Commercial Buildings (ST-16-C036)

Dagoberto Cedillos, Imperial College London
Salvador Acha, Ph.D., Imperial College London
Nilay Shah, Ph.D., Imperial College London
Energy consumption from commercial buildings is a major contributor of greenhouse gas emissions. In the UK, supermarkets consume 3% of the electricity and account for 1% of the country’s carbon emissions (Tassou et al. 2011). This paper explores the implementation of bio-methane fuelled combined heat and power (CHP) systems to satisfy heat and electricity demands of commercial buildings; with the overarching goal of making cost-effective investments and decarbonizing building operations. The research work consists in the development of a CHP technology selection and operation (TSO) optimization model. Results from this effort can be utilized to develop a strategy for investment in bio-methane CHP projects for a portfolio of supermarket buildings.

The TSO model enables a new approach for the selection and operation of CHP units that encompasses whole life costing, carbon emissions as well as half-hourly energy prices and demands throughout the day, seasonally and annually, providing a more comprehensive result than current methods. Utilising historic metered energy demands, projected energy prices and a portfolio of available CHP technologies, the mathematical model solves simultaneously for an optimal CHP unit selection and operational schedule for a determined building based on a preferred objective. The objective can either be: minimum cost, minimum GHG emissions, or a mix of both for an operational period that satisfies the store's energy demands. The model defines which unit to acquire and its power output for each half-hourly interval for different day types and a given time period.

The TSO model was implemented for a sample of 35 buildings from a group of over 1300 stores that belong to a supermarket chain in the UK. These varied in characteristics such as heat-to-power ratio, size, and electricity pricing region. It was identified that the majority of stores assessed could reduce their operational emissions more than 70% while providing returns on investment above 100% by installing low-carbon co-generation units. Results of this model prove that attractive cost and emissions savings are possible through the optimal selection and operation of CHP technologies fuelled by bio-methane.

11:00 AM-12:00 PM
Conference Paper Session 13
Occupant Predictions and Thermal Comfort

Indoor Environment: Health, Comfort, Productivity
226 (America's Center Convention Complex)
Chair: Helen R. Cerra, ChemTreat, Inc.
This session addresses the difference in modeled occupancy behavior and actual building usage. The session also evaluates the perception of space temperature and thermal comfort and how one's climate and culture may alter this perception.

1  An Agent-Based Occupancy Simulator for Building Performance Simulation (ST-16-C037)

Tianzhen Hong, Ph.D., LBNL
Xuan Luo, Carnegie Mellon University
Tianzhen Hong, Ph.D., LBNL
Sarah Taylor-Lange, Ph.D., LBNL
Traditionally, in building energy modeling (BEM) programs, occupancy inputs are deterministic and less indicative of real world scenarios, contributing to discrepancies between simulated and actual energy use in buildings. This paper presents an agent-based occupancy simulator, which models each occupant as an agent with specified movement events and statistics of space uses. The simulator allows users to group occupants with similar behaviors as an occupant type to reduce the amount of data inputs. It is a web-based tool with graphical user interface, cloud computing and data storage. Two case studies were presented to demonstrate the integration of the occupancy simulator with EnergyPlus and obFMU. The first case study only replaced the occupancy schedules with the one generated by the occupant simulator. The second case study included the replacement of the occupancy schedules as well as the occupant’s control behaviors of lighting, window, and HVAC systems. The results indicated that the occupant simulator can capture the diversity of the behavior rather than the weekly profiles, and can generate realistic occupancy schedules to support building performance simulation.

2  An Evaluation of Recent Models in Demand Side Flexibility: The Case of Thermal Comfort Systems in Office Buildings (ST-16-C038)

Wim Zeiler, Eindhoven University of Technology
Kennedy O. Aduda, Eindhoven University of Technology
Building based demand side flexibility has been identified as critical for successful integration of renewable energy resources in electrical power grids with little or no possible instability and loss of reliability. Also, it has been indicated that thermal comfort systems in buildings are an integral part of demand side flexibility. A number of models have been proposed for harnessing thermal comfort systems in buildings as demand side flexibility. These models have mostly been evaluated for application in residential buildings. In a pioneer attempt, this paper uses year-long practical comfort and energy performance case study data to evaluate some recently proposed demand side flexibility models in office buildings. The data was collected using process based energy consumption meters and whole building comfort sensors installed in the building.   Next, potential flexibilities were then estimated using practical data along the frameworks proposed by identified demand side flexibility models. Evaluation of these models were then done based on metrics that emphasise practicability and cost effectiveness. Analysis is within the context of electricity supply chain in the Netherlands and assumes for cost effectiveness participation of office buildings in the Amsterdam Power eXchange (APX) day-ahead auction and the Dutch balancing energy market under the proposed framework for flexibility management by European based CEN-CENELEC-ETSI Smart Grid Coordination Group. Evaluation results suggests additional proposals on constraints and practical considerations when using these models for non-residential buildings like offices.

3  Thermal Comfort and Perception inside Air-Conditioned Areas (ST-16-C039)

Kyle Reed, Ph.D., The University of South FLorida
Ahmad Manasrah, University of South Florida
Rasim Guldiken, Ph.D., University of South FLorida
This study describes and compares the results of multiple field surveys about thermal comfort inside air conditioned buildings in two different countries. The field studies were conducted in classrooms at The University of South Florida, Tampa, USA. Only one field study took place in a shopping mall in Amman, Jordan. All studies were conducted in the summer of 2014. The purpose of this study is to investigate the temperature perception of humans in closed areas based on the American Society of Heating, Refrigeration and Air-Conditioning Engineers (ASHRAE) standard 55 and to understand whether or not these areas are within the acceptable level of thermal comfort. The study also investigates the influence of culture and climate on temperature perception and thermal comfort. The classroom studies consisted of 14 multiple-choice questions that have been distributed to 100 students so far. The shopping mall study consisted of two multiple-choice questions that were asked to 100 random people. The results of the studies showed significant differences in temperature perception and prediction between genders. The results also showed that participants from the shopping mall reported an average of "neutral" thermal sensation even though the thermal environment in the building was not thermally comfortable according to ASHRAE standard 55.

11:00 AM-12:00 PM
Conference Paper Session 14
Ventilation Requirements in Health-Care

Indoor Environment: Health, Comfort, Productivity
223 (America's Center Convention Complex)
Chair: Roger Lautz, P.E., Affiliated Engineers, Inc.
The first two papers in this session compare ventilation standards from four countries, the U.S., Germany, The United Kingdom and Spain, for both operating rooms and patient bed areas. The third presentation discusses ventilation requirements in outpatient facilities in the context of both patient protection and energy use.

1  Minimum Ventilation Requirements in Operating and Procedure Rooms: A Comparison of International Standards (ST-16-C040)

Travis R. English, P.E., Kaiser Permanente
Maya Salabasheva, P.E., Kaiser Permanente
There are significant differences in international health care ventilation standards.  This paper is one in a series of benchmarking investigations of those variances. These studies identify and capture best practices from among the international standards.

This paper compares minimum ventilation requirements for operating rooms and procedure rooms, from four international standards. The standards compared are; ASHRAE-170 Ventilation for health care facilities (US),  DIN-1946 – VAC systems in buildings and rooms used in the health care sector (Germany), HTM-03-01 Specialized ventilation for health care premises (UK), and UNE 100713 Instalaciones de acondicionamiento de aire en hospitales (Spain).

