Occupant behavior impact in buildings and the artificial intelligence-based techniques and data-driven approach solutions

Ten questions concerning occupant behavior in buildings: The big picture

Tianzhen Hong, Da Yan, Simona D’Oca et al. · Building and Environment · 2016 · 524 citations · Full text

Built Environment, Building Performance, Behavioral Sciences +5

IEA EBC Annex 66: Definition and simulation of occupant behavior in buildings

Da Yan, Tianzhen Hong, Bing Dong et al. · Energy and Buildings · 2017 · 474 citations · Full text

Built Environment, Building Performance, Architectural Engineering +6

Personal comfort models: Predicting individuals' thermal preference using occupant heating and cooling behavior and machine learning

Joyce Kim, Yuxun Zhou, Stefano Schiavon et al. · Building and Environment · 2017 · 438 citations

Engineering, Machine Learning, Data Science +12

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

Occupant behavior in building energy simulation: Towards a fit-for-purpose modeling strategy

Isabella Gaetani, Pieter-Jan Hoes, Jlm Jan Hensen · Energy and Buildings · 2016 · 298 citations · Full text

Built Environment, Fit-for-purpose Modeling Strategy, Energy Modeling +12