Title :
A Simplified Algorithm for Dynamic Matrix Control with PID Structure
Author :
Ren, Ping ; Chen, Guang-Yi ; Pei, Hai-Long
Author_Institution :
Coll. of Autom. Sci. & Eng., South China Univ. of Technol., Guangzhou
Abstract :
A dynamic matrix control with PID structure (PID-DMC) is derived by adding proportion, integral and differential structure to the conventional cost function. However the complicated inversion computation of higher dimensional matrix is involved in the PID-DMC and it restrains the on-line application. This paper is devoted to decreasing computational complexity by exploring its internal mechanism and puts forward a simplified algorithm, which softens the input signals by constraining the rolling optimization sequence of the controller. This simplified algorithm avoids complexities of calculating the matrix inversion and just needs to take the reciprocal of a number. The simulation results demonstrate the feasibility and effectiveness of this simplified algorithm.
Keywords :
computational complexity; matrix inversion; optimisation; predictive control; three-term control; PID structure; PID-DMC; complicated inversion computation; computational complexity; cost function; dynamic matrix control; higher dimensional matrix; matrix inversion; rolling optimization sequence; Automatic control; Automation; Cost function; Error correction; Heuristic algorithms; Pi control; Prediction algorithms; Predictive models; Proportional control; Three-term control; DMC; PID; Simplified Algorithm;
Conference_Titel :
Intelligent Computation Technology and Automation (ICICTA), 2008 International Conference on
Conference_Location :
Hunan
Print_ISBN :
978-0-7695-3357-5
DOI :
10.1109/ICICTA.2008.373