The comparison identifies the minimum (i.e. most permissive) ventilation requirements in six different requirement areas:  outdoor air ventilation, total room air ventilation, supply air filter efficiency, room temperature, room humidity and room pressurization.  Results are normalized to common units, compared and discussed in context of the four standards.

2  Minimum Ventilation Requirements in Patient Bed Areas: A Comparison of International Standards (ST-16-C041)

Travis R. English, P.E., Kaiser Permanente
Maya Salabasheva, P.E., Kaiser Permanente
There are significant differences in international health care ventilation standards.  This paper is one in a series of benchmarking investigations of those variances. These studies identify and capture best practices from among the international standards.

This paper compares minimum ventilation requirements for operating rooms and procedure rooms, from four international standards. The standards compared are; ASHRAE-170 Ventilation for health care facilities (US),  DIN-1946 – VAC systems in buildings and rooms used in the health care sector (Germany), HTM-03-01 Specialized ventilation for health care premises (UK), and UNE 100713 Instalaciones de acondicionamiento de aire en hospitales (Spain).

The comparison identifies the minimum (i.e. most permissive) ventilation requirements in six different requirement areas:  outdoor air ventilation, total room air ventilation, supply air filter efficiency, room temperature, room humidity and room pressurization.  Results are normalized to common units, compared and discussed in context of the four standards.

3  Application of Health Care Ventilation Standards to Outpatient Facilities (ST-16-C042)

Maya Salabasheva, P.E., Kaiser Permanente
Travis R. English, P.E., Kaiser Permanente
This paper is a result of tireless pursuit of reducing health sector energy consumption and associated climate footprint.  Fossil fuel combustion related to energy use in buildings produces not only global warming gases such as carbon dioxide, but also series of other pollutants that contribute to the environmental burden of diseases and the increase of healthcare costs.

This paper outlines three alternatives for addressing ventilation in outpatient facilities, within and out of the context of the current ASHRAE Standard 170 “Ventilation for Health Care Facilities”. It compares the current requirements of Standard 170 to those of B occupancy areas in outpatient health care facilities such as medical office buildings (MOBs) and ambulatory surgery centers (ASCs).

Tuesday, 28 June 2016

8:00 AM-9:30 AM
Conference Paper Session 15
Enhancing Individual and Group Professionalism

Professional Skills Beyond Engineering
224 (America's Center Convention Complex)
Chair: Hyojin Kim, Ph.D., New Jersey Institute of Technology
The profession of engineering is often perceived as a series of mathematical problem solving to achieve an end result. However, the dynamics of engineering and the growth of the profession extend much beyond that. This session provides a look at some unique ways to achieve that. From a presentation on business development that looks at engineering as a “relationship-based” business; to examining how the use of a multidisciplinary design team engaged in conceptual building design from the outset can achieve better results; to the IMPACT of role models in the U.K. to grow the engineering profession; to ways to incentivize women around the world to become engaged in refrigeration engineering.

1.00  Business Development: The Red-Headed Stepchild of Successful Engineering Business Practices (ST-16-C043)

Margaret Felts
Jeff Yirak, P.E., Wood Harbinger
Engineering, as a practice, is based on developing and applying tangible solutions to practical problems through a creative but calculated process. Engineering education at the university level is focused on difficult mathematical equation solving and test-score-based performance metrics. Professional certifications, field experience, and continuing education opportunities further promote technical competence and understanding of systems, equipment, codes and standards. While these forms of education and professional development can be in-depth, demanding and celebrate technical excellence, they overlook a crucial facet of the industry: engineering is a relationship-based business. Strong and diverse relationships with a spectrum of project partners, clients and owners are the backbone of an engineering firm’s health and growth. The ability to develop, nurture and maintain relationships relies on an ability to relate to other people and participate in the fluid process of Business Development. This is a vital component of a successful career in the engineering industry, but developing this skillset is often forgotten or glossed over. Engineers can learn and hone business development skills through outside training sessions and conferences, though concepts learned in the contrived setting of didactic presentation and roleplay can be difficult to adopt “in the wild.” Mentorship from seasoned and successful leaders is an ideal option, but this assumes a firm has such current leaders, and that they have the time and teaching skills to take the next generation of leaders under their wing. An innovative and remarkably effective option is to develop a custom business development training program, tailored to the firm’s values and strategic visions, and delivered by a dedicated BD leader who thoroughly understands these values and visions.  In this “learning by doing” environment, engineers are given the authority and confidence to go out and practice their new skills, knowing that they are contributing to the firm’s business development plan. This paper will present the perspectives of a Business Development Director who developed and is successfully implementing an 18-month, in-house BD training program at her firm, and a next-generation engineering leader who is further refining his business development skills by participating in the program and mentoring other engineers beginning to build up their skills.

2.00  Competences Beyond Engineering: A Mental Model of Conceptual Building Design (ST-16-C045)

Wim Zeiler, Eindhoven University of Technology
New strong demands for a more sustainable built environment led to a more complex building design process. The most important decisions in building design are made in the very early conceptual phase. This happens often when there are no engineers involved yet and so the architect has to make all the decisions on his own. Especially in the conceptual design phase the different expertise of engineers could be used more effectively by architects to reach for new more sustainable solutions. To support diverse multidisciplinary building design teams a supportive design method was developed in cooperation with the Dutch professional organizations of architects and consulting engineers.  It helps architects and engineers with their new role in the conceptual design phase as it enables to structure each perspective on the design task as well as to structure the available domain knowledge by using morphological charts and morphological overviews. After testing the method in workshops as part of a training program in industry, the design method was transferred and applied at the department of architecture for master students for their multidisciplinary Master project Integral Design.  In the last 10 years Master Projects Integral design were held and there was a continuous development to optimize the cooperation between architects and engineers. The research showed that it is possible to engage engineers and let other disciplines learn from them within the conceptual building design phase, which makes it easier to achieve energy efficient and environmental friendly buildings such as nearly Zero Energy Buildings.  Also the approach can be used to analyse the design process and to focus on the communication within the design team as well as use it to represent a kind of mental map of the design team. This helps engineers to interfere with the conceptual design process and add additional knowledge and experience. In this way competences beyond engineering can be added to improve the outcome of the design process.

4  Women in the Refrigeration Industry (ST-16-C046)

Ina Colombo, Ph.D., London South Bank University
The refrigeration industry plays a major and increasing role in today’s global economy, with significant contributions made in food, health, energy and environmental domains which policy makers need to better understand and take into account. The need for engineering and technical staff is currently increasing due to the growing demand for refrigerating capacities, along with the unique skills required of refrigeration-related professions in the field of energy and environment. Women are still significantly and visibly under-represented in the refrigeration industry. The purpose of this paper demonstrates the current preliminary state-of-the-art of women in the refrigeration field collected from the national refrigeration institutions and associations. Incentive actions proposed are proposed are the outcomes of the first meeting of the IIR Women in Refrigeration workshop.

9:45 AM-10:45 AM
Conference Paper Session 16
Advances in Desiccant Technology

HVAC Systems and Equipment
221 (America's Center Convention Complex)
Chair: Kyle Knudten, McClure Engineering
Desiccant systems, both liquid and dry, can be effective in increasing the use of outside air for improved IAQ without degrading energy efficiency. This session explores advancements in desiccant technology as well as improvement in system design and modeling through the use of hybrid systems combining desiccant and evaporative components.

