Concepedia

Model Predictive Control Simulation

Model Predictive Control Simulation is a computational framework within electric vehicle simulation that employs predictive models to optimize control actions over a receding time horizon, distinguishing itself by iteratively solving constrained optimization problems to simulate real-time decision-making in dynamic driving environments.

314

Publications

13K

Citations

994

Authors

365

Institutions

Publications per year

2017–2026

130

Parents

Publications

314

Cautious Model Predictive Control Using Gaussian Process Regression

IEEE Transactions on Control Systems Technology · 2019 · 512 citations · Full text

, , +15

Cautious Model Predictive Control Using Gaussian Process Regression

Lukas Hewing, Juraj Kabzan, Melanie N. Zeilinger · Repository for Publications and Research Data (ETH Zurich) · 2020 · 496 citations · Full text

, , +15

Model Predictive Control of Vehicles on Urban Roads for Improved Fuel Economy

Md Abdus Samad Kamal, Masakazu Mukai, Junichi Murata et al. · IEEE Transactions on Control Systems Technology · 2012 · 446 citations

, , +15

Model Predictive Path Integral Control: From Theory to Parallel Computation

Grady Williams, Andrew Aldrich, Evangelos A. Theodorou · Journal of Guidance Control and Dynamics · 2017 · 317 citations

, , +16

Stochastic Model Predictive Control for Building HVAC Systems: Complexity and Conservatism

Yudong Ma, Jadranko Matuško, Francesco Borrelli · IEEE Transactions on Control Systems Technology · 2014 · 238 citations

, , +17

1–5 of 314

Authors

994

  1. TA
    Tor Arne Johansen

    Norwegian University of Science and Technology, Norway

    8 publications · 244 citations

    8

    h-index

  2. JR
    José Rodríguez

    Federico Santa María Technical University, Chile

    6 publications · 322 citations

    6

    h-index

  3. FB
    Francesco Borrelli

    University of California, Berkeley, United States

    5 publications · 394 citations

    5

    h-index

  4. DE
    Daniel E. Rivera

    Arizona State University, United States

    4 publications · 96 citations

    4

    h-index

  5. BD
    Bart De Schutter

    Delft University of Technology, Netherlands

    4 publications · 141 citations

    4

    h-index

1–5 of 994

Institutions

365

  1. Norwegian University of Science and Technology

    Trondheim, Norway

    11 h-index

    27 publications

    925 citations

  2. Delft University of Technology

    Delft, The Netherlands

    9 h-index

    17 publications

    659 citations

  3. Nanyang Technological University

    Singapore, Singapore

    7 h-index

    18 publications

    941 citations

  4. ETH Zurich

    Zurich, Switzerland

    7 h-index

    21 publications

    3.7K citations

  5. Federico Santa María Technical University

    Valparaíso, Chile

    7 h-index

    7 publications

    328 citations

  6. University of California, Berkeley

    Berkeley, United States

    6 h-index

    16 publications

    972 citations

  7. Universidad Andrés Bello

    Santiago, Chile

    5 h-index

    8 publications

    360 citations

  8. University of Technology Sydney

    Sydney, Australia

    5 h-index

    10 publications

    273 citations

1–8 of 365

Venues

  1. IFAC-PapersOnLine

    17 publications · 347 citations

    13

    h-index

  2. IEEE Transactions on Industrial Electronics

    8 publications · 816 citations

    8

    h-index

  3. IEEE Transactions on Control Systems Technology

    7 publications · 1.5K citations

    7

    h-index

  4. Energies

    5 publications · 144 citations

    5

    h-index

  5. IEEE Access

    4 publications · 137 citations

    4

    h-index

1–5