Adrian Chong

Whole building energy model for HVAC optimal control: A practical framework based on deep reinforcement learning

Zhiang Zhang, Adrian Chong, Yuqi Pan et al. · Energy and Buildings · 2019 · 312 citations

Practical Framework, Engineering, Machine Learning +9

Green and cool roofs’ urban heat island mitigation potential in tropical climate

Junjing Yang, Devi llamathy Mohan Kumar, Andri Pyrgou et al. · Solar Energy · 2018 · 218 citations

Climatology, Urban Green Spaces, Tropical Climate +13

Generative adversarial network for fault detection diagnosis of chillers

Ke Yan, Adrian Chong, Yuchang Mo · Building and Environment · 2020 · 197 citations

Fault Diagnosis, Engineering, Machine Learning +6

Data-driven predictive control for smart HVAC system in IoT-integrated buildings with time-series forecasting and reinforcement learning

Dian Zhuang, Vincent J.L. Gan, Zeynep Duygu Tekler et al. · Applied Energy · 2023 · 180 citations

Smart Hvac System, Data-driven Predictive Control, Engineering +11

Guidelines for the Bayesian calibration of building energy models

Adrian Chong, Kathrin Menberg · Energy and Buildings · 2018 · 134 citations

Built Environment, Bayesian Statistics, Bayesian Calibration +8