Concepedia

Control-oriented Building Modeling

Control-Oriented Building Modeling is a computational modeling approach that belongs to the class of building energy modeling techniques and is distinguished by its explicit emphasis on capturing dynamic system behaviors and simplifying physical representations to enable real-time, predictive, and feedback-based control applications in building automation.

45

Publications

2.1K

Citations

138

Authors

63

Institutions

Publications per year

2017–2026

20

Parents

Publications

45

Gray-box modeling and validation of residential HVAC system for control system design

Abdul Afram, Farrokh Janabi‐Sharifi · Applied Energy · 2014 · 193 citations

, , +15

Physics informed neural networks for control oriented thermal modeling of buildings

Gargya Gokhale, Bert Claessens, Chris Develder · Applied Energy · 2022 · 176 citations · Full text

, , +14

Data requirements and performance evaluation of model predictive control in buildings: A modeling perspective

Sicheng Zhan, Adrian Chong · Renewable and Sustainable Energy Reviews · 2021 · 134 citations

, , +17

Energy modelling and control of building heating and cooling systems with data-driven and hybrid models—A review

Yasaman Balali, Adrian Chong, Andrew Busch et al. · Renewable and Sustainable Energy Reviews · 2023 · 133 citations · Full text

, , +17

BRCM Matlab Toolbox: Model generation for model predictive building control

David Sturzenegger, Dimitrios Gyalistras, Vito Semeraro et al. · 2014 · 120 citations · Full text

, , +15

1–5 of 45

Authors

138

  1. RM
    Rahul Mangharam

    University of Pennsylvania, United States

    3 publications · 133 citations

    3

    h-index

  2. JA
    José A. Candanedo

    Natural Resources Canada, Canada

    3 publications · 74 citations

    3

    h-index

  3. AM
    Ardeshir Mahdavi

    TU Wien, Austria

    3 publications · 74 citations

    3

    h-index

  4. MM
    Manfred Morari

    ETH Zurich, Switzerland

    3 publications · 256 citations

    3

    h-index

  5. AJ
    Achin Jain

    University of Pennsylvania, United States

    3 publications · 133 citations

    3

    h-index

1–5 of 138

Institutions

63

  1. National University of Singapore

    Singapore, Singapore

    4 h-index

    9 publications

    474 citations

  2. Pacific Northwest National Laboratory

    Richland, United States

    3 h-index

    6 publications

    147 citations

  3. KU Leuven

    Leuven, Belgium

    3 h-index

    4 publications

    175 citations

  4. University of Pennsylvania

    Philadelphia, United States

    3 h-index

    8 publications

    385 citations

  5. TU Wien

    Vienna, Austria

    2 h-index

    7 publications

    161 citations

  6. ETH Zurich

    Zurich, Switzerland

    2 h-index

    9 publications

    792 citations

  7. Concordia University

    Montreal, Canada

    2 h-index

    7 publications

    285 citations

  8. Technical University of Munich

    Munich, Germany

    2 h-index

    2 publications

    34 citations

1–8 of 63

Venues

  1. Automation in Construction

    5 publications · 202 citations

    5

    h-index

  2. Applied Energy

    5 publications · 467 citations

    4

    h-index

  3. Building and Environment

    4 publications · 86 citations

    4

    h-index

  4. Energy and Buildings

    3 publications · 63 citations

    3

    h-index

  5. Journal of Building Performance Simulation

    3 publications · 107 citations

    3

    h-index

1–5