Publications

Commercial Building Systems

Applied research to achieve efficient commercial buildings

Publications

2024

Kramer, Hannah, Nora Hart, Alexandra Duncan, Joshua Kace, Haley Tong, and Jessica Granderson."Building Performance Software: Portfolio-Level Capabilities and Applications." (2024). DOI
Ding, Chao, Jing Ke, Mark D Levine, and Nan Zhou."Potential of artificial intelligence in reducing energy and carbon emissions of commercial buildings at scale."Nature Communications 15 (2024). DOI
Robinson, Alastair, Samuel Fernandes, Tianzhen Hong, Sang Hoon Lee, Ronnen M Levinson, and Mary Ann Piette."Potential Urban Heat Island Countermeasures and Building Energy Efficiency Improvements in Los Angeles County." (2024).
Zanetti, Ettore, David Blum, Marco Pritoni, and Mary Ann Piette."Field Performance of Commercial Building Load Flexibility Using Model Predictive Control."8th International High Performance Buildings Conference at Purdue (2024). DOI

2023

Liu, Jingjing, Lili Yu, Rongxin Yin, Mary Ann Piette, Marco Pritoni, Armando Casillas, and Peter Schwartz."Factors Influencing Building Demand Flexibility." (2023). DOI
Crowe, Eliot, Yimin Chen, Hayden Reeve, David Yuill, Amir Ebrahimifakhar, Yuxuan Chen, Lucas Troup, Amanda Smith, and Jessica Granderson."Empirical Analysis of the Prevalence of HVAC Faults in Commercial Buildings." (2023). DOI
Shackelford, Jordan, Alastair Robinson, Cynthia Regnier, and Sang Hoon Lee."Getting Beyond Widgets: Performance of Efficient Indoor Air Quality System Retrofit Packages for Schools." (2023). DOI
Wan, Shanshan, Mengnan Zhao, Yimin Chen, Shuyue Yang, Dongwei Qiu, and James Lo."A novel data-driven relationship inference approach for automatic data tagging in building heating, ventilation and air conditioning systems."Building and Environment Vol. No..246 (2023). DOI
Shackelford, Jordan, Alastair Robinson, Cynthia Regnier, and Sang Hoon Lee."Getting Beyond Widgets: Performance of Efficient Indoor Air Quality System Retrofit Packages for Schools." (2023).
Granderson, Jessica, Guanjing Lin, Yimin Chen, Armando Casillas, Jin Wen, Zhelun Chen, Piljae Im, Sen Huang, and Jiazhen Ling."A labeled dataset for building HVAC systems operating in faulted and fault-free states."Scientific Data 10 (2023). DOI
Chen, Zhelun, Zheng O'Neill, Jin Wen, Ojas Pradhan, Tao Yang, Xing Lu, Guanjing Lin, Shohei Miyata, Seungjae Lee, Chou Shen, Roberto Chiosa, Marco Savino Piscitelli, Alfonso Capozzoli, Franz Hengel, Alexander Kuhrer, Marco Pritoni, Wei Liu, John Claub, Yimin Chen, and Terry Herr."A review of data-driven fault detection and diagnostics for building HVAC systems."Applied Energy Vol.339 No..121030 (2023). DOI
Regnier, Cynthia, Luis L Fernandes, Kaiyu Sun, Pia Engel-Moss, Tom Abram, Luke McGuire, and Ruju Rathod."Integrated Whole-Building Zero Net Energy Retrofits for Small Commercial Offices." (2023).
Kramer, Hannah, Nora Hart, Jessica Granderson, and Tom Abram."Framework for Greenhouse Gas Emissions Reduction Planning: Building Portfolios." (2023).
Granderson, Jessica, Samuel Fernandes, and Anand Prakash."Unmanned Aerial Vehicle Image Dataset of the Built Environment for 3D reconstruction (UAVID3D)." (2023). DOI
Lin, Guanjing, Marco Pritoni, Yimin Chen, Raphael Vitti, Christopher Weyandt, and Jessica Granderson."Implementation and test of an automated control hunting fault correction algorithm."Energy & Buildings Vol.283 No..112796 (2023). DOI

2022

Liu, Jingjing, Rongxin Yin, Lili Yu, Mary Ann Piette, Marco Pritoni, Armando Casillas, Jiarong Xie, Tianzhen Hong, Monica Neukomm, and Peter Schwartz."Defining and applying an electricity demand flexibility benchmarking metrics framework for grid-interactive efficient commercial buildings."Advances in Applied Energy 8 (2022) 100107. DOI
Mathew, Paul A, Jordan Shackelford, Cynthia Regnier, Sang Hoon Lee, and Travis Walter."Energy efficiency package for rooftop unit replacement: laboratory testing and validation of energy savings."Science and Technology for the Built Environment (2022). DOI
Casquero-Modrego, Nuria, WR Chan, Brennan Less, and Iain S Walker."Getting to Scale for Decarbonizing Homes in the US: An Industry Survey."SBE22Delft - Innovations for the Urban Energy Transition: Preparing for the European Renovation Wave (2022). DOI
Gautier, Antoine, Michael Wetter, and Matthias Sulzer."Resilient cooling through geothermal district energy system."Applied Energy 325 (2022) 119880. DOI
Chen, Yimin, Jin Wen, Ojas Pradhan, James Lo, and Teresa Wu."Using discrete Bayesian networks for diagnosing and isolating cross-level faults in HVAC systems."Applied Energy 327 (2022). DOI
Regnier, Cynthia, Paul A Mathew, Jordan Shackelford, Sang Hoon Lee, Alastair Robinson, and Travis Walter."Multi-technology building system retrofits for utility incentive programs: Savings, costs and baseline considerations."Energy and Buildings (2022). DOI
Liu, Jingjing, Lili Yu, Rongxin Yin, Mary Ann Piette, Marco Pritoni, Armando Casillas, Monica Neukomm, and Amir Roth."Benchmarking Demand Flexibility in Commercial Buildings and Flattening the Duck – Addressing Baseline and Commissioning Challenges."2022 Summer Study on Energy Efficiency in Buildings (2022). DOI
Earni, Shankar, and Philip Coleman."Better bang for your buck? Comparing savings realization from ESPCs and direct-funded projects."ACEEE Summer Study 2022 (2022). DOI
Prakash, Anand, Marco Pritoni, Margarita Kloss, Mary Ann Piette, Michel Kamel, and Dotty Hage."Cloud-Control of Legacy Building Automation System: A case study."2022 Summer Study on Energy Efficiency in Buildings (2022). DOI
Casillas, Armando, Guanjing Lin, Jessica Granderson, Sen Huang, and Yan Chen."Development of a Simulated Air Handling Unit Fault Dataset for FDD Tools: Lessons Learned and Considerations for FDD Developers."2022 ACEEE Summer Study on Energy Efficiency in Buildings (2022). DOI
Lin, Guanjing, Armando Casillas, Maggie Sheng, and Jessica Granderson."Evaluating the Performance of HVAC Optimal Control Based on Real-time Floor-by-Floor Occupancy Data."ACEEE (2022).
Helmns, Dre, Armando Casillas, Anand Prakash, David Blum, Marco Pritoni, Spencer M Dutton, Jonathan Woolley, and Subhrajit Chakraborty."Heat Pumps with Phase Change Thermal Storage: Flexible, Efficient, and Electrification Friendly."2022 Summer Study on Energy Efficiency in Buildings (2022). DOI
Langner, Rois, Eliot Crowe, and Jessica Granderson."Quantifying the Value of Grid-Interactive Efficient Buildings through Field Study." (2022).
Singh, Reshma, Samuel Fernandes, Anand Prakash, Paul A Mathew, Jessica Granderson, Colman Snaith, Rahul Pusapati, Prakash Jadhav, Avideh Zakhor, Rishi Upadhyay, Ozgur Gonen, and Harry Bergmann."Scaling Building Energy Audits through Machine Learning Methods on Novel Drone Image Data."2022 Summer Study on Energy Efficiency in Buildings (2022). DOI
Roa, Carlos Duarte, Paul Raftery, Ruiji Sun, Lazlo Paul, Anand Prakash, Marco Pritoni, Gabe Fierro, and Therese Peffer."Towards a Stronger Foundation: Digitizing Commercial Buildings with Brick to Enable Portable Advanced Applications."2022 Summer Study on Energy Efficiency in Buildings (2022). DOI
Roth, Amir, Michael Wetter, Kyle Benne, Yan Chen, Gabriel Fierro, Marco Pritoni, Avijit Saha, and Draguna Vrabie."Towards Digital and Performance-Based Supervisory HVAC Control Delivery."2022 Summer Study on Energy Efficiency in Buildings (2022). DOI
Crowe, Eliot, Yimin Chen, Jessica Granderson, Hayden Reeve, LucasTroup LucasTroup, David Yuill, and Yuxuan Chen."What We Learned From Analyzing 18 Million Rows of Commercial Buildings’ HVAC Fault Data."ACEEE Summer Study on Energy Efficiency in Buildings (2022).
Yu, Lili, Jingjing Liu, Rongxin Yin, Mary Ann Piette, Marco Pritoni, Armando Casillas, Monica Neukomm, and Amir Roth."When Do Efficiency and Demand Flexibility Go Hand-in-hand?."2022 Summer Study on Energy Efficiency in Buildings (2022). DOI
Lin, Guanjing, Eliot Crowe, Valerie Nibler, and Jessica Granderson."Assessing EMIS Benefits: A new field evaluation protocol offers rigor and flexibility."The 7th International High Performance Buildings Conference at Purdue (2022).
Lin, Guanjing, Hannah Kramer, Valerie Nibler, Eliot Crowe, and Jessica Granderson."Building Analytics Tool Deployment at Scale: Benefits, Costs, and Deployment Practices."Energies Vol.15 (2022). DOI
Casillas, Armando, Yimin Chen, Guanjing Lin, Jessica Granderson, Sen Huang, and Zhelun Chen."Modeling Air Handling Units to Create a Diverse Fault Dataset for FDD Innovation: Lessons Learned and Recommendations."7th International High Performance Buildings Conference (2022). DOI
Walter, Travis, and Paul A Mathew."City-level impacts of building tune-ups: Findings from Seattle’s building tune-ups program."Energy Policy (2022). DOI
Regnier, Cynthia, and Alastair Robinson."BEYOND WIDGETS SYSTEM PACKAGES Deployment Strategies." (2022).
Regnier, Cynthia, Paul A Mathew, Leo Rainer, and Christopher CaraDonna."Systems Packages for Washington State Building Performance Standard Incentive Program: Phase 1 Analysis." (2022).
Chen, Yimin, Guanjing Lin, Zhelun Chen, Jin Wen, and Jessica Granderson."A simulation-based evaluation of fan coil unit fault effects."Energy and Buildings 263 (2022). DOI
Chen, Yimin, Jin Wen, and James Lo."Using Weather and Schedule based Pattern Matching and Feature based PCA for Whole Building Fault Detection — Part II Field Evaluation."Journal of Engineering for Sustainable Buildings and Cities (2022). DOI
Pritoni, Marco, Guanjing Lin, Yimin Chen, Raphael Vitti, Christopher Weyandt, and Jessica Granderson."From fault-detection to automated fault correction: a field study."Building and Environment 214 (2022).
Chen, Yimin, Zhelun Chen, Guanjing Lin, Jin Wen, and Jessica Granderson."A simulation-based method to analyze fan coil unit fault impacts."2022 ASHRAE Summer Conference (2022).
Fernandes, Samuel, Eliot Crowe, Samir Touzani, and Jessica Granderson."Detecting the undetected: Dealing with non-routine events using advanced M&V meter-based savings approaches." (2022).
Chen, Yimin, Eliot Crowe, Guanjing Lin, and Jessica Granderson."Integration of FDD Data to Aid HVAC System Maintenance."The 9th ACM International Conference on Systems for Energy-Efficient Built Environments (BuildSys 2022) (2022). DOI

