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A

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.

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Piette, Mary Ann, Satkartar T Khalsa, and Philip Haves. "Analysis of an Information Monitoring and Diagnostic System to Improve Building Operations." Energy and Buildings 33.8 (2001) 783-792. LBNL-46038.

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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.

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C

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.

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PDF (1.86 MB)

D

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.

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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.

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PDF (391.32 KB)

Kinney, Satkartar, Mary Ann Piette, Lixing Gu, and Philip Haves. "Demand Relief and Weather Sensitivity in Large California Commercial Buildings." International Conference for Enhancing Building Operations 2001.

Kiliccote, Sila, Mary Ann Piette, David S Watson, and Glenn D Hughes. "Dynamic Controls for Energy Efficiency and Demand Response: Framework Concepts and a New Construction Case Study in New York." 2006 ACEEE Summer Study on Energy Efficiency in Buildings 2006.

E

Luo, Xuan, Tianzhen Hong, Yixing Chen, and Mary Ann Piette. Electric Load Shape Benchmarking for Small- and Medium-Sized Commercial Buildings. 2017.

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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.

G

Mills, Evan, Jessica Granderson, Wanyu R Chan, Richard C Diamond, Philip Haves, Bruce Nordman, Paul A Mathew, Mary Ann Piette, Gerald Robinson, and Stephen E Selkowitz. "Green, Clean, & Mean: Pushing the Energy Envelope in Tech Industry Buildings." 2015. LBNL-1005070E.

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I

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.

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P

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.

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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.

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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.

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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.

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PDF (1.28 MB)

Q

Regnier, Cynthia, Kaiyu Sun, Tianzhen Hong, and Mary Ann Piette. "Quantifying the benefits of a building retrofit using an integrated system approach: A case study." Energy and Buildings 159 (2018).

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R

Lee, Sang Hoon, Tianzhen Hong, and Mary Ann Piette. Review of Existing Energy Retrofit Tools. 2014. LBNL-6774E.

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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.

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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.

T

Pass, Rebecca Zarin, Michael Wetter, and Mary Ann Piette. "A Tale of Three District Energy Systems: Metrics and Future Opportunities." 2016 ACEEE Summer Study on Energy Efficiency in Buildings. 2016.

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PDF (1.17 MB)

U

Piette, Mary Ann, Satkartar T Khalsa, and Philip Haves. "Use of an Information Monitoring and Diagnostic System for Commissioning and Ongoing Operations." 8th National Conference on Building Commissioning PECI 2000.