1  Achieving Comfort and Energy Savings Using Desiccant Technologies (ST-16-C047)

Mark Piegay, Alfa Laval - Kathabar
This seminar discusses the use of dry and liquid desiccant technologies and how to apply them creatively for the treatment outside air.  This includes a design that utilizes a combination of cooling tower water, chilled water and hot water that modulates with the outside air loads to either cool or heat the liquid desiccant to provide dehumidification or humidification of the outside air. Then, waste heat or onsite power generation to regenerate the liquid desiccant solution. A comparison of the two technologies will be presented and the opportunities for both to provide comfort and energy savings to meet ventilation codes.

2  A Variable Volume and Temperature (VVT) Control Strategy for a Liquid-Desiccant and Dew Point Evaporative Cooler-Assisted 100% Outdoor Air System (LDEOS) (ST-16-C048)

Sang-Woo Ham, Hanyang University
Hui-Jeong Kim, Division of Architectural Engineering, Hanyang University
Sang-Hyeon Cho, Division of Architectural Engineering, Hanyang University
Jae-Weon Jeong, Ph.D., Hanyang University
The main purpose of this study is to propose a variable volume and temperature (VVT) control strategy for a liquid-desiccant and dew point evaporative cooling-assisted 100% outdoor air system (LDEOS) and evaluate its performance on a Building Controls Virtual Test Bed (BCVTB). For decades, various alternative air-conditioning technologies have been developed to reduce refrigerant use and energy consumption. Among them, many studies have been conducted on a liquid-desiccant (LD) and indirect evaporative cooling-assisted system because it independently controls the sensible and latent load and reduces cooling energy by using latent heat of water vaporization. In previous studies, the LDEOS, which conditions a space by using 100% outdoor air, is proposed by combining membrane enthalpy exchanger (MEE), LD, and dew point evaporative cooler (DP-IEC). Unlike the energy performance and the design process, few studies were conducted on the control strategies of the LDEOS. In the control strategy of a general variable-air-volume (VAV) system, the controller maintains a constant supply air temperature (SAT) for dehumidification control. However, the SAT control is hard to be implemented for an indirect evaporative cooler if VAV fan is applied. In this study, a variable-air-volume and temperature (VVT) control is presented for the LDEOS. In VVT, the cooling capacity is controlled by the fan airflow, but the SAT is not controlled. In the LDEOS, the dehumidification control is achieved by the LD, and thus, the SAT does not need to be modulated. The VVT control was realized on a BCVTB in a one-minute time step and evaluated its performance. The simulation result revealed that the proposed control strategy maintained a space comfortable while saving 35% of fan energy compared to the reheating-based constant SAT control strategy.

3  Energy Performance of a Liquid Desiccant and Evaporative Cooling-Assisted 100% Outdoor Air System in Commercial Ships (ST-16-C049)

Joonyoung Park, Ph.D., Hanyang University
SungJoon Lee, M.D., Hanyang University
Dongseob Yoon, M.D., Hanyang University
Jae-Weon Jeong, Ph.D., Hanyang University
The main purpose of this research is to evaluate the energy performance of a liquid desiccant and indirect/direct evaporative cooling-assisted 100% outdoor air system (LD-IDECOAS) in a commercial passenger ship. The LD-IDECOAS consists of a liquid desiccant system, and indirect and direct evaporative cooler (IEC and DEC) for dehumidification, and sensible and adiabatic cooling of process air. This system was applied to cooling source from seawater and heating source was considered engine waste heat recovery system. The organic Rankine cycle (ORC) regression model from the existing literature was adapted as the waste heat recovery (WHR) system to evaluate waste heat thermal efficiency. For estimating the energy performance of the LD-IDECOAS, annual energy simulation is conducted for two cabins. The area of each cabin is 16.5m2. The required thermal load of passenger cabins is estimated by according to ISO-7547 considering the typical operation condition. Consequent operating energy consumption of LD-IDECOAS is determined by using a commercial equation solver program.  The energy performance of the proposed system is compared with the conventional commercial passenger ship air conditioning system, which is using absorption chillers, for estimating the energy saving potential of the proposed system.

Wednesday, 29 June 2016

8:00 AM-9:30 AM
Conference Paper Session 17
Field Data and Ensuing Recommendations

Research Summit
225 (America's Center Convention Complex)
Chair: Juan-Carlos Baltazar, Ph.D., P.E., Texas A&M University
This session evaluates measured energy and water usage in residential buildings and the variations due to occupancy and users and the changes over six years. This session also looks at the performance of office and K-12 facilities that were designed to meet the ASHRAE 30% AEDG, and where they stand compared to code-minimum facilities. Lastly, this session discusses the development of benchmarking data for Army buildings based on metered data obtained from new construction facilities.

1.00  An Evaluation of the Actual Energy Performance of Small Office and K-12 School Buildings Designed in Accordance with the 30% ASHRAE Advanced Energy Design Guidelines (ST-16-C050)

Dennis Jones, P.E., Group14 Engineering Inc.
The purpose of Research Project RP1627 is to determine the effectiveness of 30% Advanced Energy Design Guidelines for K-12 schools and small office buildings, determine the factors common to well and poorly performing buildings, and to provide recommendations for how future AEDGs could be made more effective. Group14 collected utility data and developed weather-normalized Energy Utilization Indices (EUIs; site energy use per unit area per year) for a sample of small office and K-12 school buildings designed in accordance with the first (30%) ASHRAE AEDGs. The results were compared to the modeled ASHRAE Standard 90.1-1999 Baseline and 30% Savings EUIs from the Technical Support Documents used to develop the two AEDGs. The sample included 30 schools and 23 office buildings; most designed to AEDG requirements. A total of 14 of the 53 building sample were designed to meet the ASHRAE Standard 90.1-1999 code; these code buildings provide a means for comparison to the AEDG buildings. Most buildings meeting 30%AEDG requirements achieved energy savings exceeding 50% of the ASHRAE 90.1 Baselines. However, non-AEDG schools, constructed to code, performed nearly as well. Most school districts are committed to energy-efficient buildings. The non-AEDG small office average EUI was near the Baseline EUI, but AEDG small offices EUIs were about 50% of Baseline EUIs, indicating significantly better performance for AEDG small office buildings. On-site energy and indoor environmental quality (IEQ) audits were performed on 5 schools and 5 small office buildings with different designs and in different climate zones to verify AEDG required strategies were included in the designs and that strategies are operational and effective. In general, most, but not all, AEDG strategies were in place and operational. The research project is still underway and is scheduled for completion in January 2016. The next steps are: to determine the factors common to relatively well-performing buildings, as well as the factors common to relatively poorly-performing buildings, based on building surveys.  The next step is to provide recommendations for how future AEDGs for small office and K-12 school buildings could be made more effective in achieving better energy performance than required by ASHRAE Standard 90.1 while providing acceptable indoor environmental quality. This project supports goals of ASHRAE’s Research Strategic Plan 2010 – 2015 and will help ASHRAE maintain its leadership position in the effort to help engineers, designers, and contractors build progressively more energy-efficient buildings that deliver acceptable indoor environmental quality at a reasonable cost.

