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Proceedings from 2022

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Recursive Bayesian Calibration of Data-Driven Archetype Building Energy Models for Residential Sector: Application to a Research House, Seyed Matin Abtahi, Andreas K. Athienitis, and Benoit Delcroix

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Contagion Risk Assessment For COVID-19 Variants With A Dynamic Approach For A Multizone Building Model Of University Classrooms, Riccardo Albertin, Giovanni Pernigotto, and Andrea Gasparella

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Assessment Of Short-Term Aquifer Thermal Energy Storage For Energy Management In Greenhouse Horticulture: Modeling And Optimization, Queralt Altes-Buch, Tanguy Robert, Sylvain Quoilin, and Vincent Lemort

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A Review on Carbon Emissions of Ultra-High-Performance Fiber Reinforced Concrete as a Building Construction Material, Syed Muhammad Aqib and Z. John Ma

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District-level validation of a shoeboxing algorithm for Urban Building Energy Modeling, Federico Battini, Giovanni Pernigotto, and Andrea Gasparella

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Modeling Air Handling Units to Create a Diverse Fault Dataset for FDD Innovation: Lessons Learned and Recommendations, Armando Casillas, Yimin Chen, Guanjing Lin, Jessica Granderson, Sen Huang, and Zhelun Chen

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Building Energy Model Calibration with Functional Inputs and Outputs for Performance Monitoring, Thomas Cerbelaud, Bruno Duplessis, Pascal Stabat, and Riad Ziour

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Fault Detection and Diagnostic Method Based on Evolving Data-driven Model for Radiant Heating and Cooling Systems, Sujit Dahal, Liping Wang, and James Braun

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Peak Demand Limiting Packaged Rooftop HVAC Unit Coordination, Joshua Devenezia, Todd Rossi, and Michael Muller

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Development of a Camera-based Tool to Monitor Non-binary Occupants’ Interaction with Windows and Shadings, Julian Donges, Federica Morandi, Alessandro Prada, Francesca Cappelletti, and Andrea Gasparella

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Cooling Concepts for Residential Buildings: A Comparison Under Climate Change Scenarios, Essam Elnagar and Vincent Lemort

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Energy Model of an Air Source Heat Pump to Explore Performance Improvements under Cold Conditions: a Python Framework, Conrado Ermel, Marcus V.A. Bianchi, and Paulo S. Schneider

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Hybrid Modeling Approach For Better Identification Of Building Thermal Network Model And Improved Prediction, Sang woo Ham and Donghun Kim

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Demonstration of Thermal Energy Storage System with Salt Hydrate Phase Change Material Composite, Jason Robert Hirschey, Kyle R. Gluesenkamp, and Samuel Graham

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A Framework for Analyzing Widespread Grid Intervening Technologies: A Case Study of Heat Pump-Integrated Thermal Energy Storage Systems in Buildings, Jason Robert Hirschey, Richard A. Simmons, Tim J. Laclair, Kyle R. Gluesenkamp, and Samuel Graham

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Evaluation of a Graphene Enhanced Photocatalytic Oxidation Device, Paul Gerard Hoertz, Stephen Kujak, and Kathleen Owen

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Data Analytics for Evaluating Campus Energy Use, Whitman Jerman, Soowon Chang, and William Hutzel

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Object Tracking-based Droplet Characterization on High Flowrate Electrospray for PM Removal, Minkyu Jung, Soyeon Kim, Donik Ku, Sanghun Jeong, Soojin Bae, Gijeong Seo, and Minsung Kim

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Developing Learning-Based Models for Occupant Centric Control, Richard Lamont Kimball, Jin Wen, Zheng O'Niell, Tao Yang, and Yicheng Li

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Optimal Load Shifting for Multiple ON/OFF Air Conditioning Units: How to Avoid Unnecessary Peak for Precooling?, Donghun Kim and James Braun