2021

Touzani, Samir, Anand Prakash, Zhe Wang, Shreya Agarwal, Marco Pritoni, Mariam Kiran, Richard E Brown, and Jessica Granderson."Controlling distributed energy resources via deep reinforcement learning for load flexibility and energy efficiency."Applied Energy (2021). DOI
Touzani, Samir, Marc Wudunn, Samuel Fernandes, Avideh Zakhor, Rohullah Najibi, and Jessica Granderson."A MACHINE LEARNING APPROACH TO ESTIMATE WINDOWS-TO-WALL RATIO USING DRONE IMAGER." (2021).
Chen, Yimin, Guanjing Lin, Eliot Crowe, and Jessica Granderson."Development of a Unified Taxonomy for HVAC System Faults."Energies 14.17 (2021) 5581. DOI
Chen, Yimin, Guanjing Lin, Eliot Crowe, and Jessica Granderson."Development of a Unified Taxonomy for HVAC System Faults."Energies 14 (2021).
Granderson, Jessica, Mrinalini Sharma, Eliot Crowe, David A Jump, Samuel Fernandes, Samir Touzani, and Devan Johnson."Assessment of Model-Based Peak Electric Consumption Prediction for Commercial Buildings."Energy and Building 245 (2021). DOI
Mathew, Paul A, Lino Sanchez, Sang Hoon Lee, and Travis Walter."Assessing the Energy Resilience of Office Buildings: Development and Testing of a Simplified Metric for Real Estate Stakeholders."Building Vol.11(3) No.96 (2021). DOI
Satchwell, Andrew, Mary Ann Piette, Aditya Khandekar, Jessica Granderson, Natalie Mims Frick, Ryan Hledik, Ahmad Faruqui, Long Lam, Stephanie Ross, Jesse Cohen, Kitty Wang, Daniela Urigwe, Dan Delurey, Monica Neukomm, and David Nemtzow."A National Roadmap for Grid-Interactive Efficient Buildings." (2021).
Lin, Guanjing, Marco Pritoni, Yimin Chen, Christopher Weyandt, Raphael Vitti, and Jessica Granderson."Fault “Auto-correction” for HVAC Systems: A Preliminary Study."The 6th International High Performance Buildings Conference at Purdue (2021).
Less, Brennan, Iain S Walker, and Nuria Casquero-Modrego."Emerging Pathways to Upgrade the US Housing Stock: A Review of the Home Energy Upgrade Literature." (2021).
Kim, Janghyun, Kim Trenbath, Jessica Granderson, Yimin Chen, Eliot Crowe, Hayden Reeve, Sarah Newman, and Paul Ehrlich."Research challenges and directions in HVAC fault prevalence."Science and Technology for the Built Environment 27 (2021). DOI
Walter, Travis, and Paul A Mathew."GHG policy impacts for Seattle’s buildings: targets, timing, and scope."Buildings and Cities (2021). DOI
Mathew, Paul A, Paulo Issler, and Nancy Wallace."Should commercial mortgage lenders care about energy efficiency? Lessons from a pilot study."Energy Policy 150 (2021). DOI
Walter, Travis, and Paul A Mathew."GHG policy impacts for Seattle’s buildings: targets, timing, and scope."Buildings and Cities 2 (2021). DOI
Chan, Wanyu R, Brennan Less, and Iain S Walker."DOE Deep Energy Retrofit Cost Survey." (2021).
Less, Brennan, Iain S Walker, Nuria Casquero-Modrego, and Leo I Rainer."The Cost of Decarbonization and Energy Upgrade Retrofits for US Homes." (2021).
Robinson, Alastair, and Ranjith Narasimhamurthy."Validation of District Energy Systems for American Communities." (2021).

