Concepedia

Model Predictive Building Control

Model Predictive Building Control is a model-based control strategy that distinguishes itself by iteratively optimizing building system operations over a finite time horizon using dynamic predictions of energy demand, environmental conditions, and occupancy patterns to minimize energy consumption while maintaining occupant comfort and operational constraints.

327

Publications

26.8K

Citations

880

Authors

314

Institutions

Publications per year

2017–2026

198

Variants

Model Predictive Control For Buildings

Parents

Publications

327

Use of model predictive control and weather forecasts for energy efficient building climate control

Frauke Oldewurtel, Alessandra Parisio, Colin N. Jones et al. · Energy and Buildings · 2011 · 1.2K citations · Full text

, , +17

All you need to know about model predictive control for buildings

Ján Drgoňa, Javier Arroyo, Iago Cupeiro Figueroa et al. · Annual Reviews in Control · 2020 · 873 citations · Full text

, , +17

Advanced control systems engineering for energy and comfort management in a building environment—A review

Anastasios I. Dounis, C. Caraiscos · Renewable and Sustainable Energy Reviews · 2008 · 838 citations

, , +16

Experimental analysis of model predictive control for an energy efficient building heating system

Ján Široký, Frauke Oldewurtel, Jiří Cigler et al. · Applied Energy · 2011 · 743 citations

, , +17

Model Predictive Control (MPC) for Enhancing Building and HVAC System Energy Efficiency: Problem Formulation, Applications and Opportunities

Gianluca Serale, Massimo Fiorentini, Alfonso Capozzoli et al. · Energies · 2018 · 608 citations · Full text

, , +17

1–5 of 327

Authors

880

  1. MM
    Manfred Morari

    ETH Zurich, Switzerland

    11 publications · 2.4K citations

    11

    h-index

  2. LH
    Lieve Helsen

    KU Leuven, Belgium

    9 publications · 1.9K citations

    9

    h-index

  3. CN
    Colin N. Jones

    École Polytechnique Fédérale de Lausanne, Switzerland

    8 publications · 1.9K citations

    8

    h-index

  4. GP
    Gregor P. Henze

    University of Colorado Boulder, United States

    8 publications · 756 citations

    8

    h-index

  5. AC
    Adrian Chong

    National University of Singapore, Singapore

    7 publications · 973 citations

    7

    h-index

1–5 of 880

Institutions

314

  1. ETH Zurich

    Zurich, Switzerland

    18 h-index

    64 publications

    12.1K citations

  2. KU Leuven

    Leuven, Belgium

    14 h-index

    31 publications

    7K citations

  3. École Polytechnique Fédérale de Lausanne

    Lausanne, Switzerland

    10 h-index

    19 publications

    3.8K citations

  4. National Laboratory of the Rockies

    Golden, United States

    9 h-index

    21 publications

    864 citations

  5. University of California, Berkeley

    Berkeley, United States

    9 h-index

    21 publications

    1.5K citations

  6. Lawrence Berkeley National Laboratory

    Berkeley, United States

    8 h-index

    22 publications

    4.8K citations

  7. Czech Technical University in Prague

    Prague, Czechia

    7 h-index

    24 publications

    3.7K citations

  8. Carnegie Mellon University

    Pittsburgh, United States

    7 h-index

    14 publications

    1.7K citations

1–8 of 314

Venues

  1. Energy and Buildings

    60 publications · 6.7K citations

    41

    h-index

  2. Applied Energy

    41 publications · 5.1K citations

    34

    h-index

  3. Building and Environment

    15 publications · 1.7K citations

    15

    h-index

  4. Energy

    12 publications · 742 citations

    12

    h-index

  5. Journal of Building Performance Simulation

    10 publications · 592 citations

    10

    h-index

1–5