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Generalized Disjunctive Programming-based, Mixed Integer Linear MPC Formulation for Optimal Operation of a District Energy System for PV Self-consumption and Grid Decarbonization: Field Implementation, Donghun Kim, Tianzhen Hong, and Mary Ann Piette

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Experimental Study of Electrospray for Exhaust Gas Treatment, Soyeon Kim, Minkyu Jung, Sanghun Jeong, Donik Ku, Soojin Bae, Gijeong Seo, and Minsung Kim

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Evaluation of a Gaseous Hydrogen Peroxide Generating Device, Stephen Kujak, Paul Gerard Hoertz, and Kathleen Owen

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Outdoor Comfort in Public Spaces, a Critical Review, Mingliang Li, Hongxi Yin, Ming Qu, and Ian Trivers

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Assessing EMIS Benefits: A New Field Evaluation Protocol Offers Rigor and Flexibility, Guanjing Lin, Eliot Crowe, Valerie Nibler, and Jessica Granderson

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Performance Modeling and Analysis of a Thermoelectric Building Envelope for Space Heating, Xiaoli Liu, Ming Qu, Kazuaki Yazawa, Jorge Kohanoff, Piotr Chudzinski, Lorenzo Stella, Brian Norton, Niall Holmes, Ruchita Jani, Hongxi Yin, and Conrad Johnston

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Comparison Study Of High-performance Rule-based HVAC Control With Deep Reinforcement Learning-based Control In A Multi-zone VAV System, Xing Lu, Yangyang Fu, Shichao Xu, Qi Zhu, Zheng O’Neill, and Zhiyao Yang

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Operating Cost Assessment of Space Conditioning and Water Heating Technologies in a Residential Building Across the United States, Zechao Lu, James E. Braun, and Davide Ziviani

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A Luminance-based Approach For Inferring Personal Daylight Preferences Using A New Composite Similarity Index, Dongjun Mah, Jie Xiong, and Athanasios Tzempelikos

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Preliminary Analysis On The Sensitivity To The Four Comfort Domains Of People With Autism Spectrum Condition, Arianna Marzi, Luca Zaniboni, Marco Caniato, and Andrea Gasparella

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A Heuristic Model Predictive Control Method to Activate the Energy Flexibility of School Buildings, Navid Morovat, Andreas K Athienitis, and José Agustín Candanedo

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Numerical Investigation of Solar and Geothermal Powered Desiccant Assisted Air Conditioning in Full-Year Operation, Peter Niemann and Arne Speerforck

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Field-test performance of Solid Oxide Fuel Cells (SOFC) for residential cogeneration applications, Nicolas Paulus and Vincent Lemort

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Assessment Of The Accuracy Of Solar Irradiance Models In Mountain Locations: The Case Of Bolzano, Italy, Giovanni Pernigotto, Alessandro Prada, and Andrea Gasparella

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Investigating the Quality of the Correlation Between Indoor Environmental Factors and Human Perception, Ilaria Pittana, Federica Morandi, Francesca Cappelletti, and Andrea Gasparella

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Lagged-kNN Based Data Imputation Approach for Multi-Stream Building Systems Data, Ojas Pradhan, David Hälleberg, Zhelun Chen, Jin Wen, Teresa Wu, K. Selcuk Candan, and Zheng O'Neill

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Model Predictive Control for a Grid-interactive Efficiency Thermal-storage-integrated Heat Pump System, Liang Shi, Ming Qu, Xiaobing Liu, Jin Dong, Borui Cui, and Lingshi Wang

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Smart Low-cost Thermal Imaging Acquisition Towards Personal Comfort Prediction, Ati Soleimanijavid and Iason Konstantzos

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PCM Material Selection For Heat Pump Integrated With Thermal Energy Storage For Demand Response in Residential Buildings, Sara Sultan, Tugba Turnaoglu, Damilola Akamo, Jason Hirschey, Tim Laclair, Xiaobing Liu, and Kyle R. Gluesenkamp