2020

Granderson, Jessica, Samuel Fernandes, Samir Touzani, Chih-Cheng Lee, Eliot Crowe, and Margaret Sheridan."Spatio-temporal impacts of a utility’s efficiency portfolio on the distribution grid."Energy 212.118669 (2020). DOI
Crowe, Eliot, Evan Mills, Tom Poeling, Claire Curtin, Diana Bjornskov, Liz Fischer, and Jessica Granderson."Building Commissioning Costs and Savings Across Three Decades and 1,500 North American Buildings."Energy and Buildings 227.110408 (2020). DOI
Mathew, Paul A, Cynthia Regnier, Jordan Shackelford, and Travis Walter."Energy Efficiency Package for Tenant Fit-Out:Laboratory Testing and Validation of Energy Savingsand Indoor Environmental Quality."Energies (2020). DOI
Singh, Reshma, Anand Prakash, Mary Ann Piette, and Shreya Agarwal."A Community Energy Operations and Planning System: Concept, Use cases, Metrics, and Benefits."The American Council for an Energy-Efficient Economy (2020).
Fernandes, Samuel, Eliot Crowe, Samir Touzani, and Jessica Granderson."Detecting the undetected: Dealing with non-routine events using advanced M&V meter-based savings approaches."ACEEE Summer Study on Energy Efficiency in Buildings (2020). DOI
Touzani, Samir, Marc Wudunn, Avideh Zakhor, Marco Pritoni, Reshma Singh, Harry Bergmann, and Jessica Granderson."Machine Learning for Automated Extraction of Building Geometry."The American Council for an Energy-Efficient Economy (2020).
Chen, Yimin, Eliot Crowe, Guanjing Lin, and Jessica Granderson."What's in a Name? Developing a Standardized Taxonomy for HVAC System Faults."2020 ACEEE Summer Study on Energy Efficiency in Buildings (2020). DOI
Granderson, Jessica, Eliot Crowe, Samir Touzani, and Samuel Fernandes."Meter-Based Assessment of the Time and Locational Benefits of a Large Utility’s DSM Portfolio."2020 Summer Study on Energy Efficiency in Buildings (2020).
Lin, Guanjing, Marco Pritoni, Yimin Chen, and Jessica Granderson."Development and Implementation of Fault-Correction Algorithms in Fault Detection and Diagnostics Tools."Energies 13 (2020). DOI
Granderson, Jessica, Guanjing Lin, Ari Harding, Piljae Im, and Yan Chen."Building fault detection data to aid diagnostic algorithm creation and performance testing."Nature: Scientific Data Vol.7 No.65 (2020).
Kramer, Hannah, Rui Tang, Richard E Brown, Claire Curtin, and Jessica Granderson."Market Brief: Customer-sited Distributed Energy Resources." (2020). DOI
Lin, Guanjing, Hannah Kramer, and Jessica Granderson."Building fault detection and diagnostics: Achieved savings, and methods to evaluate algorithm performance."Building and Environment 168 (2020) 106505. DOI
Sanchez, Lino, Paul A Mathew, Sang Hoon Lee, and Travis Walter."Developing and Evaluating a Metric for Office Building Energy Resilience During a Power Outage."2020 Summer Study on Energy Efficiency in Buildings (2020).
Shackelford, Jordan, Paul A Mathew, Cynthia Regnier, and Travis Walter."Laboratory Validation of Integrated Lighting Systems Retrofit Performance and Energy Savings."Energies (2020). DOI
Mathew, Paul A, Cynthia Regnier, Jordan Shackelford, and Travis Walter."Leading in Los Angeles: Demonstrating scalable emerging energy efficient technologies for integrated façade, lighting, and plug loads INTER System FLEXLAB Test Report." (2020). DOI
Mathew, Paul A, Philip Coleman, Cynthia Regnier, Jordan Shackelford, Duane Kubischta, Sarah Zaleski, and Blake Dressel."Package deals for deep savings: Scaling deep retrofits in commercial buildings with integrated systems packages."ACEEE (2020).
Regnier, Cynthia, Paul A Mathew, Alastair Robinson, and Jordan Shackelford."System Retrofits in Efficiency Programs: Track Record and Outlook."ACEEE Summer Study (2020).
Regnier, Cynthia, Paul A Mathew, Alastair Robinson, Jordan Shackelford, and Travis Walter."Systems Retrofit Trends in Commercial Buildings: Opening Up Opportunities for Deeper Savings." (2020).
Issler, Paulo, Paul A Mathew, and Nancy Wallace."The Pricing Risk of Energy Use Intensity for Office and Multifamily Mortgages." (2020). DOI
Regnier, Cynthia, Luis L Fernandes, Kaiyu Sun, and John Bruschi."ZNE for All! Enabling Zero Net Energy Retrofits for Small Commercial Offices."ACEEE Summer Study (2020).

2019

Granderson, Jessica, Samir Touzani, Eliot Crowe, Samuel Fernandes, Shankar Earni, and Kaiyu Sun."Realizing high-accuracy low-cost measurement and verification for deep cost savings." (2019). DOI
Crowe, Eliot, Jessica Granderson, and Samuel Fernandes."From Theory to Practice: Lessons Learned from an Advanced M&V Commercial Pilot."International Energy Program Evaluation Conference (2019).
Singh, Reshma, Mary Ann Piette, Ashok J Gadgil, Rajan Rawal, Narendra Bansal, Vishal Garg, Jyotirmay Mathur, Philip Haves, Paul A Mathew, Christian Kohler, Mahabir Bhandari, Gail Brager, Vivian Loftness, Narendran Nadarajah, Ronnen M Levinson, Richard E Brown, Andre Desjarlais, Milind Rane, Sanyogita Manu, Yash Shukla, and Mona Doctor-Pingel."R&D and Implementation Outcomes From The U.S.-India Bilateral Center For Building Energy Research And Development Program." (2019). DOI
Mathew, Paul A, Philip Coleman, Janie Page, Cynthia Regnier, Jordan Shackelford, Greg Hopkins, Matt Jungclaus, and Victor Olgyay."Energy Efficiency and the Real Estate Lifecycle: Stakeholder Perspectives." (2019).
Singh, Reshma, Baptiste Ravache, and Mary Ann Piette."Energy Modeling in Urban Districts: Forecast of multi-sector Energy Use and GHG Emissions." (2019).
Touzani, Samir, Jessica Granderson, David A Jump, and Derrick Rebello."Evaluation of Methods to Assess the Uncertainty in Estimated Energy Savings."Energy and Buildings 193 (2019). DOI
Kramer, Hannah, Guanjing Lin, Claire Curtin, Eliot Crowe, and Jessica Granderson."Building analytics and monitoring-based commissioning: industry practice, costs, and savings."Energy Efficiency (2019). DOI
Hart, Nora, Tripp Shealy, Kristen Parrish, and Jessica Granderson."Cognitive barriers during monitoring-based commissioning of buildings."Sustainable Cities and Society 46 (2019) 101389. DOI
Walter, Travis, and Paul A Mathew."Is the BPD Nationally Representative? A Comparison of the Building Performance Database to the Commercial Buildings Energy Consumption Survey." (2019).
Kramer, Hannah, Guanjing Lin, Jessica Granderson, Claire Curtin, and Eliot Crowe."Synthesis of Year Two Outcomes in the Smart Energy Analytics Campaign." (2019). DOI
Hu, R L, Jessica Granderson, David M Auslander, and Alice M Agogino."Design of machine learning models with domain experts for automated sensor selection for energy fault detection."Applied Energy 235 (2019) 117 - 128. DOI
Granderson, Jessica, Guanjing Lin, David Blum, Janie Page, Michael Spears, and Mary Ann Piette."Integrating diagnostics and model-based optimization."Energy and Buildings 182 (2019) 187 - 195. DOI
Touzani, Samir, Baptiste Ravache, Eliot Crowe, and Jessica Granderson."Statistical change detection of building energy consumption: Applications to savings estimation."Energy and Buildings 185 (2019) 123 - 136. DOI
Gendler, Isaac, Mara Leandro, Ramina Albazi, Rodrigo Henriquez, Josh Sanghvi, Reshma Singh, Gayathri Aaditya Eranki, and Sohail H Zaidi."Evaluation of an Integrated Pipe Water Cooling Strategy to Improve BIPV Structure Performance."ASES National Solar Conference (2019).

