Publications

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2019
Van Cutsem, Olivier, Maher Kayal, David Blum, and Marco Pritoni. "Comparison of MPC Formulations for Building Control under Commercial Time-of-Use Tariffs." IEEE PowerTech Milan 2019. 2019.
Wang, Zhe, Tianzhen Hong, and Mary Ann Piette. "Data fusion in predicting internal heat gains for office buildings through a deep learning approach." Applied Energy 240 (2019) 386 - 398.
Wang, Zhe, Tianzhen Hong, Mary Ann Piette, and Marco Pritoni. "Inferring occupant counts from Wi-Fi data in buildings through machine learning." Building and Environment 158 (2019) 281 - 294.
Wang, Zhe, Tianzhen Hong, Mary Ann Piette, and Marco Pritoni. "Inferring occupant counts from Wi-Fi data in buildings through machine learning." Building and Environment 158 (2019) 281 - 294.
Blum, David, K. Arendt, Lisa Rivalin, Mary Ann Piette, Michael Wetter, and C.T. Veje. "Practical factors of envelope model setup and their effects on the performance of model predictive control for building heating, ventilating, and air conditioning systems." Applied Energy 236 (2019) 410 - 425.
Wang, Zhe, Tianzhen Hong, and Mary Ann Piette. "Predicting plug loads with occupant count data through a deep learning approach." Energy 181 (2019) 29 - 42.
Wang, Zhe, Thomas Parkinson, Peixian Li, Borong Lin, and Tianzhen Hong. "The Squeaky wheel: Machine learning for anomaly detection in subjective thermal comfort votes." Building and Environment 151 (2019) 219 - 227.
2017
Chen, Yixing, Tianzhen Hong, and Mary Ann Piette. Automatic Generation and Simulation of Urban Building Energy Models Based on City Datasets for City-Scale Building Retrofit Analysis. 2017.
Parker, Andrew, Philip Haves, Subhash Jegi, Vishal Garg, and Baptiste Ravache. "Development of Automated Procedures to Generate Reference Building Models for ASHRAE Standard 90.1 and India’s Building Energy Code and Implementation in OpenStudio." Building Simulation 2017. San Francisco, CA, 2017. LBNL-2001052.
Luo, Xuan, Tianzhen Hong, Yixing Chen, and Mary Ann Piette. Electric Load Shape Benchmarking for Small- and Medium-Sized Commercial Buildings. 2017.
Piette, Mary Ann, Tianzhen Hong, William J Fisk, Norman Bourassa, Wanyu R Chan, Yixing Chen, H.Y. Iris Cheung, Toshifumi Hotchi, Margarita Kloss, Sang Hoon Lee, Phillip N Price, Oren Schetrit, Kaiyu Sun, Sarah C Taylor-Lange, and Rongpeng Zhang. Small and Medium Building Efficiency Toolkit and Community Demonstration Program. 2017. LBNL-2001054.
Piette, Mary Ann, Tianzhen Hong, William J Fisk, Norman Bourassa, Wanyu R Chan, Yixing Chen, H.Y. Iris Cheung, Toshifumi Hotchi, Margarita Kloss, Sang Hoon Lee, Phillip N Price, Oren Schetrit, Kaiyu Sun, Sarah C Taylor-Lange, and Rongpeng Zhang. Small and Medium Building Efficiency Toolkit and Community Demonstration Program. 2017. LBNL-2001054.
2015
Lee, Sang Hoon, Tianzhen Hong, Mary Ann Piette, Geof Sawaya, Yixing Chen, and Sarah C Taylor-Lange. "Accelerating the energy retrofit of commercial buildings using a database of energy efficiency performance." Energy (2015). LBNL-1004494.
Lee, Eleanor S, Xiufeng Pang, Andrew McNeil, Sabine Hoffmann, Anothai Thanachareonkit, Zhengrong Li, and Yong Ding. "Assessment of the Potential to Achieve Very Low Energy Use in Public Buildings in China with Advanced Window and Shading Systems." Buildings 5.2 (2015) 668-699. LBNL-187100.
Hong, Tianzhen, Mary Ann Piette, Yixing Chen, Sang Hoon Lee, Sarah C Taylor-Lange, Rongpeng Zhang, Kaiyu Sun, and Phillip N Price. "Commercial Building Energy Saver: An energy retrofit analysis toolkit." Applied Energy 159 (2015). LBNL-1004502.
Hong, Tianzhen, Mary Ann Piette, Yixing Chen, Sang Hoon Lee, Sarah C Taylor-Lange, Rongpeng Zhang, Kaiyu Sun, and Phillip N Price. "Commercial Building Energy Saver: An energy retrofit analysis toolkit." Applied Energy 159 (2015). LBNL-1004502.
Lee, Sang Hoon, Tianzhen Hong, Geof Sawaya, Yixing Chen, and Mary Ann Piette. "DEEP: A Database of Energy Efficiency Performance to Accelerate Energy Retrofitting of Commercial Buildings." (2015). LBNL-180309.
Lee, Sang Hoon, Tianzhen Hong, Mary Ann Piette, and Sarah C Taylor-Lange. "Energy retrofit analysis toolkit for commercial buildings: A review." 89 (2015) 1087-1100. LBNL-1004503.

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