Arno Schlüter

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

Do energy performance certificates allow reliable predictions of actual energy consumption and savings? Learning from the Swiss national database

Stefano Cozza, Jonathan Chambers, Chirag Deb et al. · Energy and Buildings · 2020 · 85 citations · Full text