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ITAE-optimal PI controller based on Genetic Algorithm for low-order process with large time delays

Authors :
Jia Luo
Fengping Pan
Yali Xue
Hong Kai Liao
Source :
ICAC
Publication Year :
2014
Publisher :
IEEE, 2014.

Abstract

For low order process with large time delay, a kind of optimal PI controller tuning method is proposed based on generalized Hermite-Biehler theorem and Genetic Algorithm. Firstly, the calculation method of parameter stable region of PI controller that can stabilize a low order process with time delay is proposed by using the generalized Hermite-Biehler theorem. Then the optimum PI controller parameters are obtained within this region based on ITAE criterion and genetic algorithm. A PI controller tuning formula is finally obtained by nonlinear fitting of optimization results, which has the capability to cover the low order process with normalized time delays up to 100. Monte-Carlo stochastic experiment on robust performance indicates that the proposed PI controller tuning method has good performance robustness when parameter uncertainty occurs compared with other four PI tuning methods.

Details

Database :
OpenAIRE
Journal :
2014 20th International Conference on Automation and Computing
Accession number :
edsair.doi...........607c2c0cd7384200f0f52f751a17e8fe