Publications By Research Area
Wang, Zhe, Tianzhen Hong, and Mary Ann Piette."Building thermal load prediction through shallow machine learning and deep learning."Applied Energy 263 (2020) 114683. DOI
Chan, Wanyu R., Yang-Seon Kim, William W. Delp, Iain S. Walker, and Brett C. Singer."Dataset: Indoor air quality in California homes with code-required mechanical ventilation." (2020). DOI
Hong, Tianzhen, Zhe Wang, Xuan Luo, and Wanni Zhang."State-of-the-art on research and applications of machine learning in the building life cycle."Energy and Buildings 212 (2020) 109831. 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
Kim, Donghun, Yeonjin Bea, Sehyun Yun, and James E. Braun."A methodology for generating reduced-order models for large-scale buildings using the Krylov subspace method."Journal of Building Performance Simulation 13.4 (2020) 419 - 429. DOI
Earni, Shankar, Philip Coleman, Elizabeth Stuart, and Peter H. Larsen."eProject Builder: Promoting wider adoption of energy savings performance contracts through standardization and transparency."energise 2020 ENERGY INNOVATION FOR A SUSTAINABLE ECONOMY (2020) 300-308.
Coleman, Philip, Shankar Earni, Bob Slattery, and Christine Walker."M&V in ESPC: The U.S. Federal Experience and Implications for Developing ESPC Markets."energise 2020 ENERGY INNOVATION FOR A SUSTAINABLE ECONOMY (2020) 216-221.
Perera, A. T. D., Vahid M. Nik, Deliang Chen, Jean-Louis Scartezzini, and Tianzhen Hong."Quantifying the impacts of climate change and extreme climate events on energy systems."Nature Energy 5.2 (2020) 150 - 159. DOI
Gehbauer, Christoph, David H. Blum, Taoning Wang, and Eleanor S. Lee."An assessment of the load modifying potential of model predictive controlled dynamic facades within the California context."Energy and Buildings 210 (2020) 109762. 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
Chen, , Chien-fei, Tianzhen Hong, Gerardo Zarazua de Rubens, Selin Yilmaz, Karol Bandurski, Zsófia Deme Bélafi, Marilena De Simone, Mateus Vinícius Bavaresco, Yu Wang, Pei-ling Liu, Verena M. Barthelmes, Jacqueline Adams, Simona D'Oca, and Łukasz Przybylski."Culture, conformity, and carbon? A multi-country analysis of heating and cooling practices in office buildings."Energy Research & Social Science 61 (2020) 101344. DOI
Brown, Richard E., Peter Schwartz, Bruce Nordman, Jordan Shackelford, Aditya Khandekar, Neal Jackson, Anand Prakash, Srijit Ghosh, and Erik Page."Developing Flexible, Networked Lighting Control Systems That Reliably Save Energy in California Buildings." (2020). DOI
Méndez, Juana Isabel, Pedro Ponce, Omar Mata, Alan K. Meier, Therese Peffer, Arturo Molina, and Marlene Aguilar."Empower saving energy into smart homes using a gamification structure by social products."2020 IEEE International Conference on Consumer Electronics (ICCE)2020 IEEE International Conference on Consumer Electronics (ICCE) (2020). DOI
Hong, Tianzhen, Jared Langevin, Na Luo, and Kaiyu Sun."Energy and Behaviour Developing quantitative insights on building occupant behaviour: Supporting modelling tools and datasets." (2020) 283 - 319. DOI
Lee, Eleanor S., Anothai Thanachareonkit, D. Charlie Curcija, Gregory J. Ward, Taoning Wang, David Geisler-Moroder, Christoph Gehbauer, John Breshears, Luis L. Fernandes, Stephen E. Selkowitz, Robert Hart, Christian Kohler, David H. Blum, Jinqing Peng, and Howdy Goudey."High-Performance Integrated Window and Façade Solutions for California." (2020).
Gehbauer, Christoph, David H. Blum, Taoning Wang, and Eleanor S. Lee."Integrated Dynamic Facade Control with an Agent-based Architecture for Commercial Buildings." (2020).
Wang, Zhe, and Tianzhen Hong."Learning occupants’ indoor comfort temperature through a Bayesian inference approach for office buildings in United States."Renewable and Sustainable Energy Reviews 119 (2020) 109593. DOI
Hong, Tianzhen, Chien-Fei Chen, Zhe Wang, and Xiaojing Xu."Linking human-building interactions in shared offices with personality traits."Building and Environment 170 (2020) 106602. DOI
Caubel, Julien J., Vi H. Rapp, Sharon S. Chen, and Ashok J. Gadgil."Practical design considerations for secondary air injection in wood-burning cookstoves: An experimental study."Development Engineering 5 (2020) 100049. DOI
Méndez, Juana Isabel, Omar Mata, Pedro Ponce, Alan K. Meier, Therese Peffer, and Arturo Molina."Studies in Systems, Decision and ControlChallenges and Trends in Multimodal Fall Detection for HealthcareMulti-sensor System, Gamification, and Artificial Intelligence for Benefit Elderly People." 273 (2020) 207 - 235. DOI
Li, Han, Tianzhen Hong, Sang Hoon Lee, and Marina Sofos."System-level key performance indicators for building performance evaluation."Energy and Buildings 209 (2020) 109703. DOI
Hong, Tianzhen, Yixing Chen, Xuan Luo, Na Luo, and Sang Hoon Lee."Ten questions on urban building energy modeling."Building and Environment 168 (2020) 106508. DOI
Piette, Mary Ann, Richard C. Diamond, Stephen E. Selkowitz, Stephane de la Rue du Can, Tianzhen Hong, Kaiyu Sun, Paul A. Mathew, Iain S. Walker, Alan K. Meier, Erik Page, Jessica Granderson, Nan Zhou, and Peter Alstone."Chapter 2: Global Opportunities and Challenges in Energy and Environmental Issues in the Buildings Sector."World Scientific Series in Current Energy Issues (2020). DOI
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