Effective Use of MPC for Dynamic Decoupling of MIMO Systems

  • Pavel Dworak
  • Jitendra Kumar Goyal
  • Shubham Aggarwal
  • Sandip Ghosh
Keywords: Dynamic decoupling, Model Predictive Controller, Proportional-Integral-Derivative Controller, Multiple Input Multiple Output, Tuning methods.

Abstract

The article analyses possible ways of using predictive controllers to perform control tasks and dynamic decoupling for dynamic systems with Multiple Inputs and Multiple Outputs (MIMO). The results of experiments on the selected reference plant are presented, showing the effectiveness of individual decoupling methods. These are also compared to those obtained in typical control systems with Proportional-Integral-Derivative (PID) controllers. Recommendations are made on how to tune model predictive controllers (MPC) for their effective use for MIMO plants.

DOI: 10.5755/j01.eie.25.2.23195

Published
2019-04-17
Section
AUTOMATION, ROBOTICS