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A Novel Hybrid Modeling Method for Predicting Energy Use of Hydronic Radiant Slab Systems, Liping Wang, Lichen Wu, and James Braun

Proceedings from 2021

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Developing a Framework for Determining Optimum Dispatch of Energy to a Building from Conventional and Renewable Sources, Sultan Ahmad and William Travis Horton

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Effect of Inlet Duct Design on Fan Performance of Indoor Air Handling Units with Pull-Through Fan Configuration (ASHRAE RP-1743), Khaled I. Alghamdi and Christian K. Bach

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Development of a shoeboxing approach for Urban Building Energy Modeling, Federico Battini, Giovanni Pernigotto, and Andrea Gasparella

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3D CFD Simulation of a New Ventilated Roof, Michele Calati, Luca Doretti, Cristiano Gatto, and Simone Mancin

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A Data-driven Model Development for Generalized Building Energy Predictions, Tao Cao, Lei Gao, Vikrant C. Aute, and Yunho Hwang

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Performance Evaluation of Three Virtual Metering Methods to Estimate Zone-level Perimeter Heater Energy Requirement, Darwish Darwazeh, Jean Duquette, and Burak Gunay

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Reinforcement Learning for Building Management Systems, Parastoo Delgoshaei, Amanda Pertzborn, and Mohammad Heidarinejad

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The Role of Occupant Behavior Models in Multi-Objective Optimization Analysis, Julian Donges, Alessandro Prada, Francesca Cappelletti, and Andrea Gasparella

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Analysis of Automated Fault Detection and Diagnostics Records as an Indicator of HVAC Fault Prevalence: Methodology and Preliminary Results, Amir Ebrahimifakhar, David Yuill, Amanda Smith, Jessica Granderson, Eliot Crowe, Yimin Chen, and Hayden Reeve

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Recurrent Neural Network-based Economic MPC Applied to Building HVAC Systems, Matthew Ellis and Venkatesh Chinde

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Optimization of Multi-zone Building HVAC Energy Consumption by Utilizing Fuzzy Model Based Predictive Controller, Ahmad Esmaeilzadeh, Brian Deal, Aghil Yousefi-Koma, and Mohammad Reza Zakerzadeh

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Enabling Solar Power with Residential Water Heater Load-Shifting, Celeste Fieberg

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Standard Testing Protocols for CO2 Sensors and CO2-based Demand Control Ventilation Systems, Antonea Frasier, Frederick Meyers, Derrick Ross, Theresa Pistochini, and Matthew J. Ellis

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Adaptive Grey-Box Models for Model Predictive Building Control Using the Unscented Kalman Filter, Svenne Freund and Gerhard Schmitz

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Pathways to Decarbonization of Residential Heating, Alex Fridlyand, Paul Glanville, and Michael Garrabrant

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Fault Detection and Diagnosis for Residential HVAC Systems using Transient Cloud-based Thermostat Data, Fangzhou Guo and Bryan P. Rasmussen

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Towards a Techno-Economic Analysis of PCM-Integrated Hybrid HVAC Systems, Dre Helmns, David Blum, Armando Casillas, Anand Prakash, Jonathan Woolley, David Vernon, Caton Mande, Michael Woodcox, and Spencer Dutton

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Thermal Charging Rate of Composite Wax-Expanded Graphite Phase Change Materials, Jason Robert Hirschey, Navin Kumar, Tim LaClair, Kyle R. Gluesenkamp, and Samuel Graham

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Review of Low-Cost Organic and Inorganic Phase Change Materials with Phase Change Temperature between 0°C and 65°C, Jason Robert Hirschey, Navin Kumar, Tugba Turnaoglu, Kyle R. Gluesenkamp, and Samuel Graham

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Integration of Phase Change Material-Based Storage in Air Distribution Systems to Increase Building Power Flexibility, Philani Hlanze, Aly Elhefny, Zhimin Jiang, Jie Cai, and Hamidreza Shabgard

