Concepedia

Model Predictive Thermal Control

Model Predictive Thermal Control is a model-based control strategy within battery thermal management that, as a predictive regulation method, utilizes dynamic models and real-time state estimation to optimize cooling or heating inputs over a receding horizon while adhering to system constraints and performance objectives.

301

Publications

14.2K

Citations

940

Authors

338

Institutions

Publications per year

2017–2026

165

Parents

Publications

301

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

Predictive controllers for thermal comfort optimization and energy savings

Roberto Zanetti Freire, Gustavo H. C. Oliveira, Nathan Mendes · Energy and Buildings · 2008 · 358 citations

, , +16

Reducing Transient and Steady State Electricity Consumption in HVAC Using Learning-Based Model-Predictive Control

Anil Aswani, Neal Master, Jay Taneja et al. · Proceedings of the IEEE · 2011 · 288 citations

, , +17

A real-time model predictive control for building heating and cooling systems based on the occupancy behavior pattern detection and local weather forecasting

Bing Dong, Khee Poh Lam · Building Simulation · 2013 · 257 citations

, , +16

Optimal temperature control of intermittently heated buildings using Model Predictive Control: Part I – Building modeling

Ion Hazyuk, Christian Ghiaus, David Penhouet · Building and Environment · 2011 · 235 citations

, , +14

1–5 of 301

Authors

940

  1. AG
    Andrew G. Alleyne

    University of Illinois Urbana-Champaign, United States

    6 publications · 171 citations

    6

    h-index

  2. JS
    Jing Sun

    University of Michigan, United States

    6 publications · 422 citations

    6

    h-index

  3. QH
    Qiuhao Hu

    University of Michigan, United States

    5 publications · 182 citations

    5

    h-index

  4. IK
    Ilya Kolmanovsky

    University of Michigan, United States

    5 publications · 314 citations

    5

    h-index

  5. EF
    Eduardo F. Camacho

    Universidad de Sevilla, Spain

    5 publications · 139 citations

    5

    h-index

1–5 of 940

Institutions

338

  1. Shanghai Jiao Tong University

    Shanghai, China

    8 h-index

    16 publications

    588 citations

  2. Nanyang Technological University

    Singapore, Singapore

    8 h-index

    22 publications

    744 citations

  3. University of Michigan

    Ann Arbor, United States

    7 h-index

    26 publications

    1.7K citations

  4. University of Illinois Urbana-Champaign

    Urbana, United States

    6 h-index

    12 publications

    324 citations

  5. Aalborg University

    Aalborg, Denmark

    6 h-index

    13 publications

    368 citations

  6. Technical University of Denmark

    Kongens Lyngby, Denmark

    6 h-index

    14 publications

    706 citations

  7. Universidad de Sevilla

    Seville, Spain

    5 h-index

    17 publications

    449 citations

  8. Cornell University

    Ithaca, United States

    5 h-index

    12 publications

    999 citations

1–8 of 338

Venues

  1. Energy and Buildings

    23 publications · 1.6K citations

    21

    h-index

  2. Energy

    18 publications · 735 citations

    18

    h-index

  3. Applied Energy

    18 publications · 1.4K citations

    16

    h-index

  4. IEEE Transactions on Control Systems Technology

    13 publications · 680 citations

    12

    h-index

  5. Applied Thermal Engineering

    9 publications · 396 citations

    9

    h-index

1–5