Yuzhen Peng

Using machine learning techniques for occupancy-prediction-based cooling control in office buildings

Yuzhen Peng, Adam Rysanek, Zoltán Nagy et al. · Applied Energy · 2017 · 316 citations

Built Environment, Office Buildings, Engineering +10

Modeling occupant behavior in buildings

Salvatore Carlucci, Marilena De Simone, Steven K. Firth et al. · Building and Environment · 2020 · 194 citations · Full text

Built Environment, Building Performance, Building Science +2

Temperature-preference learning with neural networks for occupant-centric building indoor climate controls

Yuzhen Peng, Zoltán Nagy, Arno Schlüter · Building and Environment · 2019 · 127 citations

Built Environment, Engineering, Machine Learning +7

Occupancy learning-based demand-driven cooling control for office spaces

Yuzhen Peng, Adam Rysanek, Zoltán Nagy et al. · Building and Environment · 2017 · 106 citations

Built Environment, Engineering, Energy Efficiency +4

A practical deep reinforcement learning framework for multivariate occupant-centric control in buildings

Yue Lei, Sicheng Zhan, Eikichi Ono et al. · Applied Energy · 2022 · 92 citations

Artificial Intelligence, Engineering, Deep Reinforcement Learning +7