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Design of Net Zero Energy Environmental Engineering Building in Peru, William Hutzel, Pedro Flores-Larico, Travis Horton, and Mark Zimpfer

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Environmental Index for Real Time Feedback on Biowall Indoor Air Quality, William Hutzel, Hengyu Liu, and Jun Ho Kim

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Technical and Economic Analysis of a Residential Heat Pump with Photovoltaic Solar Panels in Self-Consumption for Space Heating, Cooling and DHW Production, Pedro Jorquera Ferrat and Michèle Mondot

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Multi-criteria Evaluation Of River Source Heat Pump Systems In Terms Of Life Cycle Performance, Yujun Jung and Hoseong Lee

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Modeling of the NIST Intelligent Building Agents Labratory, Adam Jacob Kopach

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Assessment of Metal-Hydride Energy Storage Coupled with Heat Pumps and Solar PV for Residential Cooling and Heating, Patrick Krane, Davide Ziviani, James E. Braun, Neera Jain, and Amy Marconnet

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Novel Dishwasher with Thermal Storage and Thermoelectric Heat Recovery, Navin Kumar, Kyle R. Gluesenkamp, Joseph Rendall, Viral Patel, Tony Gehl, Ahmad Abu-Heiba, Tugba Turnaoglu, Guolian Wu, and Raveendran Vaidhyanathan

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Simulation-based Energy and Daylighting Impact Assessment of Integrated Shading Devices and Lighting Controls in Commercial Buildings, Niraj Kunwar and Mahabir Singh Bhandari

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Material Selection and Sizing of a Thermoelectric Generator (TEG) for Power Generation in a Self-Powered Heating System, Tim J. LaClair, Kyle R. Gluesenkamp, Hsin Wang, Ahmad Abuheiba, Praveen Cheekatamarla, Sandeep Alavandi, Hamid Abbasi, David Cygan, Alexander Kirk, and Uttam Ghoshal

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A Comparison of Interpolation Methods in Fast Fluid Dynamics, Eric Leonard, Hongtao Qiao, and Saleh Nabi

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Pattern Analysis of Dynamic Grid Incentives and the Implications on Optimal Control of Building Thermal Energy Storage, Lily X. Li and Gregory S. Pavlak

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Fault “Auto-correction” for HVAC Systems: A Preliminary Study, Guanjing Lin, Marco Pritoni, Yimin Chen, Christopher Weyandt, Raphael Vitti, and Jessica Granderson

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Characteristics of Graphite and MnO2 Enhanced Cement-Based Thermoelectric Composite for Low-Temperature Applications, Xiaoli Liu, Ming(1) Qu, and Alan Phong Tran Nguyen

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A Three-Dimensional Transient Model for Evaluating the Performance of Cement-Based Thermoelectric Module, Xiaoli Liu, Ming Qu, and Kazuaki Yazawa

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The Case for DC: Motivation of Modern Topologies, DC-Powered Solutions, and Applications within Residential Environments, Jonathan Ore, Fatih Meral, Davide Ziviani, and Eckhard Groll

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Development Of Climate Classification Through Hierarchical Clustering For Building Energy Simulation, Giovanni Pernigotto, Andrea Gasparella, and Jan Hensen

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Demand Side Management and Battery Storage Utilization to Increase PV Self-consumption of a Modulating Heat Pump, Maria Pinamonti, Alessandro Prada, and Paolo Baggio

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A Unified MPC Formulation for Control of Commercial HVAC Systems in Multiple Climate Zones, Naren Srivaths Raman, Bo Chen, and Prabir Barooah

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Simulation Of Efficiency Of Different Configurations Of Residential Hybrid Heating Systems Combining Boiler And Heat Pump, Erica Roccatello, Alessandro Prada, Paolo Baggio, Cristian Zambrelli, and Marco Baratieri

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A Practical Data-Driven Multi-Model Approach to Model Predictive Control: Results from Implementation in an Institutional Building, Etienne Saloux, Nunzio Cotrufo, and José Candanedo

