Publications: Decision Science

2019

Singh, Reshma, Baptiste Ravache, and Mary Ann Piette. Energy Modeling in Urban Districts: Forecast of multi-sector Energy Use and GHG Emissions. 2019. 2001214.
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, 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.

2018

Sangogboye, Fisayo Caleb, Ruoxi Jia, Tianzhen Hong, Costas Spanos, and Mikkel Baun Kjærgaard. "A Framework for Privacy-Preserving Data Publishing with Enhanced Utility for Cyber-Physical Systems." ACM Transactions on Sensor Networks 14.3-4 (2018) 1 - 22.
Siap, David, Christopher T Payne, and Alex Lekov. "The United States Federal Energy Management Program lighting energy efficiency 2017 update and impacts." Applied Energy 233-234 (2018) 99 - 104.

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Liu, Jingjing, Arian Aghajanzadeh, Paul Sheaffer, Peter L Therkelsen, and Nathaniel Allen. "Accelerating the Uptake of ISO 50001 in Commercial Buildings: Two Early Adopters Utilizing an “Enterprise-wide” Approach to Save Energy and Beyond." 2018 ACEEE Summer Study on Energy Efficiency in Buildings 2018.

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Wang, Liyang, and Christopher T Payne. "Changing Institutional Procurement Behavior to Achieve Energy Savings." 2018 Summer Study on Energy Efficiency in Buildings. Pacific Grove, CA, 2018. LBNL-2001182.

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Aghajanzadeh, Arian, Marshall English, and Collin English. Opportunities for Electricity Demand Management in Irrigated Agriculture. Berkeley: Lawrence Berkeley National Laboratory, 2018.

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Liu, Jingjing, and Paul Sheaffer. ISO 50001 for US Commercial Buildings – Current Status and Opportunities. Berkeley: Lawrence Berkeley National Laboratory, 2018. LBNL-2001129.

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Pass, Rebecca Zarin, Michael Wetter, and Mary Ann Piette. "A thermodynamic analysis of a novel bidirectional district heating and cooling network." Energy 144 (2018) 20 - 30.

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Taylor, Margaret, and K. Sydny Fujita. Consumer Behavior and the Plug-In Electric Vehicle Purchase Decision Process: A Research Synthesis. 2018. LBNL-2001122.

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Singh, Reshma, Baptiste Ravache, and Dale A Sartor. Building Innovation: A Guide For High-Performance Energy Efficient Buildings In India. 2018. LBNL-2001147.

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Wang, Wei, Jiayu Chen, and Tianzhen Hong. "Modeling occupancy distribution in large spaces with multi-feature classification algorithm." Building and Environment 137 (2018).

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2017

Luo, Xuan, Khee Poh Lam, Yixing Chen, and Tianzhen Hong. "Performance Evaluation of an Agent-based Occupancy Simulation Model." Building and Environment 115 (2017).

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Chen, Yixing, Xin Liang, Tianzhen Hong, and Xuan Luo. "Simulation and visualization of energy-related occupant behavior in office buildings." Building Simulation 10.6 (2017) 785–798.

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Sun, Kaiyu, and Tianzhen Hong. A Framework for Quantifying the Impact of Occupant Behavior on Energy Savings of Energy Conservation Measures. 2017.

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Xue, Peng, Tianzhen Hong, Bing Dong, and Cheuk Ming Mak. A Preliminary Investigation of Water Usage Behavior in Single-Family Homes. 2017.

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Zhang, Rongpeng, and Tianzhen Hong. Modeling of HVAC Operational Faults in Building Performance Simulation. 2017.

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Hong, Tianzhen, Yixing Chen, Zsofia Belafi, and Simona D'Oca. Occupant behavior models: A critical review of implementation and representation approaches in building performance simulation programs. 2017.

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D'Oca, Simona, Chien-Fen Chen, Tianzhen Hong, and Zsofia Belafi. Synthesizing building physics with social psychology: An interdisciplinary framework for context and occupant behavior in office buildings. 2017.

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Cui, Ying, Da Yan, Tianzhen Hong, and Jingjin Ma. Temporal and spatial characteristics of the urban heat island in Beijing and the impact on building design and energy performance. 2017.

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Hong, Tianzhen, Da Yan, Simona D'Oca, and Chien-Fei Chen. "Ten Questions Concerning Occupant Behavior in Buildings: The Big Picture." Building and Environment (2017).

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D'Oca, Simona, Tianzhen Hong, and Jared Langevin. The Human Dimensions of Energy Use in Buildings: A Review. 2017.

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2016

Hong, Tianzhen, Sarah C Taylor-Lange, Simona D'Oca, Da Yan, and Stefano P Corgnati. "Advances in research and applications of energy-related occupant behavior in buildings." Energy and Buildings 116 (2016) 694-702. LBNL-1004497.

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Sun, Kaiyu, and Tianzhen Hong. "A Simulation Approach to Estimate Energy Savings Potential of Occupant Behavior Measures." Energy and Buildings (2016).

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