Title :
Performance analysis on dynamic matrix controller with single prediction strategy
Author :
Yutao Chen ; Shaoyuan Li ; Ning Li
Author_Institution :
Dept. of Autom., Shanghai Jiao Tong Univ., Shanghai, China
Abstract :
The property of single prediction predictive control in the form of dynamic matrix control is studied within internal model control framework. The sensitivity function and integral squared error are used as performance evaluation criteria in the frequency and time domain respectively, to quantitatively analyze single prediction strategy, especially on controller with the prediction and control horizon P = M = 1. We present the correlation between system performance and model mismatch in this case. The performance limitation for tracking unit step signal is obtained through derivation and simulation.
Keywords :
MIMO systems; frequency-domain analysis; predictive control; sensitivity analysis; time-domain analysis; dynamic matrix controller; frequency domain; integral squared error; internal model control framework; performance evaluation criteria; sensitivity function; single prediction predictive control; time domain; Bandwidth; Control systems; Frequency-domain analysis; Robustness; Sensitivity; System performance; Time-domain analysis; Dynamic Matrix Control; Internal Model Control; Performance Limitation; Sensitivity Function; Single Prediction Strategy;
Conference_Titel :
Intelligent Control and Automation (WCICA), 2014 11th World Congress on
DOI :
10.1109/WCICA.2014.7052975