2018

Granderson, Jessica, Guanjing Lin, Rupam Singla, Samuel Fernandes, and Samir Touzani."BuildingIQ Technology Field Validation." (2018). DOI
Regnier, Cynthia, Paul A Mathew, Alastair Robinson, Peter Schwartz, Jordan Shackelford, and Travis Walter."Beyond Widgets: Validated Systems Energy Savings and Utility Custom Incentive Program Systems Trends."2018 Summer Study on Energy Efficiency in Buildings (2018). DOI
Granderson, Jessica, Guanjing Lin, Rupam Singla, Ebony Mayhorn, Paul Ehrlich, and Draguna Vrabie."Commercial Fault Detection and Diagnostics Tools: What They Offer, How They Differ, and What’s Still Needed."2018 ACEEE Summer Study on Energy Efficiency in Buildings (2018).
Mathew, Paul A, Nancy Wallace, Paulo Issler, Baptiste Ravache, Philip Coleman, and Cindy Zhu."Do energy costs really affect commercial mortgage default risk? New results and implications for energy efficiency investments."2018 Summer Study on Energy Efficiency in Buildings (2018). DOI
Granderson, Jessica, Guanjing Lin, Rupam Singla, Samuel Fernandes, and Samir Touzani."Field evaluation of performance of HVAC optimization system in commercial buildings."Energy and Buildings 173 (2018) 577 - 586. DOI
Hart, Nora, Tripp Shealy, Hannah Kramer, Jessica Granderson, and Georg Reichard."A Framework for Monitoring-Based Commissioning: Identifying Variables That Act as Barriers and Enablers to the Process."Energy and Buildings 168 (2018) 331 - 346. DOI
Singh, Reshma, Paul A Mathew, Jessica Granderson, Yash Shukla, Amiya Ranjan Behera, and Michael Pitt."Packaged Scalable Energy Information Systems for Hotels."Journal of Facilities Management 16.2 (2018) 119 - 141. DOI
Fernandes, Samuel, Jessica Granderson, Rupam Singla, and Samir Touzani."Corporate Delivery of a Global Smart Buildings Program."Energy Engineering (2018). DOI
Touzani, Samir, Jessica Granderson, and Samuel Fernandes."Gradient boosting machine for modeling the energy consumption of commercial buildings."Energy and Buildings (2018). DOI
Singh, Reshma, Baptiste Ravache, and Dale A Sartor."Building Innovation: A Guide For High-Performance Energy Efficient Buildings In India." (2018).
Mathew, Paul A, Cynthia Regnier, Travis Walter, and Jordan Shackelford."ComEd – LBNL ‘Beyond Widgets’ Project Automated Shading Integrated with Lighting and HVAC Controls System Program Manual." (2018).
Regnier, Cynthia, Paul A Mathew, Alastair Robinson, Peter Schwartz, Jordan Shackelford, and Travis Walter."Energy Cost Savings of Systems-Based Building Retrofits: A Study of Three Integrated Lighting Systems in Comparison with Component Based Retrofits." (2018).
Regnier, Cynthia, Kaiyu Sun, Tianzhen Hong, and Mary Ann Piette."Quantifying the benefits of a building retrofit using an integrated system approach: A case study."Energy and Buildings 159 (2018). DOI
Ravache, Baptiste, and Cynthia Regnier."Stasis PCM Test Results." (2018).

2017

Granderson, Jessica, Guanjing Lin, David Blum, Shankar Earni, Janie Page, and Mary Ann Piette."Optimizing Operational Efficiency: Integrating Energy Information Systems and Model-Based Diagnostics." (2017). DOI
Granderson, Jessica, Rupam Singla, Ebony Mayhorn, Paul Ehrlich, Draguna Vrabie, and Stephen Frank."Characterization and Survey of Automated Fault Detection and Diagnostics Tools." (2017).
Iyer, Maithili, Satish Kumar, Sangeeta Mathew, Hannah Stratton, Paul A Mathew, and Mohini Singh."Establishing a commercial building energy data framework for India: Approaches, use cases, and institutions."INSPIRE 2017 (2017).
Fernandes, Samuel, and Jessica Granderson."The State of Advanced Measurement and Verification Technology and Industry Application."The Electricity Journal 30.8 (2017) 8-16. DOI
Robinson, Alastair, Paul A Mathew, Cynthia Regnier, Peter Schwartz, Jordan Shackelford, and Travis Walter."California Publicly‐Owned Utilities (POUs) – LBNL ‘Beyond Widgets’  Project  Task‐ambient lighting and occupancy‐based plug load control  System Program Manual ." (2017).
Singla, Rupam, and Jessica Granderson."Using EMIS to Identify Top Opportunities for Commercial Building Efficiency." (2017).
Granderson, Jessica, Samir Touzani, Samuel Fernandes, and Cody Taylor."Application of Automated Measurement and Verification to Utility Energy Efficiency Program Data."Energy and Buildings (2017) 191-199. DOI
Haves, Philip, Xiufeng Pang, and Hongyuan Jia."Experimentally-Determined Characteristics of Radiant Systems for Commercial Buildings." (2017).
Franconi, Ellen M, Matt Gee, Miriam L Goldberg, Jessica Granderson, Tim Guiterman, Michael Li, and Brian Arthur Smith."The Status and Promise of Advanced M&V: An Overview of “M&V 2.0” Methods, Tools, and Applications." (2017).
Regnier, Cynthia, Paul A Mathew, Alastair Robinson, Jordan Shackelford, Peter Schwartz, and Travis Walter."Xcel Energy – LBNL ‘Beyond Widgets’ Project Workstation Specific Lighting with Daylight Dimming Controls System Program Manual." (2017).

2016

Iyer, Maithili, Satish Kumar, Sangeeta Mathew, Hannah Stratton, Paul A Mathew, and Mohini Singh."Establishing a Commercial Buildings Energy Data Framework for India: A Comprehensive Look at Data Collection Approaches, Use Cases and Institutions." (2016).
Granderson, Jessica, Marco Bonvini, Mary Ann Piette, Janie Page, Guanjing Lin, and R. R Lily Hu."Can We Practically Bring Physics-based Modeling Into Operational Analytics Tools?."Proceedings of the 2016 ACEEE Summer Study on Energy Efficiency in Buildings, Pacific Grove, CA, August 2016 (2016).
Granderson, Jessica, Samir Touzani, Cody Taylor, and Samuel Fernandes."Will the Measurement Robots Take Our Jobs? An Update on the State of Automated M&V for Energy Efficiency Programs."Proceedings of the 2016 ACEEE Summer Study on Energy Efficiency in Buildings, Pacific Grove, CA, August 2016." (2016).
Granderson, Jessica, Samir Touzani, Claudine Y Custodio, Michael D Sohn, David A Jump, and Samuel Fernandes."Accuracy of Automated Measurement and Verification (M&V) Techniques for Energy Savings in Commercial Buildings."Applied Energy 173 (2016) 296-308. DOI
Granderson, Jessica, Erin L Hult, Samuel Fernandes, Paul A Mathew, and Robin Mitchell."Unlocking Energy Efficiency in Small Commercial Buildings through Mechanical Contractors."Journal of Architectural Engineering (2016).
Chan, Wanyu R, Yang-Seon Kim, Brett C Singer, Iain S Walker, and Max H Sherman."Healthy Efficient New Gas Homes (HENGH) Field Study Protocol." (2016).
Iyer, Maithili, Hannah Stratton, Sangeeta Mathew, Satish Kumar, Paul A Mathew, and Mohini Singh."Review of Building Data Frameworks Across Countries: Lessons for India." (2016).
Regnier, Cynthia, Paul A Mathew, Alastair Robinson, Peter Schwartz, and Travis Walter."Beyond Widgets – Systems Incentive Programs for Utilities."ACEEE (2016).
Granderson, Jessica, and Guanjing Lin."Building Energy Information Systems: Synthesis of Costs, Savings, and Best-practice Uses."Energy Efficiency (2016).
Singh, Reshma, Paul A Mathew, Jessica Granderson, Rohini Srivastava, and Yash Shukla."Caring for the Energy Health of Healthcare Facilities U.S.– India Joint Center for Building Energy Research and Development (CBERD)." (2016).
Mathew, Paul A, Nancy Wallace, Elena Alschuler, and Leonard Kolstad."Commercial mortgages: An underutilized channel for scaling energy efficiency investments?."ACEEE (2016).
Mathew, Paul A, Philip Coleman, Nancy Wallace, Paulo Issler, Lenny Kolstad, and Robert Sahadi."Energy Factors in Commercial Mortgages: Gaps and Opportunities." (2016).
Chan, Wanyu R, Randy L Maddalena, J Chris Stratton, Toshifumi Hotchi, Brett C Singer, Iain S Walker, and Max H Sherman."Healthy Efficient New Gas Homes (HENGH) Pilot Test Results." (2016).

