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Stochastic occupancy-integrated MPC for multi-objective optimal built environment control

Hanbei Zhang Christian Ankerstjerne Thilker Fu Xiao Henrik Madsen Rongling Li Tianyou Ma Kan Xu

建筑模拟(英文版)2025,Vol.18Issue(8):1963-1999,37.
建筑模拟(英文版)2025,Vol.18Issue(8):1963-1999,37.DOI:10.1007/s12273-025-1300-4

Stochastic occupancy-integrated MPC for multi-objective optimal built environment control

Stochastic occupancy-integrated MPC for multi-objective optimal built environment control

Hanbei Zhang 1Christian Ankerstjerne Thilker 2Fu Xiao 3Henrik Madsen 2Rongling Li 4Tianyou Ma 5Kan Xu5

作者信息

  • 1. Department of Building Environment and Energy Engineering,The Hong Kong Polytechnic University,Kowloon,Hong Kong,China||Department of Applied Mathematics and Computer Science,Technical University of Denmark,Kongens Lyngby,Denmark||Department of Civil and Mechanical Engineering,Technical University of Denmark,Kongens Lyngby,Denmark
  • 2. Department of Applied Mathematics and Computer Science,Technical University of Denmark,Kongens Lyngby,Denmark
  • 3. Department of Building Environment and Energy Engineering,The Hong Kong Polytechnic University,Kowloon,Hong Kong,China||Research Institute for Smart Energy,The Hong Kong Polytechnic University,Kowloon,Hong Kong,China
  • 4. Department of Civil and Mechanical Engineering,Technical University of Denmark,Kongens Lyngby,Denmark
  • 5. Department of Building Environment and Energy Engineering,The Hong Kong Polytechnic University,Kowloon,Hong Kong,China
  • 折叠

摘要

关键词

model predictive control/multi-objective optimization/stochastic occupancy prediction/inhomogeneous Markov chains/built environment control/TRNSYS simulation

Key words

model predictive control/multi-objective optimization/stochastic occupancy prediction/inhomogeneous Markov chains/built environment control/TRNSYS simulation

引用本文复制引用

Hanbei Zhang,Christian Ankerstjerne Thilker,Fu Xiao,Henrik Madsen,Rongling Li,Tianyou Ma,Kan Xu..Stochastic occupancy-integrated MPC for multi-objective optimal built environment control[J].建筑模拟(英文版),2025,18(8):1963-1999,37.

基金项目

The authors gratefully acknowledge the support of this research by the Research Grants Council(15220323)of the Hong Kong SAR,China,and the Innovation Fund Denmark to SEM4Cities(IFD No.0143-0004)and RePUP(IFD No.2079-00030B),as well as the ARV project(EU H2020 101036723). (15220323)

建筑模拟(英文版)

1996-3599

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