Constrained model predictive control: Stability and optimality

• Addressing Mixed-Integer Nonlinear Energy Management in Hybrid Vehicles: Comparing Genetic Algorithm and Sequential Quadratic Programming Within Model Predictive Control

  2026 Energies article Engineering Electric and Hybrid Vehicle Technologies Open access

  1

  citations
• Systematic framework for deep learning-based predictive injection control with Bayesian hyperparameter optimization for a hydrogen/diesel dual-fuel engine

  2025 Control Engineering Practice article Engineering Advanced Control Systems Optimization Open access cited by 1 patent

  14

  citations
• Flexible-Step MPC for Switched Linear Systems With No Quadratic Common Lyapunov Function

  2025 IEEE Transactions on Automatic Control article Engineering Advanced Control Systems Optimization

  1

  citations
• Flexible-step model predictive control based on generalized Lyapunov functions

  2025 Automatica article Engineering Advanced Control Systems Optimization

  4

  citations
• 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
• Model predictive control strategies using consensus-based optimization

  2024 Mathematical Control and Related Fields article Engineering Advanced Control Systems Optimization Open access

  0

  citations
• Synthesis of constrained robust feedback policies and model predictive control

  2024 European Control Conference (ECC) conference-paper Engineering Advanced Control Systems Optimization

  3

  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
• Relaxed Feasibility and Stability Criteria for Flexible-Step MPC

  2023 IEEE Control Systems Letters article Engineering Advanced Control Systems Optimization

  2

  citations
• Crowd Dynamics: Modeling and Control of Multiagent Systems

  2022 Annual Review of Control Robotics and Autonomous Systems review Engineering Evacuation and Crowd Dynamics Open access

  20

  citations
• Moment-Driven Predictive Control of Mean-Field Collective Dynamics

  2022 SIAM Journal on Control and Optimization article Engineering Advanced Control Systems Optimization Open access

  19

  citations
• Model-Based Reinforcement Learning

  2022 Springer eBooks book-chapter Computer Science Reinforcement Learning in Robotics

  2

  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
• 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

14 results