2015

Price, Phillip N, Mary Ann Piette, Jessica Granderson, and John Elliott."Automated Measurement and Verification of Transactive Energy Systems, Load Shape Analysis, and Consumer Engagement."GridWise® Architecture Council Transactive Energy Conference (2015).
Regnier, Cynthia, and Kevin Settlemyre."The Business of High Performance: The USC Darla Moore School of Business." (2015).
Price, Phillip N, Bruce Nordman, Mary Ann Piette, Richard E Brown, Janie Page, Steven Lanzisera, and Jessica Granderson."Automated Measurement and Verification and Innovative Occupancy Detection Technologies." (2015).
Hong, Tianzhen, Mary Ann Piette, Yixing Chen, Sang Hoon Lee, Sarah C Taylor-Lange, Rongpeng Zhang, Kaiyu Sun, and Phillip N Price."Commercial Building Energy Saver: An energy retrofit analysis toolkit."Applied Energy 159 (2015). DOI
Harding, Ari, Andrea C Mercado, and Cynthia Regnier."A New Campus Built on Efficiency." (2015).
Settlemyre, Kevin, and Cynthia Regnier."Controlling Energy Performance on the Big Stage — The New York Times Company." (2015).
Regnier, Cynthia, Ari Harding, and Alastair Robinson."Achieving a Net Zero Energy Retrofit – in a humid, temperate climate – lessons from the University of Hawai’i at Mānoa." (2015).
Granderson, Jessica, Samir Touzani, Claudine Y Custodio, Michael D Sohn, Samuel Fernandes, and David A Jump."Assessment of Automated Measurement and Verification (M&V) Methods." (2015).
Touzani, Samir, Claudine Y Custodio, Michael D Sohn, Samuel Fernandes, Jessica Granderson, David A Jump, and Cody Taylor."M & V Shootout: Setting the Stage For Testing the Performance of New Energy Baseline."2015 International Energy Program Evaluation Conference (2015).
Lask, Kathleen M, Kayje Booker, Taewon Han, Jessica Granderson, Nina Yang, Cristina Ceballos, and Ashok J Gadgil."Performance comparison of charcoal cookstoves for Haiti: Laboratory testing with Water Boiling and Controlled Cooking Tests."Energy for Sustainable Development 26 (2015) 79 - 86. DOI
Mills, Evan, Jessica Granderson, Wanyu R Chan, Richard C Diamond, Philip Haves, Bruce Nordman, Paul A Mathew, Mary Ann Piette, Gerald Robinson, and Stephen E Selkowitz."Green, Clean, & Mean: Pushing the Energy Envelope in Tech Industry Buildings." (2015).
Granderson, Jessica, Phillip N Price, David A Jump, Nathan J Addy, and Michael D Sohn."Automated Measurement and Verification: Performance of Public Domain Whole-Building Electric Baseline Models."Applied Energy 144 (2015) 106-113. DOI
Granderson, Jessica, Phillip N Price, Stephen Czarnecki, Janie Page, Richard E Brown, and Mary Ann Piette."Development of Diagnostic and M&V Agents, and Implementation in an Occupied Office Environment." (2015).

2014

Diamond, Richard C, and Wei Feng."Sustainability by Design: How One Building in China Could Change the World." (2014).
Mathew, Paul A, Laurel N Dunn, Michael D Sohn, Andrea C Mercado, Claudine Y Custodio, and Travis Walter."Big-Data for Building Energy Performance: Lessons from Assembling a Very Large National Database of Building Energy Use." (2014).
Granderson, Jessica, David A Jump, Phillip N Price, and Michael D Sohn."Performance Metrics and Objective Testing Methods for Energy Baseline Modeling Software." (2014).
Bonvini, Marco, Michael D Sohn, Jessica Granderson, Michael Wetter, and Mary Ann Piette."Robust on-line fault detection diagnosis for HVAC components based on nonlinear state estimation techniques."Applied Energy 124 (2014) 156 - 166. DOI
Rawal, Rajan, Keyur Vadodaria, Mona Galsar, Girish Ghatikar, Reshma Singh, and Diane Douglas."Collaborative research to promote energy efficiency innovation towards significant reduction in buildings energy use in the United States and India." (2014).
Granderson, Jessica, and Phillip N Price."Development and Application of a Statistical Methodology to Evaluate the Predictive Accuracy of Building Energy Baseline Models."Energy 66 (2014) 981-990. DOI
Basu, Chandrayee, Girish Ghatikar, and Prateek Bansal."Enabling Efficient, Responsive, and Resilient Buildings: Collaboration Between the United States and India."IEEE Great Lakes Symposium on Smart Grid and the New Energy Economy (2014).
Lorenzetti, David M, and Craig P Wray."Air-Handling System Modeling in EnergyPlus: Recommendations for Meeting Stakeholder Needs." (2014).
Sarraf, Saket, Shilpi Anand, Yash Shukla, Paul A Mathew, and Reshma Singh."Building Energy Benchmarking in India: An Action Plan for Advancing the State-of-the-Art." (2014).
Hult, Erin L, Henry Willem, Phillip N Price, Toshifumi Hotchi, Marion L Russell, and Brett C Singer."Formaldehyde and acetaldehyde exposure mitigation in US residences: In-home measurements of ventilation control and source control." (2014).

2013

Piette, Mary Ann, Richard E Brown, Phillip N Price, Janie Page, Jessica Granderson, David Riess, Stephen Czarnecki, Girish Ghatikar, and Steven Lanzisera."Automated Measurement and Signaling Systems for the Transactional Network." (2013).
Singh, Reshma, Roozbeh Mahdavi, Paul A Mathew, Jessica Granderson, and Yash Shukla."Guidelines for Datacenter Energy Information System." (2013).
Granderson, Jessica, Guanjing Lin, and Mary Ann Piette."Energy information systems (EIS): Technology costs, benefit, and best practice uses." (2013).
Parrish, Kristen, Jessica Granderson, Andrea C Mercado, and Paul A Mathew."Improving Energy Efficiency through Commissioning: Getting Started with Commissioning, Monitoring, and Maintaining Performance." (2013).
Robinson, Alastair, and Cynthia Regnier."Lights, Camera, Action ... and Cooling - The case for centralized low carbon energy at Fox Studios." (2013).
Regnier, Cynthia, Alastair Robinson, Kevin Settlemyre, and Zorana Bosnic."Oregon Sustainability Center: Weighing Approaches to Net Zero." (2013).
Price, Phillip N, Jessica Granderson, Michael D Sohn, Nathan J Addy, and David A Jump."Commercial Building Energy Baseline Modeling Software: Performance Metrics and Method Testing with Open Source Models and Implications for Proprietary Software Testing." (2013).
Jump, David A, Phillip N Price, Jessica Granderson, and Michael D Sohn."Functional Testing Protocols for Commercial Building Efficiency Baseline Modeling Software." (2013).
Granderson, Jessica, and Phillip N Price."Development and Application of a Statistical Methodology to Evaluate the Predictive Accuracy of Building Energy Baseline Models." (2013).
Singh, Reshma, Dale A Sartor, and Girish Ghatikar."Best Practices Guide for High - Performance Indian Office Buildings." (2013) 53.
Rapp, Vi H, Albert Pastor-Perez, Brett C Singer, and Craig P Wray."Predicting Backdrafting and Spillage for Natural-Draft Gas Combustion Appliances: Validating VENT-II." (2013). DOI
Robinson, Alastair."Zone Level Occupant-­‐Responsive Building Energy Systems at the GSA." (2013).
Parrish, Kristen, Alastair Robinson, and Cynthia Regnier."Commercial Buildings Partnerships – Overview of Higher Education Projects." (2013).
O'Donnell, James, Tobias Maile, Cody Rose, Natasa Mrazovic, Elmer Morrissey, Cynthia Regnier, Kristen Parrish, and Vladimir Bazjanac."Transforming BIM to BEM: Generation of Building Geometry for the NASA Ames Sustainability Base BIM." (2013).
Regnier, Cynthia, and Kevin Settlemyre."The Business of High Performance: The USC Darla Moore School of Business." (2013).
Robinson, Alastair, and Stephen E Selkowitz."Tips for Daylighting with Windows." (2013).

