Data Analytics

Crowe, Eliot, Yimin Chen, Jessica Granderson, Hayden Reeve, LucasTroup LucasTroup, David Yuill, and Yuxuan Chen. "What We Learned From Analyzing 18 Million Rows of Commercial Buildings’ HVAC Fault Data." ACEEE Summer Study on Energy Efficiency in Buildings. 2022.

Wang, Zhe, Tianzhen Hong, and Han Li. "Informing the planning of rotating power outages in heat waves through data analytics of connected smart thermostats for residential buildings." Environmental Research Letters 16.7 (2021) 074003.

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Kim, Janghyun, Kim Trenbath, Jessica Granderson, Yimin Chen, Eliot Crowe, Hayden Reeve, Sarah Newman, and Paul Ehrlich. "Research challenges and directions in HVAC fault prevalence." Science and Technology for the Built Environment 27 (2021).

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Liu, Jingjing, and Norman Bourassa. "Continuously Improving Energy and Water Management." ASHRAE Journal (2020).

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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.

Luo, Na, Tianzhen Hong, Hui Li, Rouxi Jia, and Wenguo Weng. Data Analytics and Optimization of an Ice-Based Energy Storage System for Commercial Buildings. 2017.

Yin, Rongxin, Girish Ghatikar, Ranjit Deshmukh, and Aamir Hussain Khan. "Findings from an Advanced Demand Response Smart Grid Project to Improve Electricity Reliability in India." India Smart Grid Week 2015. 2015.