2.00  Developing Benchmarks for US Army Buildings Using Data from the Metering Data Management System (ST-16-C051)

Rahul A. Athalye, Pacific Northwest National Laboratory
Daniel Carpio, US Army Corps of Engineers
Kim Fowler
The Energy Policy Act of 2005 (EPACT 2005) required energy use in federal buildings to be metered. Since then, the US Army has installed electricity and natural gas meters on new and many existing facilities. To manage vast amounts of metered data from installations across the country, a centralized Metering Data Management System (MDMS) was put into place. MDMS continuously collects metered data, and makes it available at a central location for easy access. However, it quickly became clear that for the building energy data to be useful, it had to be put into context. CBECS and Energy Star’s portfolio manager provide context for commercial buildings in the private sector. A similar reference was needed for Army buildings that are often quite different in design and function to commercial buildings. The US Army Corps of Engineers (USACE) in collaboration with Pacific Northwest National Laboratory (PNNL) developed baseline models for five common Army building types. The focus of this initial study was on newly constructed buildings (post 2008) that were designed using standardized design documents created in response to EPACT 2005. Using metered data from these newly constructed buildings, EnergyPlus whole building energy models of the standard designs were calibrated. These models were then reverted to a Standard 90.1-2007 baseline using rules established by Appendix G of Standard 90.1-2007. The Standard 90.1-2007 baseline is important because it allows comparison of the performance of buildings to the EPACT 2005 requirement of building performance being 30% better than Standard 90.1-2007. This paper describes the methodology behind the creation of the baseline models and also describes how these models will be used to output results for MDMS. The methodology starts with processing of raw data from MDMS, choosing data for calibration, performing model calibration and reverting calibrated models to the Standard 90.1-2007 baseline. By using calibrated models to generate the baseline, the actual operating of buildings for a given location is captured in the models. The paper will describe the advantages and disadvantages of the approach, and will summarize ways in which baseline models will be used and how they will benefit MDMS and its users.

3.00  Correlations between Apartment Occupancy Levels and Use of Household Electricity and Domestic Hot Water (ST-16-C053)

Hans Bagge, Ph.D., Lund University
Dennis Johansson, Ph.D., Lund University - Building Services
Both the current and future buildings will have very well-insulated building envelopes heated mostly by internal heat gains from occupants and household electricity. The occupant related energy uses, household electricity and domestic hot water heating, will have a large impact on the energy performance. In low-energy buildings the heating of domestic hot water is in the same order of magnitude as the energy for space heating. Knowledge of occupancy levels is critical for prediction and verification as well as optimization of various demand controlled systems. This article presents how household electricity and domestic hot water use varies due to occupancy level. Occupancy level, household electricity and domestic hot water were measured in 79 apartments during 12 days per apartment. Occupancy level was measured by electronic diaries in which those living in and visiting the apartment marked their attendance by pressing buttons when entering and leaving the apartment. Household electricity and domestic hot water were measured hourly while the diaries recorded data every second. The result shows that there are relatively weak correlations between occupancy level and the studied energy uses demonstrated by a large variation in both household electricity and hot water use at the same occupancy level. Household electricity has a stronger correlation to the occupancy level during the day compared to the occupancy level during the night, where the level during the night is assumed to describe how many people are living in the apartment. The hot water has a stronger correlation to the occupancy level during the night compared to the occupancy level during the day. One possible explanation is that larger quantities of domestic hot water could be due to showering in the morning, which would depend on how many people spent the night in the apartment while household electricity could depend more on how much of the day there are people in the apartment. The result shows that the average occupancy level during the day or the number of people living in an apartment describes only a small part of the use of household electricity and domestic hot water. Probably there is considerable individual differences in how people use electricity and hot water, which leads to a need to describe the variation by statistical distributions.

4.00  Variations in Use of Household Electricity between Years: Measurements in 539 Apartments during Six Years (ST-16-C052)

Dennis Johansson, Ph.D., Lund University - Building Services
Hans Bagge, Ph.D., Lund University
The importance of follow ups of buildings energy use during operation to optimize the performance and identify deviations and errors has attracted attention during recent years. As buildings are becoming more energy efficient with a better exterior envelope, household electricity is becoming an increasingly important part of the total heating energy and, in turn, the optimization of the thermal performance of the exterior envelope. Variations between different years can be thought to have a significant impact. Unfortunately, it seems that enough knowledge, studies and data that describe how the household electricity varies between different years are missing. A low household electricity use during one year might imply a certain hvac and building design while a high household electricity use might imply another optimal design, and this may vary over time. This might also in part explain reported gaps between calculated and measured energy use. To supply the industry with reference data on typical variations during time and between different users, there is a need for several consecutive years of measurements of household electricity in the same apartments in a large enough sample of apartments to obtain good statistics. Household electricity has been measured in 539 apartments in 25 multi-family buildings in Sweden during six years. This paper presents statistics and characteristics of the variation between years and between different apartments and buildings. The results show large differences between years, regarding both apartments and buildings, and a conclusion is that this should be considered booth during design and operation.

9:45 AM-10:45 AM
Conference Paper Session 18
3D Printer Emissions

Indoor Environment: Health, Comfort, Productivity
221 (America's Center Convention Complex)
Chair: James F. Sweeney, Texas A&M University
3D printers are being increasingly utilized in industrial, commercial, institutional and residential applications. These printers provide many beneficial applications and their use will grow exponentially in the near future. However, these printers emit nanoscale particulate for which current filtration methods may not be adequate to protect occupants from harmful effects of such particulates. This session assesses potential hazards to occupants of spaces where 3D printers are used, and also examines whether compliance standards are needed in order to protect occupants.

1  Fine Particulate and Chemical Emissions from Desktop 3D Printers (ST-16-C054)

Aika Davis, Ph.D., UL
Marilyn Black, Ph.D., Underwriters Laboratories Inc.
Qian Zhang, Georgia Institute of Technology
Jenny Wong, Ph.D., Georgia Institute of Technology
Rodney Weber, Ph.D., Georgia Institute of Technology
3D printers are used in various applications, by designers and students for their inventions, as well as industrial, medical, and residential purposes. Fused deposition modeling (FDM) is the most common type of desktop 3D printers, where a coil of thermoplastic filament is heated as it extrudes from a nozzle to a moving platform, building the object layer by layer. 3D printers may emit toxic gases and particulates that deteriorate indoor air quality, especially since they are typically operated indoors for hours at a time. Currently, little is known about desktop 3D printer emissions. We have developed a methodology for characterizing and quantifying emissions from an operating 3D printer. The protocol measures for fine particulate and volatile organic compound (VOC) concentrations over time to determine emission factors and human exposure potentials.  Chemical composition and toxicity of raw filaments as well as emitted particulates were also examined. Early findings indicate that 3D printers can be a significant source of indoor air pollution. A review of particulate and VOC emissions from 3D printers using various filaments will be presented. Key factors that influence the emissions and healthier alternatives for consumers will be identified. Implications of this study towards establishing compliance standards for 3D printers and its filaments will be presented.

