Model predictive control: Theory and practice—A survey

• Reduced basis model predictive control for semilinear parabolic partial differential equations

  2025 Optimization methods & software article Engineering Advanced Control Systems Optimization Open access

  0

  citations
• Reservoir operations under uncertainty with moving-horizon approach and ensemble forecast optimization

  2023 Journal of Applied Water Engineering and Research article Engineering Water resources management and optimization Open access

  8

  citations
• A comparison of the homotopy method with linearisation approaches for a non-linear optimization problem of operations in a reservoir cascade

  2023 Energy Systems article Engineering Water resources management and optimization Open access

  10

  citations
• Reduced order model predictive control for parametrized parabolic partial differential equations

  2023 Applied Mathematics and Computation article Engineering Advanced Control Systems Optimization

  8

  citations
• High-accuracy model-based reinforcement learning, a survey

  2023 Artificial Intelligence Review article Computer Science Reinforcement Learning in Robotics Open access

  46

  citations
• Hierarchical model predictive vibration control for high‐rise structures using semi‐active tuned liquid column damper

  2022 Structural Control and Health Monitoring article Engineering Vibration Control and Rheological Fluids Open access

  17

  citations
• Model-Based Reinforcement Learning

  2022 Springer eBooks book-chapter Computer Science Reinforcement Learning in Robotics cited by 1 patent

  2

  citations
• Dynamic optimization and nonlinear model predictive control of a semi-batch epoxidation process

  2021 Journal of Process Control article Engineering Advanced Control Systems Optimization Open access

  5

  citations
• Review on model predictive control: an engineering perspective

  2021 The International Journal of Advanced Manufacturing Technology article Engineering Advanced Control Systems Optimization Open access

  1,142

  citations
• Multi-Objective Optimization of a Path-following MPC for Vehicle Guidance: A Bayesian Optimization Approach

  2021 European Control Conference (ECC) conference-paper Engineering Vehicle Dynamics and Control Systems Open access cited by 1 patent

  20

  citations
• Improving Build Quality in Laser Powder Bed Fusion Using High Dynamic Range Imaging and Model-Based Reinforcement Learning

  2021 IEEE Access article Engineering Additive Manufacturing Materials and Processes Open access

  72

  citations
• On modelling effects in the battery and thermal storage scheduling problem

  2020 Journal of Building Performance Simulation article Engineering Integrated Energy Systems Optimization Open access

  5

  citations
• Application of two promising Reinforcement Learning algorithms for load shifting in a cooling supply system

  2020 Energy and Buildings article Engineering Building Energy and Comfort Optimization

  66

  citations
• Online learning with stability guarantees: A memory-based warm starting for real-time MPC

  2020 Automatica article Engineering Advanced Control Systems Optimization Open access

  20

  citations
• Study on weld seam geometry control for connected gas metal arc welding systems

  2020 International Conference on Ubiquitous Robots (UR) conference-paper Engineering Welding Techniques and Residual Stresses

  5

  citations

15 results