Publications

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2020

Wang, Zhe, and Tianzhen Hong."Reinforcement learning for building controls: The opportunities and challenges."Applied Energy 269 (2020) 115036. DOI
Wang, Zhe, Hui Zhang, Yingdong Hi, Maohui Luo, Ziwei Li, Tianzhen Hong, and Borong Lin."Revisiting individual and group differences in thermal comfort based on ASHRAE database."Energy and Buildings 219 (2020) 110017. DOI
WuDunn, Mark, Avideh Zakhor, Samir Touzani, and Jessica Granderson."​Aerial 3D Building Reconstruction from RGB Drone Imagery."SPIE Geospatial Informatics X (2020).
Malik, Jeetika, Ronita Bardhan, Tianzhen Hong, and Mary Ann Piette."Contextualising adaptive comfort behaviour within low-income housing of Mumbai, India."Building and Environment 177 (2020) 106877. DOI
Sun, Kaiyu, Michael Specian, and Tianzhen Hong."Nexus of thermal resilience and energy efficiency in buildings: A case study of a nursing home."Building and Environment 177 (2020) 106842. DOI
Less, Brennan, Iain S. Walker, David M. Lorenzetti, Evan Mills, Vi H. Rapp, Spencer M. Dutton, Michael D. Sohn, Xiwang Li, Jordan D. Clark, and Max H. Sherman."Smart Ventilation for Advanced California Homes." (2020).
Prakash, Anand, Kun Zhang, Pranav Gupta, David Blum, Marc Marshall, Gabe Fierro, Peter Alstone, James Zoellic, Richard E. Brown, and Marco Pritoni."Solar+ Optimizer: A Model Predictive Control Optimization Platform for Grid Responsive Building Microgrids."Energies 13.12 (2020) 3093. DOI
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
Wang, Zhe, Jingyi Wang, Yueer He, Yanchen Liu, Borong Lin, and Tianzhen Hong."Dimension analysis of subjective thermal comfort metrics based on ASHRAE Global Thermal Comfort Database using machine learning."Journal of Building Engineering 29 (2020) 101120. DOI
O’Brien, William, Andreas Wagner, Marcel Schweiker, Ardeshir Mahdavi, Julia Day, Mikkel Baun Kjærgaard, Salvatore Carlucci, Bing Dong, Farhang Tahmasebi, Da Yan, Tianzhen Hong, H. Burak Gunay, Zoltan Nagy, Clayton Miller, and Christiane Berger."Introducing IEA EBC Annex 79: Key challenges and opportunities in the field of occupant-centric building design and operation."Building and Environment (2020) 106738. DOI
Luo, , Xuan, Tianzhen Hong, and Yu-Hang Tang."Modeling Thermal Interactions between Buildings in an Urban Context."Energies 13.9 (2020) 2382. DOI
Yoon, Nari, Mary Ann Piette, Jung Min Han, Wentao Wu, and Ali Malkawi."Optimization of Window Positions for Wind-Driven Natural Ventilation Performance."Energies 13.10 (2020) 2464. DOI
Haves, Philip, Baptiste Ravache, and Mehry Yazdanian."Accuracy of HVAC Load Predictions: Validation of EnergyPlus and DOE-2 using FLEXLAB Measurements." (2020). DOI
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 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