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 :
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