Building Technologies Department
Forecasting district-scale energy dynamics through integrating building network and long short-term memory learning algorithm." Applied Energy 248 (2019) 217–230.
, , , , , and . "A novel approach for selecting typical hot-year (THY) weather data." Applied Energy 242 (2019) 1634–1648.
, , , , and . "Integrating physics-based models with sensor data: An inverse modeling approach." Building and Environment 154 (2019) 23–31.
, and . "Data fusion in predicting internal heat gains for office buildings through a deep learning approach." Applied Energy 240 (2019) 386–398.
, , and . "The Squeaky wheel: Machine learning for anomaly detection in subjective thermal comfort votes." Building and Environment 151 (2019) 219–227.
, , , , and . "Incorporating machine learning with building network analysis to predict multi-building energy use." Energy and Buildings 186 (2019) 80–97.
, , , and . "Performance-driven optimization of urban open space configuration in the cold-winter and hot-summer region of China." Building Simulation 12.3 (2019) 411–424.
, , , , and . "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.
, , , , and . "Linking energy-cyber-physical systems with occupancy prediction and interpretation through WiFi probe-based ensemble classification." Applied Energy 236 (2019) 55–69.
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Innovative Glazing Materials." Handbook of Energy Efficiency in Buildings A Life Cycle Approach. Cambridge: Butterworth-Heinemann, Elsevier Inc., 2018.
. "Efficient modeling of optically-complex, non-coplanar exterior shading: Validation of matrix algebraic methods." Energy and Buildings 174 (2018) 464–483.
, , and . "Breaking the 20 Year Logjam to Better Insulating Windows." 2018 ACEEE Summer Study on Energy Efficiency in Buildings 2018.
, , and . "Thermal performance and potential annual energy impact of retrofit thin-glass triple-pane glazing in US residential buildings." Building Simulation 12.1 (2019) 79–86.
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When Data Analytics Meet Site Operation: Benefits and Challenges." 2018 ACEEE Summer Study on Energy Efficiency in Buildings. 2018.
, , , , and . "Driving Adoption of Demand-Responsive Commercial Lighting with a Clarified Value Proposition: Site Level Energy Savings and Cost-Benefit Analysis." 2018 Summer Study on Energy Efficiency in Buildings. Pacific Grove, CA, 2018.
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