2  Field Investigations of Nanoscale Particle Dispersion and Deposition Emitted from 3D Printers in Ventilated Spaces (ST-16-C055)

Zheng O`Neill, Ph.D., P.E., University of Alabama
Charles O'Neill, Ph.D.
Humans typically spend 90% of their time indoors. Indoor air pollution in working places is widely recognized as one of the most serious potential environment risks to human health. Three-dimensional (3D) printers are a growing field with the global 3D printing market projected to grow from $2.5B in 2013 to $16.2B by 2018. Previous studies measured that certain 3D-printers emits large numbers of nanoscale particles. Current MHVAC (Mechanical Heating, Ventilation and Air-conditioning) system designs have filtration devices with low to zero effective efficiency against nanoscale particles. Furthermore, there is no consideration of a local ventilation system for the spaces occupied by 3D printers. This situation conceptually leads to a high concentration of nanoscale particles and particle cross-pollution amongst different ventilated spaces. High concentrations of nanoscale particles can cause severe health problem for those occupants with long-term exposure to indoor nanoscale particles because of particle deposition deep into the lungs and potentially crossing the barrier into the blood circulation. It is well established that nanoscale particles can trigger inflammation and cause serious cardiovascular and respiratory problems when inhaled.  Although there have been limited studies on indoor nanoscale particles emitted from 3D printers, no studies have been reported on their dispersion and deposition in ventilated spaces. This paper presents the preliminary measurement of indoor nanoscale particle concentration levels and surface temperatures from different types of 3D-printers in a ventilated space.  The experimental set-up and measurement protocol will be described, followed by some preliminary data analysis. It is expected such data will be used for providing boundary conditions in the latter CFD simulation.  The ultimate objective of this research is to understand the impact of MHVAC strategies and designs on indoor air quality in ventilated spaces with 3D printers.

9:45 AM-10:45 AM
Conference Paper Session 19
What's New in Water Heating

HVAC Systems and Equipment
225 (America's Center Convention Complex)
Chair: Henry A. Becker, H-O-H Water Technology, Inc.
The three papers in this session focus on various aspects of energy efficient and environmentally conscience water heating. Heating using sorbent technology is discussed that uses primary thermal energy bypassing the need to convert thermal energy into electrical power. Advanced heat pump technologies and system designs that sustain water storage tank stratification are also reported.

1  Bounding Limitations in the Practical Design of Adsorption Heat Pump Water Heaters (ST-16-C056)

Moonis Ally, Ph.D., Oak Ridge National Laboratory
Kyle Gluesenkamp, Ph.D., ORNL
Sorption heat pump water heaters represent a breakthrough opportunity in residential and commercial water heating as the most economical use of primary energy, relative to any other method of water heating, including electrical heat pump water heaters or integrated heat pumps. To bring this technology to practice, it is necessary to understand and quantify the limiting parameters. Focusing on adsorption-based heat pumps, the paper discusses the use of inexpensive adsorbents, required boundary temperatures and pressures, and limiting factors such as the influence of thermal mass on efficiency. The working materials are stipulated to be non-toxic with zero GWP and zero ODP.

2  Energy Factor Analysis for Gas Heat Pump Water Heaters (ST-16-C057)

Kyle Gluesenkamp, Ph.D., ORNL
Gas heat pump water heaters (HPWHs) can improve water heating efficiency with zero GWP and zero ODP working fluids. The energy factor (EF) of a gas HPWH is sensitive to several factors. In this work, expressions are derived for EF of gas HPWHs, as a function of heat pump cycle COP, tank heat losses, burner efficiency, electrical draw, and effectiveness of supplemental heat exchangers. The expressions are used to investigate the sensitivity of EF to each parameter. EF is evaluated on two bases: site energy (as used by DOE for rating water heater efficiency in the US), and source energy.

For gas HPWHs, it is found that using typical component efficiencies, EF will be 75-90% of the heat pump cycle COP. The contribution of each parameter to the difference between EF and cycle thermal COP is as follows: burner efficiency accounts for 50-80% of difference, parasitic electrical draws for 10 – 30%. Independent of COP, the presence of a condensing heat exchanger can make a 5-10% difference in EF, and tank losses reduce EF by 6 – 10%, depending on the insulation level.

3  Impact on Water Heater Performance of Heating Methods That Promote Tank Temperature Stratification (ST-16-C058)

Kyle Gluesenkamp, Ph.D., ORNL
John Bush, P.E., Oak Ridge National Laboratory
During heating of a water heater tank, the vertical temperature stratification of the water can be increased or decreased, depending on the method of heating. Methods that increase stratification during heating include; bringing cold water from the tank bottom, heating it, and re-introducing it to the tank top at relatively low flow rate, using a heat exchanger wrapped around the tank, through which heating fluid (with finite specific heat) flows from top to bottom and using an immersed heat element that is relatively high in the tank. Using such methods allows for improved heat pump water heater (HPWH) cycle efficiencies when the heat pump can take advantage of the lower temperatures that exist lower in the tank, and accommodate the resulting glide. Transcritical cycles are especially well-suited to capitalize on this opportunity, and other HPWH configurations (that have been proposed elsewhere) may benefit as well.

In this work, the response of a tank that is stratified during heating is compared with the response of a tank that is mixed during heating, for first hour rating (FHR) and energy factor (EF) testing. Experimental results from FHR, EF, and UEF tests on a CO2-based HPWH with wrap-around coil and stratified tank are used to validate a simulation model. The implications on FHR, EF, and UEF of tank stratification are analyzed and discussed.

11:00 AM-12:30 PM
Conference Paper Session 20
Environmentally Conscious Building Designs

Renewable Energy Systems and Net Zero Buildings
221 (America's Center Convention Complex)
Chair: Kyle Knudten, McClure Engineering
HVAC modeling and design can take on some unique variations as engineers seek to make buildings more environmentally sound. This session examines better ways to integrate both building energy modeling and life cycle environmental impacts. It also provides a look at an earth-to-air heat exchange system used in a cold climate application; and reviews a hybrid system utilizing solar and geothermal for renewable energy.

1  Solar Hybrid and Geothermal Combined: New System Solution for Renewables (ST-16-C059)

Pernilla Gervind
Jessica Benson
This paper presents the energy efficiency, cost effectiveness and development potential of a new energy supply concept. The concept is based on solar hybrid, bore hole heat storage and a ground source heat pump. The back of the photovoltaic cells is cooled with cold water to increase the efficiency. The heated water is then connected to the cold side of a ground-source heat pump (GSHP) and to bore holes. The heat from the solar hybrid can be used in several ways to increase the efficiency of the heat pump, e.g. as the direct source of heat or to recharge the bore holes. A housing association consistent of 70 terraced houses on the west coast of Sweden has installed this new system solution. The system consists of 337 m2solar hybrid panels mounted on the roof of the terraced houses, and GSHP with seven bore holes. During the year of 2015 detailed measurements on this full scaled system is performed. In this paper presents the results from these measurements, as well as analysis of the data. The analysis aims to quantify the energy efficiency of the system. The first results show that the system has a good efficiency and that the energy demand has decreased significantly. The monitoring has also been used as a tool to adjust the system and optimize the system solution. After only a few months of monitoring adjustments advices for improvements of the regulation strategies were suggested and implemented. These changes have led to a system that is now even more efficient than at the initial installation. In parallel to the monitoring the experiences from the housing association is investigated through interviews and enquiries. In the paper their perception of common ownership, obstacles in the implementation and advices on procurement will be presented. The paper aims to increase the knowledge about this system solution with solar hybrid and geothermal combined. The increased knowledge will eventually lead to a broader implementation of this system solution with 100 % renewables.

