Publications
] . "Inferring occupant counts from Wi-Fi data in buildings through machine learning." Building and Environment 158 (2019) 281 - 294. 
PDF (1.11 MB)
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PDF (1.11 MB). "Integrating diagnostics and model-based optimization." Energy and Buildings 182 (2019) 187 - 195. PDF (897.37 KB)
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PDF (897.37 KB). "Integrating physics-based models with sensor data: An inverse modeling approach." Building and Environment 154 (2019) 23 - 31. PDF (275.63 KB)
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PDF (275.63 KB). "An inverse approach to solving zone air infiltration rate and people count using indoor environmental sensor data." Energy and Buildings 198 (2019) 228 - 242. PDF (7.49 MB)
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PDF (7.49 MB). "Learning occupants’ indoor comfort temperature through a Bayesian inference approach for office buildings in United States." Renewable and Sustainable Energy Reviews (2019) 109593. PDF (1.84 MB)
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PDF (1.84 MB). "Linking energy-cyber-physical systems with occupancy prediction and interpretation through WiFi probe-based ensemble classification." Applied Energy 236 (2019) 55 - 69. PDF (2.05 MB)
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PDF (2.05 MB). "Local lighting control in open-plan offices: the influence of office lay-out." 20th Congress of the International Ergonomics Association (IEA 2018) 2019. PDF (3.3 MB)
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PDF (3.3 MB). Monitoring the Urban Heat Island Effect and the Efficacy of Future Countermeasures. 2019. PDF (2.68 MB)
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PDF (2.68 MB). "A novel approach for selecting typical hot-year (THY) weather data." Applied Energy 242 (2019) 1634 - 1648. PDF (836.87 KB)
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PDF (836.87 KB). "OPEN COMPUTING INFRASTRUCTURE FOR SHARING DATA ANALYTICS TO SUPPORT BUILDING ENERGY SIMULATIONS." 2019. PDF (175.82 KB)
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PDF (175.82 KB). "A performance evaluation framework for building fault detection and diagnosis algorithms." Energy and Buildings 192 (2019) 84 - 92. PDF (1.16 MB)
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PDF (1.16 MB). "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. PDF (3.27 MB)
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PDF (3.27 MB). A Plug-Loads Game Changer: Computer Gaming Energy Efficiency without Performance Compromise. CEC, 2019. PDF (3.28 MB)
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PDF (3.28 MB). "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. PDF (1.13 MB)
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PDF (1.13 MB). "Predicting plug loads with occupant count data through a deep learning approach." Energy 181 (2019) 29 - 42. PDF (1.28 MB)
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PDF (1.28 MB). "Prototyping the BOPTEST Framework for Simulation-Based Testing of Advanced Control Strategies in Buildings." IBPSA Building Simulation 2019. Rome, Italy, 2019. PDF (851.68 KB)
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PDF (851.68 KB). Quayside Energy Systems Analysis. 2019. LBNL 2001197. PDF (1.25 MB)
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PDF (1.25 MB). R&D and Implementation Outcomes From The U.S.-India Bilateral Center For Building Energy Research And Development Program. 2019. PDF (6.11 MB)
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PDF (6.11 MB). Realizing high-accuracy low-cost measurement and verification for deep cost savings. 2019. PDF (4.04 MB)
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PDF (4.04 MB). "Revealing Urban Morphology and Outdoor Comfort through Genetic Algorithm-Driven Urban Block Design in Dry and Hot Regions of China." Sustainability 11.13 (2019) 3683. PDF (2.74 MB)
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PDF (2.74 MB). "A review of smart ventilation energy and IAQ performance in residential buildings." 39th AIVC Conference. 2019. 2001249. PDF (3.13 MB)
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PDF (3.13 MB). Sealed and Insulated Attic Hygrothermal Performance in New California Homes Using Vapor and Air Permeable Insulation—Field Study and Simulations. 2019. LBNL-2001213. PDF (19.12 MB)
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PDF (19.12 MB). Smart Ventilation for Advance California Homes – Single Zone Technology Task. 2019. 2001206. PDF (14.85 MB)
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PDF (14.85 MB). Solar-Reflective “Cool” Walls: Benefits, Technologies, and Implementation. 2019. PDF (1.53 MB)
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PDF (1.53 MB). "Split-pane electrochromic window control based on an embedded photometric device with real-time daylighting computing." Building and Environment 161 (2019) 106229. LBNL-2001231. 
PDF (1.97 MB)
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PDF (1.97 MB)