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Field Evaluation of Solar Thermal Air Collectors, Zachary Schreiber, James Rieser, and William Hutzel

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Development and Evaluation of Low-Cost CO2 Sensors for Buildings, Zachary A. Siefker, Abhi R. Boyina, Xikang Zhao, John N. Hodul, James E. Braun, George T C Chiu, Bryan W. Boudouris, and Jeffrey F. Rhoads

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Analysis of Residential Time-of-Use Utility Rate Structures and Economic Implications for Thermal Energy Storage, Sara Sultan, Jason Hirschey, Kyle R. Gluesenkamp, and Samuel Graham

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Model Based Co-Simulation Platform for Integrated Building System Control and Design Optimization, Jian Sun and Bo Shen

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Superheat Prediction & Fault Diagnostics of HVAC from Simple Temperature Measurements Using Big Data Approach, Mehari Tesfay, Fadi Alsaleem, Kevin Sinkar, and Parthiban Arunasalam

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Community Heat Pump Systems Utilizing Oil-Free Compressor Technology, Drew Scott Turner and Davide Ziviani

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A Modeling Approach to Characterize the Demand Flexibility of the Air Distribution System in Commercial Buildings, Elvin Vindel, Mario Berges, and Burcu Akinci

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Energy Modeling and Energy Efficiency Opportunities for a Public Library Building in the Upper Peninsula of Michigan, Amarnath Warty and Sunil Mehendale

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Elementary School Renovation to Achieve Net Zero Energy, Songhao Wu, Brian Tedeschi, Zach Schreiber, William J. Hutzel, and Luciana Debs

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Design and Development of a Human Building Interaction Laboratory, Sourabh Yadav, Parveen Dhillon, Orkan Kurtulus, Charles Baxter, Davide Ziviani, W Travis Horton, Panagiota Karava, and James E. Braun

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Assessing the Value of Uncertainty-Aware Transactive Control Framework for Commercial and Residential Buildings, Min Gyung Yu and Gregory Pavlak

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A Whole Building Life-Cycle Assessment Approach to Support Decision-Making for Sustainable Buildings, Hao Zhang, Jie Cai, and James E. Braun

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Local Sensing and Personalized Thermal Comfort: Model-Predictive vs Conventional Control Approaches, Hejia Zhang, Xiaoqi Liu, Seungjae Lee, and Athanasios Tzempelikos

Proceedings from 2018

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Domestic Dishwasher Simulated Energy Efficiency Evaluation Using Thermoelectric Heat Pump for Water Heating and Dish Drying, Ahmad Abu-Heiba, Mini Malhotra, Kyle R Gluesenkamp, and Viral Patel

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Building Flexibility Estimation and Control for Grid Ancillary Services, Veronica Adetola, Fu Lin, Shui Yuan, and Haydeen Reeve

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Practice-Oriented System Identification Strategies for MPC of Building Thermal and HVAC Dynamics, Anas Alanqar, Matthew J Ellis, Juan E Tapiero Bernal, and Michael J Wenzel

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A Python-Based Toolbox for Model Predictive Control Applied to Buildings, Javier Arroyo, Bram Van Der Heijde, Alfred Spiessens, and Lieve Helsen

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Design of Experiments for Learning Personalized Visual Preferences of Occupants In Private Offices, Nimish Awalgaonkar Awalgaonkar, Jie Xiong, Ilias Bilionis, Athanasios Tzempelikos, and Panagiota Karava

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Air Source Heat Pump Systems: Control Strategy Based on the Knowledge of the Time Evolution of the Electricity Price in the Italian Context, Elena Bee, Alessandro Prada, and Paolo Baggio

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Rule Based Control Strategies of Thermal Storage in Residential Heating Systems with Air-Source Heat Pump and Photovoltaic Panels, Elena Bee, Alessandro Prada, and Paolo Baggio