Peng Pei

A hybrid deep transfer learning strategy for short term cross-building energy prediction

Xi Fang, Guangcai Gong, Guannan Li et al. · Energy · 2020 · 164 citations

Energy Modeling, Engineering, Data Science +6

Deep reinforcement learning optimal control strategy for temperature setpoint real-time reset in multi-zone building HVAC system

Xi Fang, Guangcai Gong, Guannan Li et al. · Applied Thermal Engineering · 2022 · 119 citations

Optimal Control Strategy, Engineering, Deep Reinforcement +4

Shale gas reservoir treatment by a CO 2 -based technology

Peng Pei, Kegang Ling, Jun He et al. · Journal of Natural Gas Science and Engineering · 2015 · 87 citations

Petroleum Reservoir, Carbon Sequestration, Chemical Engineering +8

Kinetics of MIB and Geosmin Oxidation during Ozonation

Paul Westerhoff, Brijesh Nalinakumari, Peng Pei · Ozone Science and Engineering · 2006 · 83 citations

Advanced Oxidation Process, Engineering, Oxidation Resistance +19

A general multi-source ensemble transfer learning framework integrate of LSTM-DANN and similarity metric for building energy prediction

Xi Fang, Guangcai Gong, Guannan Li et al. · Energy and Buildings · 2021 · 81 citations

Engineering, Machine Learning, Data Science +10