2  Energy Performance of Concrete Earth Tubes for the Pre-Heating and Pre-Cooling of Supply Air in Cold Climate (ST-16-C060)

Michel Tardif, P.Eng., Natural Resources Canada
In Canada, outside air temperatures can vary significantly during the year. A temperature gradient of 70 0C between the cooling and heating season is common in many regions. Because of the high thermal inertia of the soil, airflow circulating in earth tubes will benefit of  a significant temperature increase or decrease with respect to heating or cooling season . The advantages of an earth-to-air heat exchange system are its simplicity, high pre-cooling and pre-heating potential leading to fossil fuel savings and related emisssions and low operation maintenance costs. Very few experimental studies of ground temperature impact on heating with earth-to-air heat exchanger were found in the literature for cold climate. This paper deals with the performance of an earth-to-air heat exchange system for an operational Canadian building, with the aim of characterizing its efficiency. The building, called Earth Rangers, is a visitors’ centre built to educate children about biodiversity, conservation and the adoption of more sustainable behaviors. The earth tube system is an earth-to-air heat exchanger system which consists of nine 900 mm diameter, 20 m long pre-cast concrete pipes buried beneath the frost line (approximately 1500 mm below grade). Outside air is drawn through the buried concrete pipes allowing surrounding earth to moderate the temperature of the incoming air so that it is either pre-heated or pre-cooled depending on the time of year. The performance assessment of the earth tube system consisted of continuous monitoring between January and November 2014.Results from winter and summer field monitoring are presented in terms of overall heat exchanger effectiveness and comparing the pre-heating effectiveness of the  monitored earth tubes and exploring what could be done to improve the design. This long-term field study on earth tubes has confirmed the overall effectiveness of this passive means during the winter and summer conditions.

3  Expansion in Number of Parameters: Simulation of Energy and Indoor Climate in Combination with LCA (ST-16-C061)

Aleksander P. Otovic
Lotte M. B. Jensen, Ph.D., Technical University of Denmark
Kristoffer Negendahl, Technical University of Denmark
At the technical University of Denmark, research in energy balance in buildings in relation to indoor climate has been performed with good results for decades. During the last 2 decades, research in the field of Integrated Energy Design (IED) focusing on the earliest design phases has played a major role. Research demonstrate that the largest effect in relation achieving net zero energy buildings is obtained when indoor climate and energy simulation tools are applied from the first architectural sketches, where geometry, façade design  and orientation etc.  is determined. Large architectural offices and engineering consultancies in the region have invested in software and interdisciplinary design teams and perform Integrated Energy Design (IED). Legislation has been altered; Simulations of indoor climate and energy balance is required in order to obtain building permits. IED has been rolled out extensively in the building industry. Having reduced the energy needed to operate the indoor environment to almost zero, by designing with knowledge and optimizing systems, the energy needed to construct the building and its systems comes forth as important.  The CO2 impact of buildings becomes an important parameter because sustainability certification systems like Deutche Gesellschaft für Nachhaltiges Bauen (DGNB) has taken a lead in Europe. The DGNB system includes Life Cycle Assesment (LCA) and Danish government has stated that Denmark must be CO2 neutral by 2050. The focus shifts from energy and indoor climate to CO2 impact in relation to design. The experience from the decades of IED manifests, that the largest gain in reduction stems from the early design phases. LCA in relation to buildings has to include the energy needed to operate the buildings indoor climate as well as embodied CO2 in the building.  This makes the simulations far more complex. LCA thus tends to be placed in the last design phases and used for evaluation: only a single iteration is needed. However real-time LCA simulation tools are required, if designers are to base design decisions on not only knowledge concerning indoor climate and energy balance but also LCA. The paper presents the efforts at DTU, Department of civil engineering, to develop  real-time LCA simulation tools including indoor climate and energy balance simulation (based on Energy +) and first round of implementing the tool at well esteemed architectural offices in the Nordic Countries. The development of the real-time LCA-indoor climate- energy balance tool was developed by funding from the Nordic Built Foundation.

11:00 AM-12:30 PM
Conference Paper Session 21
Experience with Alternative Refrigerants

Advances in Refrigeration Systems and Alternative Refrigerants
224 (America's Center Convention Complex)
Chair: Michael Pate, Ph.D., Texas A&M University
Due to continuing regulatory pressures, the search for low-GWP alternative refrigerants is ongoing. This session provides results of extensive testing of various low-GWP refrigerants in various HVAC applications, including a high temperature heat pump.

1  Measured Performance of a High Temperature Heat Pump with HFO-1336mzz-Z as the Working Fluid (ST-16-C063)

Franz Helminger, AIT Austrian Institute of Technology
Konstantinos Kontomaris, Ph.D., Chemours Fluorochemicals
Julian Pfaffl
Michael Hartl, AIT Austrian Institute of Technology
Thomas Fleckl, AIT Austrian Institute of Technology
Industrial heating consumes a significant fraction of the energy consumed globally. Heating at temperatures higher than about 100°C is predominantly provided through combustion of fossil fuels with uncertain prices and well recognized environmental impacts. A significant fraction of industrial input energy is lost as low temperature waste heat (e.g. warm exhaust gases or cooling water) that could be lifted by high temperature heat pumps to process relevant temperatures. This paper assesses the potential for providing heating at temperatures between 100oC and 150oC through electrically-driven mechanical compression heat pumps. It reports the measured performance of a lab-scale reciprocating heat pump with HFO-1336mzz-Z (CF3CH=CHCF3; previously referred to as DR-2) as the working fluid over a range of conditions representative of intended applications (e.g. drying or steam generation). HFO-1336mzz-Z has attractive safety, environmental and thermodynamic properties and high chemical stability at high temperatures. Various compressor technologies, compressor lubricants, heat exchanger designs, expansion valve types and cycles with and without an internal heat exchanger were considered. Suitable equipment components were selected to meet the requirements for testing at evaporating temperatures between 30°C and 115°C and condensing temperatures in the range of 75°C to 150°C. Test results are compared with predictions based on ideal cycle thermodynamic modeling and the advantages of HFO-1336mzz-Z over other refrigerants are discussed. HFO-1336mzz-Z could enable more environmentally sustainable industrial heat pumps for the utilization of abundantly available low temperature heat to meet heating duties at higher temperatures, with higher energy efficiencies and lower environmental impacts than with incumbent working fluids.

2  Performance of a Four-Ton Rooftop Unit with Low GWP R410A Alternatives (ST-16-C064)

Kenneth Schultz, Ph.D., Ingersoll Rand
Stephen Kujak, Trane
The HVAC&R industry continues to evaluate low global warming potential (GWP) alternatives to R410A.  This paper reports performance of a 4 RT commercial rooftop heat pump with R410A as a baseline along with potential alternatives DR-55, DR-5A (R454B), and R32.  An adjustable frequency drive (AFD) was installed to allow the same capacity to be achieved with each refrigerant, matching compressor capacity to heat exchanger capacity.  Adjustable thermal expansion valves (TXVs) were installed to achieve the same compressor suction superheats in each case. 

