Publications
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"Building thermal load prediction through shallow machine learning and deep learning." Applied Energy 263 (2020) 114683.
. "A comprehensive evaluation of zero energy buildings in cold regions: Actual performance and key technologies of cases from China, the US, and the European Union." Energy (2020) 118992.
. "Interactions and Comprehensive Effect of Indoor Environmental Quality Factors on Occupant Satisfaction." Building and Environment 167.01 (2020).
. "Performance of a CO2 sorbent for indoor air cleaning applications: Effects of environmental conditions, sorbent aging, and adsorption of co-occurring formaldehyde." Indoor Air (2020).
. "Performance of low-cost indoor air quality monitors for PM2.5 and PM10 from residential sources." Building and Environment 171 (2020).
. "Post-occupancy evaluation of indoor environmental quality in ten nonresidential buildings in Chongqing, China." Journal of Building Engineering 32.November (2020).
. . . "Are low-cost sensors good enough for IAQ controls?." Federation of European Heating, Ventilation and Air Conditioning Associations (REHVA) Journal 56.1 (2019).
. "Data fusion in predicting internal heat gains for office buildings through a deep learning approach." Applied Energy 240 (2019) 386 - 398.
. "Energy savings with outdoor temperature-based smart ventilation control strategies in advanced California homes." Energy and Buildings 194 (2019) 317 - 327. 2001207.
. "Energy-saving opportunities of direct-DC loads in buildings." Applied Energy 248 (2019) 274 - 287.
. "Inferring occupant counts from Wi-Fi data in buildings through machine learning." Building and Environment 158 (2019) 281 - 294.
. "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.
. "Predicting plug loads with occupant count data through a deep learning approach." Energy 181 (2019) 29 - 42.
. "A review of net zero energy buildings in hot and humid climates: Experience learned from 34 case study buildings." Renewable and Sustainable Energy Reviews 114 (2019) 109303.
. "A review of net zero energy buildings in hot and humid climates: Experience learned from 34 case study buildings." Renewable and Sustainable Energy Reviews 114 (2019) 109303.
. "Targeting Building Energy Efficiency Opportunities: An Open-source Analytical and Benchmarking Tool." 2019 ASHRAE Winter Conference 2019.
. "Best Practices from Asia-Pacific Economic Cooperation (APEC) Economies for Scaling Net Zero Energy Building." ACEEE 2018 Summer Study, Pacific Grove, CA. 2018.
. "Buildings.Occupants: a Modelica package for modelling occupant behaviour in buildings." Journal of Building Performance Simulation (2018) 1 - 12.
. "China’s Roadmap to Nearly Zero Energy Buildings." ACEEE 2018 Summer Study, Pacific Grove, CA 2018.
. "Energy and Cost Benefits of DC Power in ZNE Buildings." American Council for an Energy-Efficient Economy (ACEEE) 2018 Summer Study, Pacific Grove, CA 2018.
. "Response of consumer and research grade indoor air quality monitors to residential sources of fine particles." Indoor Air 28.4 (2018) 624-639.
. "A simulation-based efficiency comparison of AC and DC power distribution networks in commercial buildings." Applied Energy 210 (2018) 1167-1187. LBNL-2001160.
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