Publications: BTUS FLEXLAB and Systems Integration
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
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, Jin Wen, and James Lo."Using Weather and Schedule based Pattern Matching and Feature based PCA for Whole Building Fault Detection — Part I Development of the Method."ASME Journal of Engineering for Sustainable Buildings and Cities 3 (2022).
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
Singer, Brett C., Haoran Zhao, Chelsea V. Preble, William W. Delp, Jovan Pantelic, Michael D. Sohn, and Thomas W. Kirchstetter."Measured Influence of Overhead HVAC on Exposure to Airborne Contaminants from Simulated Speaking in a Meeting and a Classroom."Indoor Air (2021). DOI
Shackelford, Jordan, and Alan K. Meier."Laboratory Evaluation of Tunable White LEDs for Circadian Lighting in Commercial Offices." (2021).
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
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).
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).
Pantelic, Jovan, Stefano Schiavon, Baisong Ning, Eleftherios Burdakis, Paul Raftery, and Fred S. Bauman."Full scale laboratory experiment on the cooling capacity of a radiant floor system."Energy and Buildings 170 (2018). DOI
Tang, Haida, Paul Raftery, Xiaohua Liu, Stefano Schiavon, Jonathan Woolley, and Fred S. Bauman."Performance analysis of pulsed flow control method for radiant slab system."Building and Environment 127 (2018). DOI
Woolley, Jonathan, Stefano Schiavon, Fred S. Bauman, Paul Raftery, and Jovan Pantelic."Side-by-side laboratory comparison of space heat extraction rates and thermal energy use for radiant and all-air systems."Energy and Buildings 176 (2018). DOI