Publications: BTUS FLEXLAB and Systems Integration

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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 Pritonic, 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
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

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
Nordman, Bruce, Marco Pritoni, Mary Ann Piette, and Anand Krishnan Prakash."Communication Requirements for Price-Based Grid Coordination."2022 Summer Study on Energy Efficiency in Buildings (2022). DOI
Paul, Lazlo, Anand Prakash, Kun Zhang, Marco Pritoni, and Richard E. Brown."SolarPlus Optimizer: Integrated Control of Solar, Batteries, and Flexible Loads for Small Commercial Buildings."2022 ACEEE Summer Study on Energy Efficiency in Buildings (2022).
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
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, 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
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).

2021

Baudette, Maxime, Jaimie Swartz, Keith Moffat, Jasper Pakshong, Leo Chu, Christoph Gehbauer, and Alexandra von Meier."Hardware-In-the-Loop Benchmarking Setup for Phasor Based Control Validation." (2021). DOI
Shackelford, Jordan, and Alan K. Meier."Laboratory Evaluation of Tunable White LEDs for Circadian Lighting in Commercial Offices." (2021).

2020

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
Carbonnier, Kevin, Cathy Higgins, Katie Wilson, Michael Mutmansky, John Rossi, and Paul A. Mathew."Blind to Blinds: Opening Our Eyes to Savings from New Automated Shading Systems."ACEEE Summer Study in Buildings 2020 (2020). DOI
Haves, Philip, Baptiste Ravache, and Mehry Yazdanian."Accuracy of HVAC Load Predictions: Validation of EnergyPlus and DOE-2 using FLEXLAB Measurements." (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).
Prakash, Anand, Samir Touzani, Mariam Kiran, Shreya Agarwal, Marco Pritoni, and Jessica Granderson."Deep Reinforcement Learning in Buildings: Implicit Assumptions and their Impact."RLEM'20: Proceedings of the 1st International Workshop on Reinforcement Learning for Energy Management in Buildings & Cities (2020). DOI

2019

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).

2018

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
Pang, Xiufeng, Carlos Duarte, Philip Haves, and Frank Chuang."Testing and demonstration of model predictive control applied to a radiant slab cooling system in a building test facility."Energy and Buildings 172 (2018) 432 - 441. DOI
Jia, Hongyuan, Xiufeng Pang, and Philip Haves."Experimentally-determined characteristics of radiant systems for office buildings."Applied Energy 221 (2018) 41 - 54. DOI
Lee, Eleanor S., David Geisler-Moroder, and Gregory J. Ward."Modeling the Direct Sun Component in Buildings Using Matrix Algebraic Approaches: Methods and Validation."Solar Energy 160 (2018) 380 - 395. DOI
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).