Publications

2020

Pistochini, Theresa, Caton Mande, Mark Modera, Sarah Outcault, Angela Sanguinetti, Wanyu R Chan, Spencer M Dutton, Brett C Singer, and Xiwang Li."Improving Ventilation and Indoor Environmental Quality in California K-12 Schools." (2020).
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).
Yang, Bin, Xiaojing Li, Yingzhen Hou, Alan K Meier, Xiaogang Cheng, Joon-Ho Choi, Faming Wang, Huan Wang, Andreas Wagner, Da Yan, Angui Li, Thomas Olofsson, and Haibo Li."Non-invasive (non-contact) measurements of human thermal physiology signals and thermal comfort/discomfort poses -A review."Energy and Buildings 224 (2020) 110261. DOI
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
Gerke, Brian F, Giulia Gallo, Sarah Josephine Smith, Jingjing Liu, Shuba V Raghavan, Peter Schwartz, Mary Ann Piette, Rongxin Yin, and Sofia Stensson."The California Demand Response Potential Study, Phase 3: Final Report on the Shift Resource through 2030." (2020). DOI
Cao, Zhi, Rupert J Myers, Richard C Lupton, Huabo Duan, Romain Sacchi, Nan Zhou, T. Reed Miller, Jonathan M Cullen, Quansheng Ge, and Gang Liu."The sponge effect and carbon emission mitigation potentials of the global cement cycle."Nature Communications 11 (2020). DOI
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
WuDunn, Mark, Avideh Zakhor, Samir Touzani, and Jessica Granderson."​Aerial 3D Building Reconstruction from RGB Drone Imagery."SPIE Geospatial Informatics X (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
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. 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
Zhou, Nan, Hongyou Lu, Nina Khanna, Xu Liu, David Fridley, Lynn K Price, Wei Feng, Jiang Lin, Carolyn Szum, and Chao Ding."China Energy Outlook: Understanding China’s Energy and Emissions Trends." (2020).
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
Fuchs, Heidi, Arian Aghajanzadeh, and Peter L Therkelsen."Identification of drivers, benefits, and challenges of ISO 50001 through case study content analysis."Energy Policy 142 (2020). DOI
Khanna, Nina, Xu Liu, and Nan Zhou."International review of ecodesign programs for products and lessons learned for China."China Economic Journal (2020) 1 - 31. 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
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