2012

Parrish, Kristen, and Cynthia Regnier."Achieving Energy Savings in Municipal Construction in Long Beach, CA." (2012).
Parrish, Kristen, Andrea C Mercado, and Cynthia Regnier."Keeping Energy Savings in the LOOP." (2012).
Parrish, Kristen, and Cynthia Regnier."A Path to Successful Energy Retrofits: Early Collaboration Through Integrated Project Delivery Teams." (2012).
Regnier, Cynthia."Guide to Setting Thermal Comfort Criteria and Minimizing Energy Use in Delivering Thermal Comfort." (2012).
Piette, Mary Ann, Jessica Granderson, Michael Wetter, and Sila Kiliccote."Responsive and Intelligent Building Information and Control for Low-Energy and Optimized Grid Integration."ACEEE 2012 Summer Study on Energy Efficiency in Buildings, August 12-17, 2012 (2012).
Robinson, Alastair, Cynthia Regnier, and Kevin Settlemyre."MIT - Mighty Steps for Energy Sustainability." (2012).
Piette, Mary Ann, Jessica Granderson, Michael Wetter, and Sila Kiliccote."Intelligent Building Energy Information and Control Systems for Low-Energy Operations and Optimal Demand Response."IEEE Design and Test of Computers 29.4 (2012) 8-16. DOI
Sanders, Mark D, Kristen Parrish, and Paul A Mathew."Ready to Retrofit: The Process of Project Team Selection, Building Benchmarking, and Financing Commercial Building Energy Retrofit Projects." (2012).
Taylor, Cody, Paul A Mathew, George Hernandez, and Andrea C Mercado."Standard Energy Efficiency Data (SEED) Platform: A Tool for Jurisdictions to Track and Transact Energy Data."ACEEE Summer Study on Energy Effocoency in Buildings (2012).

2011

Booker, Kayje, Tae Won Han, Jessica Granderson, Jennifer L Jones, Kathleen M Lask, Nina Yang, and Ashok J Gadgil."Performance of Charcoal Cookstoves for Haiti, Part 1: Results from the Water Boiling Test." (2011).
Granderson, Jessica, Mary Ann Piette, and Girish Ghatikar."Building Energy Information Systems: User Case Studies."Energy Efficiency 4.1 (2011) 17-30. DOI
Marini, Kyle, Girish Ghatikar, and Richard C Diamond."Using Dashboards to Improve Energy and Comfort in Federal Buildings." (2011).

2010

Kircher, Kevin, Girish Ghatikar, Steve E Greenberg, David S Watson, Richard C Diamond, Dale A Sartor, Clifford C Federspiel, Alex McEachern, and Tom Owen."Toward the Holy Grail of Perfect Information: Lessons Learned Implementing an Energy Information System in a Commercial Building."2010 ACEEE Summer Study on Energy Efficiency in Buildings (2010).

2009

Granderson, Jessica, Mary Ann Piette, Girish Ghatikar, and Phillip N Price."Building Energy Information Systems: State of the Technology and User Case Studies." (2009).
Granderson, Jessica, Junqiao Han Dudley, Sila Kiliccote, and Mary Ann Piette."Chilled Water Storage System and Demand Response at the University of California at Merced."9th International Conference for Enhanced Building Operations, November 17-18, 2009 (2009).
Singer, Brett C, Paul A Mathew, Steve E Greenberg, William F Tschudi, Dale A Sartor, Susan Strom, and Walter Vernon."Hospital Energy Benchmarking Guidance." (2009) 32.
Granderson, Jessica, Mary Ann Piette, Girish Ghatikar, and Phillip N Price."Preliminary Findings from an Analysis of Building Energy Information System Technologies."2009 National Conference on Building Commissioning, June 3-5, 2009 (2009).
Rubinstein, Francis M, Girish Ghatikar, Jessica Granderson, David S Watson, Paul Haugen, and Carlos Romero."Barrier Immune Radio Communications for Demand Response." (2009).
Singer, Brett C, Jennifer L Coughlin, and Paul A Mathew."Summary of Information and Resources Related to Energy Use in Healthcare Facilities - Version 1." 78 (2009).
Coffey, Brian E, Sam Borgeson, Stephen E Selkowitz, Joshua S Apte, Paul A Mathew, and Philip Haves."Towards a Very Low Energy Building Stock: Modeling the U.S. Commercial Building Sector to Support Policy and Innovation Planning."Building Research & Information (2009).

2008

Selkowitz, Stephen E, Jessica Granderson, Philip Haves, Paul A Mathew, and Jeffrey P Harris."Scale Matters: An Action Plan for Realizing Sector-Wide "Zero-Energy" Performance Goals in Commercial Buildings."2008 ACEEE Summer Study on Energy Efficiency in Buildings, August 17-22, 2008 (2008).
Mills, Evan, Paul A Mathew, Mary Ann Piette, Norman Bourassa, and Martha Brook."Action-Oriented Benchmarking: Concepts and Tools."Energy Engineering (2008).
Mathew, Paul A, Evan Mills, Norman Bourassa, and Martha Brook."Action-Oriented Benchmarking: Using the CEUS Database to Benchmarking Commercial Buildings in California."Energy Engineering (2008).
Haves, Philip, Brian E Coffey, and Scott Williams."Benchmarking and Equipment and Controls Assessment for a ‘Big Box’ Retail Chain."2008 ACEEE Summer Study on Energy Efficiency in Buildings (2008).

2007

Haves, Philip, Moosung Kim, Massieh Najafi, and Peng Xu."A Semi-automated Commissioning Tool for VAV Air Handling Units: Functional Test Analyzer."ASHRAE Transactions 113.Pt. 1 (2007) 380-391.

2006

Haves, Philip, Robert J Hitchcock, Kenneth L Gillespie, Martha Brook, Christine Shockman, Joseph J Deringer, and Kristopher L Kinney."Development of a Model Specification for Performance Monitoring Systems for Commercial Buildings."2006 ACEEE Summer Study on Energy Efficiency in Buildings (2006).

2005

Matson, Nance, and Mary Ann Piette."Review of California and National Methods for Energy Performance Benchmarking of Commercial Buildings." (2005).
Xu, Peng, Philip Haves, and Joseph J Deringer."A Simulation-Based Testing and Training Environment for Building Controls."SimBuild 2004, Building Sustainability and Performance Through Simulation (2005).
Xu, Peng, Philip Haves, and Moosung Kim."A Semi-Automated Functional Test Data Analysis Tool."13th National Conference on Building Commissioning (2005).
Haves, Philip, David S Watson, Norman Bourassa, and Robert J Hitchcock."Case Studies and Needs Assessment for University Campus Energy Monitoring." (2005).
Haves, Philip, and David S Watson."System Architectures for Performance Monitoring." (2005).

2004

Crabtree, Peter, Nick Kyriakopedi, Evan Mills, Philip Haves, Roland J Otto, Mary Ann Piette, Peng Xu, Richard C Diamond, Joseph J Deringer, and Chuck Frost."Developing a next generation community college curriculum for energy efficiency high performance building operators."2004 Summer Study on Energy Efficiency in Buildings, American Council for an Energy Efficient Economy (2004).
Carroll, William L."RESEM-CA Final Project Report." (2004).
Bourassa, Norman, Mary Ann Piette, and Naoya Motegi."An Evaluation of Savings and Measure Persistence from Retrocommissioning of Large Commercial Buildings."2004 ACEEE Summer Study on Energy Efficiency in Buildings (2004).
Bourassa, Norman, Mary Ann Piette, and Naoya Motegi."Evaluation of Retrocommissioning Persistence in Large Commercial Buildings."12th National Conference on Building Commissioning (2004).
Xu, Tengfang T, and Mary Ann Piette."Baseline Information Development for Energy Smart Schools - Applied Research, Field Testing, and Technology Integration." (2004).
da Graça, Guilherme Carrilho, Paul F Linden, Erin McConahey, and Philip Haves."Design and testing of a control strategy for a large naturally ventilated office building."8th International IBPSA Conference (2004).
da Graça, Guilherme Carrilho, Paul F Linden, and Philip Haves."Design and Testing of a Control Strategy for a Large Naturally Ventilated Office Building."Building Services Engineering Research & Technology 25 (2004) 211-221.

