Efficient Numerical Methods for Nonlinear MPC and Moving Horizon Estimation

• 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

  2

  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
• Introducing a Deep Neural Network-Based Model Predictive Control Framework for Rapid Controller Implementation

  2024 Proceedings of the ... American Control Conference/Proceedings of the American Control Conference conference-paper Engineering Advanced Control Systems Optimization Open access

  14

  citations
• Practical Application of Model Predictive Zonal Temperature Estimation and Control for Vehicle Cabins

  2024 IEEE Transactions on Control Systems Technology article Engineering Advanced Control Systems Optimization

  1

  citations
• Nonlinear model predictive control of a radiative heating process with movable radiators

  2022 International Journal of Robust and Nonlinear Control article Engineering Advanced Control Systems Optimization Open access

  2

  citations
• Massflow and vent temperature management for zonal air temperature control and disturbance rejection in vehicle cabins

  2022 IEEE Conference on Control Technology and Applications (CCTA) conference-paper Engineering Building Energy and Comfort Optimization

  3

  citations
• Hierarchical model-based control of semi-active tuned liquid column dampers with variable geometry and liquid volume

  2022 IEEE Conference on Control Technology and Applications (CCTA) conference-paper Engineering Vibration Control and Rheological Fluids

  0

  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
• Moving horizon estimator for vibration control of high-rising structures

  2021 IEEE/ASME International Conference on Advanced Intelligent Mechatronics conference-paper Engineering Vibration Control and Rheological Fluids

  2

  citations
• Nonlinear Model Predictive Control of Mild Hybrid Powertrains With Electric Supercharging

  2021 IEEE Transactions on Vehicular Technology article Engineering Electric and Hybrid Vehicle Technologies cited by 2 patents

  6

  citations
• Accelerating nonlinear model predictive control through machine learning

  2020 Journal of Process Control article Engineering Advanced Control Systems Optimization Open access

  50

  citations

11 results