Xinlei Zhou

A data-driven strategy using long short term memory models and reinforcement learning to predict building electricity consumption

Xinlei Zhou, Wenye Lin, Ritunesh Kumar et al. · Applied Energy · 2021 · 81 citations

Engineering, Data Science, Energy Management +7

A new framework integrating reinforcement learning, a rule-based expert system, and decision tree analysis to improve building energy flexibility

Xinlei Zhou, Han Du, Yongjun Sun et al. · Journal of Building Engineering · 2023 · 52 citations · Full text

Engineering, Machine Learning, Energy Efficiency +19

Recent advances in data mining and machine learning for enhanced building energy management

Xinlei Zhou, Han Du, Shan Xue et al. · Energy · 2024 · 29 citations · Full text

Engineering, Machine Learning, Energy Efficiency +17

Optimization of building demand flexibility using reinforcement learning and rule-based expert systems

Xinlei Zhou, Shan Xue, Han Du et al. · Applied Energy · 2023 · 26 citations · Full text

Artificial Intelligence, Engineering, Energy Efficiency +16

Heat transfer analysis of energy piles with parallel U-Tubes

Ping Cui, Linrui Jia, Xinlei Zhou et al. · Renewable Energy · 2020 · 22 citations

Heat Transfer Process, Engineering, Heat Transfer Analysis +7