2003

Selkowitz, Stephen E."High-performance commercial building systems." (2003).
Motegi, Naoya, Mary Ann Piette, Satkartar Kinney, and Jim Dewey."Case Studies of Energy Information Systems and Related Technology: Operational Practices, Costs, and Benefits."International Conference for Enhanced Building Operators (2003).
Reichard, Georg, and Konstantinos M Papamichael."Decision-Making Through Performance Simulation and Code Compliance from the Early, Schematic Phases of Building Design."DIGITAL DESIGN - 22nd International eCAADe Conference (2003).
Sellers, David, Hannah Friedman, Tudi Haasl, Norman Bourassa, and Mary Ann Piette."Control System Design Guide." (2003).
Sellers, David, Hannah Friedman, Tudi Haasl, Norman Bourassa, and Mary Ann Piette."Functional Testing Guide for Air Handling Systems: From the Fundamentals to the Field." (2003).
Bourassa, Norman, Mary Ann Piette, and Naoya Motegi."Evaluation of Persistence of Savings from SMUD Retrocommissioning Program." (2003).
Piette, Mary Ann, Satkartar Kinney, Norman Bourassa, Kristopher L Kinney, and Christine Shockman."Summary and Early Findings from a Second Generation Information Monitoring and Diagnostic System."11th National Conference on Building Commissioning (2003).
Fernandes, Luis L, and Konstantinos M Papamichael."Automating the Selection of Fenestration Systems to Best Meet Daylighting Performance Goals."2003 International Building Performance Simulation Association Conference (2003).
Xu, Peng, Moosung Kim, and Philip Haves."An automated functional test and fault detection method." (2003).
Kinney, Satkartar, and Mary Ann Piette."California commercial building energy benchmarking." (2003).
Aebischer, Bernard, Markus A Balmer, Satkartar Kinney, Pascale Le Strat, Yoshiaki Shibata, and Frederic Varone."Energy Efficiency Indicators for High Electric-Load Buildings."ECEEE 2003 Summer Study (2003).
Xu, Peng, Moosung Kim, and Philip Haves."Field tests of model based component level fault detection method." (2003).
Reichard, Georg, Adil Al-Mumin, and Konstantinos M Papamichael."Instructor: Let the Experts Guide the Use of Simulation Software."DIGITAL DESIGN - 22nd International eCAADe Conference (2003).
Martin, Rodney, Peng Xu, Moosung Kim, and Philip Haves."Software toolbox for component-level model-based fault detection methods." (2003).
Motegi, Naoya, Mary Ann Piette, Satkartar Kinney, and Karen Herter."Web-Based Energy Information Systems for Energy Management and Demand Response in Commercial Buildings." (2003).

2002

Motegi, Naoya, and Mary Ann Piette."Web-Based Energy Information Systems for Large Commercial Buildings."10th National Conference on Building Commissioning (2002).
Pal, Vineeta, William L Carroll, and Norman Bourassa."RESEM-CA: Validation and testing." (2002).
Hitchcock, Robert J."Software Interoperability for Energy Simulation."2003 ASHRAE Winter Meeting (2002).
Piette, Mary Ann, Norman Bourassa, Tudi Hassl, David Sellers, Hannah Friedman, and Kenneth L Gillespie."A New Guide for Commissioning Air Handling Systems: Using a Model Functional Test."2002 ACEEE Summer Study on Energy Efficiency in Buildings (2002).
Papamichael, Konstantinos M, Judy Lai, Daniel Fuller, and Tara Tariq."A Web-Based Virtual Lighting Simulator."ACADIA 2002 Conference (2002).
Kinney, Satkartar, and Mary Ann Piette."Development of a California Commercial Building Benchmarking Database."2002 ACEEE Summer Study on Energy Efficiency in Buildings (2002) 7.109-7.120.
Bazjanac, Vladimir."Early Lessons from Deployment of IFC Compatible Software."European Community Product and Process Modeling Conference (ECPPM 2003) (2002).
Xu, Peng, and Philip Haves."Field Testing of Component-Level Model-Based Fault Detection Methods for Mixing Boxes and VAV Fan Systems."2002 American Council for an Energy-Efficient Economy Summer Study on Energy Efficiency in Buildings (2002).
Motegi, Naoya, Mary Ann Piette, and Scott Wentworth."From Design Through Operations-Results from New Construction Performance Contract and Beyond."2002 ACEEE Summer Study on Energy Efficiency in Buildings (2002).
Piette, Mary Ann, Satkartar Kinney, Mark S Levi, David McBride, and Stephen May."GEMnet Status and Accomplishments: GSA's Energy and Maintenance Network."2002 ACEEE Summer Study on Energy Efficiency in Buildings (2002).
Papamichael, Konstantinos M, and Vineeta Pal."Barriers in Developing and Using Simulation-Based Decision-Support Software."2002 ACEEE Summer Study on Energy Efficiency in Buildings (2002) 7.179.
Piette, Mary Ann, Satkartar Kinney, Norman Bourassa, Peng Xu, Philip Haves, and Christine Shockman."Early evaluation of a second generation information monitoring and diagnostic system." (2002).
Potter, Amanda, Hannah Friedman, Tudi Haasl, and David Claridge."Investigation of the Persistence of New Building Commissioning."2002 ACEEE Summer Study on Energy Efficiency in Buildings (2002).
Papamichael, Konstantinos M, and Vineeta Pal."Bridging the Gap Between Building Science and Design Studios."Computer Aided Architectural Design Research in Asia (CAADRIA) Conference (2002).
Hitchcock, Robert J."Metracker Version 1.5: Life-Cycle Performance Metrics Tracking." (2002).
Bazjanac, Vladimir, James Forester, Philip Haves, Darko Sucic, and Peng Xu."HVAC Component Data Modeling Using Industry Foundation Classes."5th International Conference on System Simulation in Buildings 2002 (2002).

2001

Laine, Tuomas, Risto Kosonen, Kim Hagström, Panu Mustakallio, De-Wei Yin, Philip Haves, and Qingyan Chen."Better IAQ through Integrating Design Tools for the HVAC Industry."Healthy Buildings 2000 Conference 4 (2001) 279-284.
Bazjanac, Vladimir."Acquisition of Building Geometry in the Simulation of Energy Performance."7th International IBPSA Conference Building Simulation 2001 (2001) 305-312.
Haves, Philip, Tim I Salsbury, David Claridge, and Mingsheng Liu."Use of Whole Building Simulation in On-Line Performance Assessment: Modeling and Implementation Issues."Seventh International IBPSA Conference Building Simulation 2001 (2001) 335-344.
Friedman, Hannah, and Mary Ann Piette."Comparative Guide to Emerging Diagnostic Tools for Large Commercial HVAC Systems." (2001).
Kinney, Satkartar, Mary Ann Piette, Lixing Gu, and Philip Haves."Demand Relief and Weather Sensitivity in Large California Commercial Office Buildings."International Conference for Enhanced Building Operations (ICEBO) (2001).
Friedman, Hannah, and Mary Ann Piette."Evaluation of Emerging Diagnostic Tools for Commercial HVAC Systems."International Conference for Enhanced Building Operations (ICEBO) (2001).
Pal, Vineeta, and Konstantinos M Papamichael."Integrated Simulation Environment for Lighting Design."2001 IESNA Conference (2001).
Friedman, Hannah, and Mary Ann Piette."Comparison of Emerging Diagnostic Tools for Large Commercial HVAC Systems."9th National Conference on Building Commisioning (2001).
Piette, Mary Ann, Satkartar Kinney, and Hannah Friedman."EMCS and Time-Series Energy Data Analysis in a Large Government Office Building."9th National Conference on Building Commissioning (2001).
Pal, Vineeta, Konstantinos M Papamichael, Norman Bourassa, and John J Loffeld."Incorporating LCA Tools in Integrated Simulation Environments."Seventh International IBPSA Conference, Building Simulation 2001 (2001) 689-696.
Sreedharan, Priya."Evaluation of Chiller Modeling Approaches and Their Usability for Fault Detection."Mechanical Engineering (2001).
Gu, Lixing, and Philip Haves."Guideline for the Operation of Demand-Responsive HVAC Systems." (2001).
Bazjanac, Vladimir, Yu Joe Huang, and Frederick C Winkelmann."Impact of Perimeter Insulation on Heat Flow through Slabs in Residential Buildings." (2001).

2000

Shockman, Christine, and Mary Ann Piette."Innovation Adoption Processes for Third Party Property Management Companies."2000 ACEEE Summer Study on Energy Efficiency in Buildings, Efficiency and Sustainability (2000).
Papamichael, Konstantinos M."Desktop Radiance: A New Tool for Computer-Aided Daylighting Design." (2000).
Piette, Mary Ann, Satkartar T Khalsa, and Philip Haves."Use of an Information Monitoring and Diagnostic System to Improve Building Operations."2000 ACEEE Summer Study on Energy Efficiency in Buildings, Efficiency and Sustainability (2000).
Papamichael, Konstantinos M, Vineeta Pal, Norman Bourassa, John J Loffeld, and Guedi Capeluto."An Expandable Software Model for Collaborative Decision Making During the Whole Building Life Cycle."ACADIA 2000 Conference. Eternity, Infinity and Virtuality in Architecture (2000).
Papamichael, Konstantinos M."Green Building Performance Prediction/Assessment."Building Research & Information 28 (2000) 394-402.

