Publications

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Sun, Kaiyu, Tianzhen Hong, Sarah C Taylor-Lange, and Mary Ann Piette. "A pattern-based automated approach to building energy model calibration." (2015). LBNL-1004495.
Xu, Peng, Philip Haves, Mary Ann Piette, and James E Braun. "Peak Demand Reduction from Pre-Cooling with Zone Temperature Reset in an Office Building." 2004 ACEEE Summer Study on Energy Efficiency in Buildings. Pacific Grove, CA, 2004. LBNL-55800.
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.
Polak, Elijah, and Michael Wetter. "Precision control for generalized pattern search algorithms with adaptive precision function evaluations." SIAM Journal on Optimization 16.3 (2006) 650-669
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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.
Pang, Xiufeng, and Mingsheng Liu. "Prevention of Compressor Short Cycling in Direct-Expansion (DX) Rooftop Units, Part 1: Theoretical Analysis and Simulation." ASHRAE Transactions 117.2 (2011) 666-676.
Pang, Xiufeng, and Mingsheng Liu. "Prevention of Compressor Short Cycling in Direct-Expansion (DX) Rooftop Units— Part 2: Field Investigation." ASHRAE Transactions 117.2 (2011) 677-685.
S
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.
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.
Franke, Rüdiger, Francesco Casella, Martin Otter, Katrin Proelss, Michael Sielemann, and Michael Wetter. "Standardization of thermo-fluid modeling in Modelica.Fluid 1.0." Proc. of the 7th International Modelica Conference 2009.
Narayanan, Satish, Michael G Apte, Philip Haves, Mary Ann Piette, and John Elliott. "Systems Approach to Energy Efficient Building Operation: Case Studies and Lessons Learned in a University Campus." 2010 ACEEE Summer Study on Energy Efficiency in Buildings 2010.

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