Publications
] . "Data-Driven Analysis Tool Plays Critical Role in Climate Neutral Buildings." Advances in Applied Energy 2 (2021) 100014. 
PDF (450.68 KB)
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PDF (450.68 KB). "Performance assessment of low-cost environmental monitors and single sensors under variable indoor air quality and thermal conditions." Building and Environment 187.January 2021 (2021). PDF (947.7 KB)
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PDF (947.7 KB). "Building thermal load prediction through shallow machine learning and deep learning." Applied Energy 263 (2020) 114683. PDF (3.54 MB)
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PDF (3.54 MB). "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). Accepted Manuscript (881.85 KB)
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Accepted Manuscript (881.85 KB). "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). Accepted Manuscript (895.07 KB)
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Accepted Manuscript (895.07 KB). "Performance of low-cost indoor air quality monitors for PM2.5 and PM10 from residential sources." Building and Environment 171 (2020). Accepted Manuscript (6.89 MB)
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Accepted Manuscript (6.89 MB). "Post-occupancy evaluation of indoor environmental quality in ten nonresidential buildings in Chongqing, China." Journal of Building Engineering 32.November (2020).
. "Scenarios of energy reduction potential of zero energy building promotion in the Asia-Pacific region to year 2050." Energy 213 (2020) 118792. PDF (2.67 MB)
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PDF (2.67 MB). "Are low-cost sensors good enough for IAQ controls?." Federation of European Heating, Ventilation and Air Conditioning Associations (REHVA) Journal 56.1 (2019). Accepted Manuscript (524.25 KB)
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Accepted Manuscript (524.25 KB). "Data fusion in predicting internal heat gains for office buildings through a deep learning approach." Applied Energy 240 (2019) 386 - 398. PDF (1004.68 KB)
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PDF (1004.68 KB). "Energy savings with outdoor temperature-based smart ventilation control strategies in advanced California homes." Energy and Buildings 194 (2019) 317 - 327. 2001207. PDF (1.15 MB)
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PDF (1.15 MB). "Energy-saving opportunities of direct-DC loads in buildings." Applied Energy 248 (2019) 274 - 287. PDF (4.9 MB)
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PDF (4.9 MB). "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). "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). "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. PDF (645.02 KB)
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PDF (645.02 KB). "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. PDF (594.33 KB)
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PDF (594.33 KB). "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. PDF (2.51 MB)
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PDF (2.51 MB)