Measurements of performance at the AHRI Standard 210/240 rating points were made with each refrigerant.  In addition, tests were run under outdoor temperatures ranging from 65F to 125F (18C to 52C).  A simple thermodynamic cycle model that matches average saturation temperatures in the evaporator and condenser along with a common compressor isentropic efficiency indicates that the capacity with DR-55 should be 2.5% lower than with R410A and should have an efficiency 1% higher.  Actual performance with DR-55 matched the capacity of R410A at the same compressor speed (60 Hz) with an efficiency 4% higher.  Similarly positive results were obtained with DR-5A.  With R32, the compressor speed needed to be reduced to 53 Hz to match the baseline capacity.  Efficiency was 3% higher than baseline.  As expected, R32 produced compressor discharge temperatures (CDTs) that were elevated by 20F and increased to 40F at the higher ambient conditions over R410A while DR-55 and DR-5A CDTs were only 10F above the baseline.  

The results here demonstrate that DR-55 and DR-5A are "design compatible" alternatives to R410A.  That is, they can be used in existing equipment designs with very little modification.

3  Drop-in Tests and Simulation Results of R410A and R32/1234ze Blend in a R32 Dedicated Mini-Split (ST-16-C065)

Osami Kataoka, Daikin Industries, Ltd.
Fumio Ota
This paper explains the drop-in test results of R410A and R32/1234ze blend to a R32 dedicated mini-split air conditioner as well as simulation results. Usually, R32 and blends are dropped in to R410A units, but here the tests were carried out in opposite direction. As the test unit employs variable speed compressor, the paper clarifies the relative performance between these refrigerants under wide range of capacity. Since 32/1234ze blend is zeotropic, the impact of the change in flow velocity of refrigerant in heat exchange is clearly observed. Tests and simulations of the sample unit are also performed at high ambient conditions with these refrigerants. Such operation is now focused on due to the Montreal protocol discussion.

4  Performance of R-410A Alternative Refrigerants in a Reciprocating Compressor Designed for Air Conditioning Applications (ST-16-C066)

Som Shrestha, Ph.D., Oak Ridge National Laboratory
Edward A. Vineyard, Texas A&M University
James Lenz, Bristol Compressors International, Inc.
Kevin Mumpower, Bristol Compressors International, Inc.
In response to environmental concerns raised by the use of refrigerants with high Global Warming Potential (GWP), the Air-Conditioning, Heating, and Refrigeration Institute (AHRI) has launched an industry-wide cooperative research program, referred to as the Low-GWP Alternative Refrigerants Evaluation Program (AREP), to identify and evaluate promising alternative refrigerants for major product categories. After successfully completing the first phase of the program in December 2013, AHRI launched a second phase of the Low-GWP AREP in 2014 to continue research in areas that were not previously addressed, including refrigerants in high ambient conditions, refrigerants in applications not tested in the first phase, and new refrigerants identified since testing for the program began. Although the Ozone Depletion Potential of HFC-410A is zero, this refrigerant is under scrutiny due to its high GWP. Several candidate alternative refrigerants have already demonstrated low global warming potential. Performance of these low-GWP alternative refrigerants is being evaluated for various applications to ensure acceptable system capacity and efficiency. This paper reports the results of a series of compressor calorimeter tests conducted for the second phase of the AREP to evaluate the performance of R-410A alternative refrigerants in a reciprocating compressor designed for air conditioning applications. It compares performance of alternative refrigerants ARM-71A, L41-1, DR-5A, D2Y-60, and R-32 to that of R-410A over a wide range of operating conditions. The tests showed that, in general, cooling capacities were slightly lower (except for the R-32), but energy efficiency ratios (EER) of the alternative refrigerants were comparable to that of R-410A.

5  Hot Surface Ignition Testing for 2L Class Refrigerants (ST-16-C067)

Mary E. Koban
Patrick R. Coughlan, Chemours Fluoroproducts
Faced with more stringent regulatory pressures, the demand for environmentally friendly substances is high. The number of low global warming (GWP) refrigerants entering the market is rapidly increasing to meet market needs.  Many of the new low GWP refrigerants are “mildly flammable” or “2L” as classified by ISO 817 and ANSI/ASHRAE Std 34. The new refrigerant flammability class provides the heating/air-conditioning/refrigeration industry potential options to meet environmental regulations with equipment designed to meet reduced flammability concerns.  Mildly flammable refrigerants are defined as refrigerants which have burning velocity less than 10 cm/sec and heat of combustion (HOC) less than 19,000 kJ/kg.  Although not part of classification requirements, mildly flammable refrigerants have higher lower flammability level (LFL) and exhibit higher minimum ignition energy (MIE).  Current MIE testing of 2L refrigerants has employed ASTM E582, which use an electrical spark ignition source.  Results from that testing has shown that typically, class 2L refrigerants have MIE values which are two to four orders of magnitude greater than highly flammable or ISO 817/ANSI 34 class 3 refrigerants. The high MIE values determined for mildly flammable refrigerants denotes that they are typically very difficult to ignite. A relatively unexplored potential ignition source is a hot surface which can be found in air conditioning auxiliary heaters and other refrigeration systems.  Maximum hot surface temperatures are also specified in several equipment standards.   Recently, work was conducted to review potential ignition/non-ignition for several 2L refrigerants which were released onto a hot surface. A new test was designed to simulate a 2L refrigerant leak onto a hot surface within a piece of equipment.    In particular, individual refrigerants were released onto a heated metal surface and potential ignition was observed for a set time period after the refrigerant was released.  Interestingly, ignition values noted were several hundred degrees higher than literature auto-ignition temperature (AIT) values. This work summarizes the test apparatus used, the hot surface ignition testing conducted with various 2L refrigerants, and ignition testing results.

11:00 AM-12:30 PM
Conference Paper Session 22
System Alternatives, Design Options and BIM Productivity

HVAC Systems and Equipment
225 (America's Center Convention Complex)
Chair: David Yashar, Ph.D., National Institute of Standards and Technology
This session compares multiple HVAC systems, including water-based, air-based or refrigerant-based systems and the benefits they provide to a building. The session also addresses the concept of hybrid systems in large facilities with multiple types of occupancies, space operation and thermal loading. This session also reviews the benefits of integrating information into BIM for the use of design of these systems and improving quality control.