1999

Piette, Mary Ann, Satkartar Kinney, Philip Haves, Peter Rumsey, Kristopher L Kinney, Eng Lock Lee, Anthony Sebald, Kumar Chellapilla, and Christine Shockman."Performance Assessment and Adoption Processes of an Information Monitoring and Diagnostic System Prototype." (1999).
Hitchcock, Robert J, Mary Ann Piette, and Stephen E Selkowitz."A Building Life-Cycle Information System for Tracking Building Performance Metrics."8th International Conference on Durability of Building Materials and Components (1999).
Papamichael, Konstantinos M."Digital Media in Architecture:Opportunities and Challenges."ACADIA '99 (1999).
Papamichael, Konstantinos M, Hannah L Chauvet, John LaPorta, and Robin W Dandridge."Product Modeling for Computer-aided Decision-Making."Automation in Construction 8.3 (1999) 339-350.

1998

Piette, Mary Ann, Satkartar T Khalsa, Peter Rumsey, Kristopher L Kinney, Eng Lock Lee, Anthony Sebald, and Christine Shockman."Early Results and Field Tests of an Information Monitoring and Diagnostic System for Commercial Buildings: Phase 2 Project Report." (1998).
Lee, Eleanor S, Dennis L DiBartolomeo, Edward L Vine, and Stephen E Selkowitz."Integrated Performance of an Automated Venetian Blind/Electric Lighting System in a Full-Scale Private Office."ASHRAE/DOE/BTECC Conference, Thermal Performance of the Exterior Envelopes of Buildings VII (1998).
Hitchcock, Robert J, Mary Ann Piette, and Stephen E Selkowitz."Documenting Performance Metrics in a Building Life-Cycle Information System."1998 Green Building Challenge Conference (1998).
Lee, Eleanor S, and Stephen E Selkowitz."Integrated Envelope and Lighting Systems for Commercial Buildings: A Retrospective."ACEEE 1998 Summer Study on Energy Efficiency in Buildings (1998).
Hitchcock, Robert J, Mary Ann Piette, and Stephen E Selkowitz."Performance Metrics and Life-Cycle Information Management for Building Performance Assurance."1998 ACEEE Summer Study on Energy Efficiency in Buildings (1998).
Piette, Mary Ann, Robert J Hitchcock, and Stephen E Selkowitz."Evaluation and Development of Information Technology and Performance Metrics for Design, Commissioning, and Operations." (1998).
Papamichael, Konstantinos M, Robert J Hitchcock, Charles K Ehrlich, and William L Carroll."New Tools for the Evaluation of Daylighting Strategies and Technologies."International Daylighting Conference '98 (1998).
Papamichael, Konstantinos M."Application of Information Technologies in Building Design Decisions."Building Research & Information 27 (1998) 20-24.
Piette, Mary Ann, Lisa M Gartland, Satkartar T Khalsa, Peter Rumsey, Eng Lock Lee, Anthony Sebald, and Christine Shockman."Development and Testing of an Information Monitoring and Diagnostics System for Large Commercial Buildings."1998 ACEEE Summer Study on Energy Efficiency in Buildings (1998).

1997

Papamichael, Konstantinos M, John LaPorta, and Hannah L Chauvet."Building Design Advisor: Automated Integration of Multiple Simulation Tools."Automation in Construction 6.4 (1997) 341-352. DOI
Bazjanac, Vladimir, and Drury B Crawley."The Implementation of Industry Foundation Classes in Simulation Tools for the Building Industry."Building '97 Simulation Conference (1997).
Lee, Eleanor S, and Stephen E Selkowitz."Design and Performance of an Integrated Envelope/Lighting System."ICBEST '97 International Conference on Building Envelope Systems and Technology (1997) 375-380.
Papamichael, Konstantinos M, John LaPorta, and Hannah L Chauvet."Decision Making Through Use of Interoperable Simulation Software."Building Simulation '97 Fifth International IBPSA Conference (1997).
Lee, Eleanor S, Dennis L DiBartolomeo, and Stephen E Selkowitz."Thermal and Daylighting of an Automated Venetian Blind and Lighting System in a Full-Scale Private Office."Energy and Buildings 29 (1997) 47-63.

1996

Selkowitz, Stephen E, Mary Ann Piette, Konstantinos M Papamichael, Dale A Sartor, Robert J Hitchcock, and Frank Olken."Interoperable, Life-Cycle Tools for Assuring Building Performance: An Overview of a Commercial Building Initiative."U.S. Green Buildings Council Third Annual Conference (1996).
DiBartolomeo, Dennis L, Eleanor S Lee, Francis M Rubinstein, and Stephen E Selkowitz."Developing a Dynamic Envelope/Lighting Control System with Field Measurements."Journal of the Illuminating Engineering Society 26 (1996) 146-164.
Papamichael, Konstantinos M, John LaPorta, Hannah L Chauvet, Deirdre Collins, Thomas Trzcinski, Jack A Thorpe, and Stephen E Selkowitz."The Building Design Advisor."ACADIA 1996 Conference (1996).

1995

Hitchcock, Robert J."Improving Building Life-Cycle Information Management Through Documentation and Communication of Project Objectives."CIB W78 Workshop, Modeling of Buildings Through Their Life-Cycle (1995).
Lee, Eleanor S, and Stephen E Selkowitz."The Design and Evaluation of Integrated Envelope and Lighting Control Strategies for Commercial Buildings."ASHRAE Transactions 101.1 (1995) 326-342.

1994

Papamichael, Konstantinos M."New Tools for the Analysis and Design of Building Envelopes."Thermal Performance of the Exterior Envelopes of Buildings V (1994).
Lee, Eleanor S, Stephen E Selkowitz, Francis M Rubinstein, Joseph H Klems, Liliana O Beltran, Dennis L DiBartolomeo, and Robert Sullivan."Developing Integrated Envelope and Lighting Systems for Commercial Buildings."Solar '94: Golden Opportunities for Solar Prosperity (1994).

1993

Selkowitz, Stephen E, Eleanor S Lee, Francis M Rubinstein, Joseph H Klems, Konstantinos M Papamichael, Liliana O Beltran, Dennis L DiBartolomeo, and Robert Sullivan."Realizing the DSM Potential of Integrated Envelope and Lighting Systems."2nd National New Construction Programs for Demand-Side Management Conference (1993).
Piette, Mary Ann, Bruce Nordman, Odon deBuen, and Richard C Diamond."Predicted versus Monitored Performance of Energy-Efficiency Measures in New Commerical Buildings from Energy Edge." (1993) 15.
Papamichael, Konstantinos M, and Jean-Pierre Protzen."The Limits of Intelligence in Design."Focus Symposium on "Computer-Assisted Buildong Designs Systems", of the Fourth International Symposium on System Research, Informatics and Cybernetics (1993).

1992

Selkowitz, Stephen E, and Jennifer E Schuman."Integrated Envelope and Lighting Technologies for Commercial Buildings."Thermal Performance of the Exterior Envelopes of Buildings V (1992).
Sullivan, Robert, Eleanor S Lee, and Stephen E Selkowitz."Impact Assessment and Performance Targets for Lighting and Envelope Systems." (1992).

1991

Papamichael, Konstantinos M, and Stephen E Selkowitz."A Computer-Based Building Design Support Environment."1st International Symposium on Building Systems Automation-Integration (1991).
Hitchcock, Robert J, William L Carroll, and Bruce E Birdsall."RESEM: Retrofit Energy Savings Estimation Model Reference Manual - Version 1.00." (1991).

1990

Papamichael, Konstantinos M."Modeling the Building-Design Process and Expertise." 96(2) (1990).

1989

Seppänen, Olli, William J Fisk, Joseph H Eto, and David T Grimsrud."Comparison of Conventional Mixing and Displacement Air Conditioning and Ventilating Systems in U.S. Commerical Buildings."ASHRAE Summer Meeting (1989).

1987

Eto, Joseph H."The GE-BOMA Energy Use in Office Buildings Project: A Second Look at the Data." (1987).