Title :
Evaluation of constrained multivariable EPSAC Predictive Control Methodologies
Author :
Medina, Roberto ; Hernandez, A. ; Ionescu, Clara ; De Keyser, Robin
Author_Institution :
Dept. of Electr. energy, Ghent Univ., Ghent, Belgium
Abstract :
This paper investigates the performance of two Multivariable Model Predictive Control (MPC) strategies: selfish and solidary. These strategies are based on the main ideas developed in the EPSAC (Extended Prediction Self-Adaptive Control) approach to MPC. A two degree of freedom (2DOF) helicopter simulation has been chosen to illustrate these concepts, as it represents a complicated and challenging problem due to strong intercoupling effects, non-linear dynamics and uncertainties in the system model. The performance obtained with a Linear Quadratic Regulator (LQR) is also included as a reference to the performance of the multivariable MPC strategies. In this contribution, the performance of these multivariable MPC strategies is analyzed, providing more insight about the behavior of these controllers.
Keywords :
linear quadratic control; multivariable control systems; predictive control; 2 DOF helicopter simulation; LQR; constrained multivariable EPSAC predictive control methodologies; controller behavior; degrees-of-freedom; extended prediction self-adaptive control; linear quadratic regulator; multivariable MPC strategies; multivariable model predictive control; selfish MPC strategy; solidary MPC strategy; Helicopters; MIMO; Mathematical model; Optimal control; Predictive control; Predictive models;
Conference_Titel :
Control Conference (ECC), 2013 European