1  Evaluation of VRF Systems with Comparisons to Traditional HVAC Systems (ST-16-C068)

Guolian Wu, Ph.D., Samsung Electronics of America
Dochul Choi, Ph.D., Samsung Electronics of America
Wanyong Kim, Samsung Electronics
Gyoungtae Seo
Variable refrigerant flow (VRF) systems have been gaining popularity globally, particularly in Asia and Europe for cooling and heating in the built environment in the last two decades. In recent years, VRF systems are starting to fill a growing niche in renovation projects in the U.S. This paper describes the design and evaluation of a large scale installation of VRF systems with comparisons to traditional HVAC systems.  These VRF systems are part of a mega HVAC project that includes design, installation, commissioning, and operation of HVAC systems for 6 almost identical building complexes located in Seoul, Republic of Korea. The building complexes, with 10 above-ground floors and 4 subterranean floors, primarily house offices, conference rooms, auditoria, R&D labs, cafeteria, restaurants, utility, and machine rooms. Four of these buildings, Complex A, B, D, and E are equipped with a mélange of HVAC systems consisting of centrifugal chillers and absorption chillers, and VRF systems for their cooling and heating needs, while Complex C is 100% served by VRF systems and Complex F is 100% covered by traditional HVAC systems. The total installed HVAC equipment includes 2,000 tons of centrifugal chillers, 4,000 tons absorption chillers, 2,145 tons of geothermal VRF systems, and 6,335 tons of air- and water-cooled VRFs. Thanks to the similarities in architecture, construction, occupancy, and thermal load of these 6 building complexes, the mega project provides a unique opportunity to conduct objective evaluations and comparisons between VRF systems and traditional HVAC systems over a wide range of aspects: energy, comfort, maintenance costs, and initial investments.  The objectives of this study are (1) to evaluate the energy performance and other benefits of VRF systems in comparison with traditional HVAC systems, and (2) to evaluate if VRF is a technically and economically viable solution for large building complexes. The paper also presents several new technologies implemented in this project including (1) variable air volume (VAV) discharge temperature control technology, (2) VAV movable diffuser. The discharge temperature controls technology regulates the air flow to maintain the discharge air temperature instead of directly controlling the returning air temperature resulting in much less temperature swings. The movable diffuser utilizes Coanda effect to achieve optimal temperature distribution in air conditioned spaces. Lastly, an in-situ approach for determining the Coefficient of Performance (COP) of VRF systems is proposed for real-time energy performance evaluation.

2  Hybrid Approaches to HVAC Systems Design of a R&D Complex to Achieve Green Building Certification and Optimal Comfort (ST-16-C069)

Guolian Wu, Ph.D., Samsung Electronics of America
Dochul Choi, Ph.D., Samsung Electronics of America
Wanyong Kim, Samsung Electronics
Jason Kim
R5 Complex, located in Suwon, Republic of Korea, is a cutting edge R&D center that focuses on research and development of consumer electronic devices. As a multifunctional building, it houses R&D laboratories, conference rooms, auditoria, offices, cafeteria, restaurants, utility, mechanical and electrical rooms. With these heterogeneous characteristics of thermal load throughout the complex, it is difficult to have a one-size-fits-all type of HVAC system that can achieve green building certification and optimal human comfort at the same time. This paper uses R5 Complex as a case study to examine and illustrate how a hybrid approach can be used to provide an optimal HVAC solution for massive R&D complexes to meet the energy and comfort requirements.   R5 complex consists of 25 floors including 4 subterranean floors with a total usable space of 300,000 m2.  According to the load characteristics, the complex is divided into three big zones: outer periphery, inner periphery, and core.  The outer periphery accounts for 50% of thermal load of the entire complex. It is directly exposed to the outdoor and sunlight, thus the heating and cooling loads fluctuate the most throughout the day. The HVAC needs for the outer periphery require high energy efficiency HAVC systems that are capable of responding to changing thermal loads quickly. To meet these requirements, a total of 15 variable refrigerant flow (VRF) systems with 190 indoor units of various types are used. These systems are equipped with high efficiency inverter driven scroll compressors. In order to further improve the energy efficiency to meet green building certification, some VRF systems use geothermal sources. The inner periphery has a relatively constant heat and cooling load, is hence serviced by 4 absorption chillers. The core zone is occupied primarily by special laboratories, its HVAC needs are covered by three turbo chillers. This paper will begin with an architecture overview and design objectives of HVAC systems design, followed by in-depth analysis and comparisons of different HVAC systems design options in terms of energy efficiency, human comfort, and initial investment and system life cycle costs. Extensive Computational Fluid Dynamics (CFD) studies were conducted to investigate the impact of different types of indoor unit on indoor temperature and air flow distribution. This paper presents the key findings of these studies for optimal selection of indoor units.

3  Energy and Exergy Performances of Air-Based vs. Water-Based Heating and Cooling Systems: A Case Study of a Single-Family House (ST-16-C070)

Ongun B. Kazanci, Technical University of Denmark
Masanori Shukuya, Ph.D., Tokyo City University
Bjarne W. Olesen, Ph.D., Technical University of Denmark
Different indoor terminal units can be used to heat and cool indoor spaces. These terminal units mostly rely on convection and radiation heat transfer mechanisms but their relative ratios can vary significantly for air-based and water-based systems with implications on whole system performance, in terms of energy and exergy. In addition to the energy and exergy input required at the heating and cooling plants, the energy use of auxiliary components (fans and pumps) also vary depending on the chosen terminal unit.

In order to study the energy and exergy performances of air-based and water-based systems, an air heating and cooling system, and a radiant floor heating and cooling system were chosen, respectively. A single-family house was used as a case study assuming that different space heating and cooling systems were used to condition the indoor space of this house. In addition to the thermal energy and exergy inputs to the system, energy and exergy inputs to the auxiliary components were also studied. Both heating and cooling cases were considered and three climatic zones were studied; Copenhagen (Denmark), Yokohama (Japan), and Ankara (Turkey).

The analysis showed that the water-based radiant heating and cooling system performed better than the air-based system both in terms of energy and exergy input to the heating/cooling plant. The relative benefits of the water-based system over the air-based system vary depending on the climatic zone. The air-based system also requires higher auxilliary energy input compared to the water-based system and this difference is mainly due to the required air-flow rates to address the heating and cooling demands, indicating a clear benefit for the water-based system over the air-based system.

The auxilliary energy and exergy input to different systems is an important parameter for the whole system performance and its effects become more pronounced and can be studied better in terms of exergy than energy. In order to fully benefit from the water-based systems, the auxiliary energy use should be minimized.

4  Enhancing Mechanical Engineering Productivity with BIM (ST-16-C071)

Blake Guither, P.E.
Many engineering companies have used Revit and have already crossed the first major hurdles of implementation, standards, and productivity. However, firms are not using data and metrics from connected systems in Revit for design, coordination, and quality control. Time is being spent entering data and getting families to schedule as opposed to actually reviewing and using data in the model.

One of the larger sets of external information for a project is the HVAC cooling and heating loads. By exporting space properties (i.e. Name, No., Floor Area, etc.) from Revit thru gbXML to load & energy analysis software, data entry time and errors are reduced.  Once HVAC loads are completed the calculated results can be brought back into the Revit model. This allows a Space Airflow Schedule in Revit to be utilized by engineers to also show diffuser airflows.  Calculated airflows are calculated from the Load software. This removes the need to go to each view/sheet and edit and sum airflows. Once diffusers have airflows, then the ductwork sizes can be reviewed and adjusted by using velocity and pressure drop diagrams in Revit. These color coded ductwork diagrams can be setup to flag or highlight a section of duct that falls out of a company’s design standard tolerance range. The airflow from all the diffusers that connects to a piece of equipment is also able to be verified and checked in a Schedule against the scheduled airflow value. The gas load in a schedule for any piece of equipment can also be used to drive gas flow (CFH) thru the gas piping systems.  This process is dynamic which saves the time of adding up CFH values. Revit also provides the ability to perform ASHRAE 62.1-2007 ventilation calculations for constant volume single zone systems.  The setup is very easy at the beginning of a project and also dynamically updates if the design changes.

The calculations and design workflows outlined above are just the beginning of the potential productivity gains.  Other gains come from Fixture Unit propagation for Sanitary and Vent systems, and even the area served by roof drains.  These productivity gains require some investment time to set up workflows, schedules and views.  This investment will not only provide additional productivity and consistency, but also better quality control resulting from all of the information residing in one location.

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