DocumentCode
3099691
Title
Improved self-tuning PID control based on pattern recognition
Author
Su, Chengli ; Zhang, Guanghui ; Liu, Bin
Author_Institution
Sch. of Inf. & Control Eng., Liaoning Shihua Univ., Fushun, China
Volume
2
fYear
2010
fDate
18-19 Oct. 2010
Abstract
To solve the shortcomings of traditional PID controller in dealing with disturbance rejection and robustness a new self-tuning PID-based algorithm for pattern recognition is proposed. In the algorithm, the parameter tuning rules of the PID controller are innovated, and the specific formula for setting the rules is put forward. In order to achieve the water tank level control algorithm in the application of laboratory, using OPC technology to achieve the MATLAB software and data configuration software MCGS real-time interaction. Experimental results show that the given tuning rules in MATLAB simulation and tank level control applications take the effect of good tuning. The control performance of the proposed self-tuning PID control method is superior to that of traditional PID method.
Keywords
configuration management; direct digital control; level control; pattern recognition; robust control; self-adjusting systems; tanks (containers); three-term control; water storage; DDC control; MATLAB; MCGS; OPC technology; data configuration software; disturbance rejection; pattern recognition; robustness algorithm; self-tuning PID control; water tank level control; MATLAB; Process control; DDC control; expert setting rules; pattern recognition; self-tuning PID;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Networking and Automation (ICINA), 2010 International Conference on
Conference_Location
Kunming
Print_ISBN
978-1-4244-8104-0
Electronic_ISBN
978-1-4244-8106-4
Type
conf
DOI
10.1109/ICINA.2010.5636489
Filename
5636489
Link To Document