DocumentCode
477487
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
Volume
1
fYear
2008
fDate
20-22 Oct. 2008
Firstpage
279
Lastpage
283
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Computation Technology and Automation (ICICTA), 2008 International Conference on
Conference_Location
Hunan
Print_ISBN
978-0-7695-3357-5
Type
conf
DOI
10.1109/ICICTA.2008.373
Filename
4659489
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