PI controller design based on genetic algorithm and parameter space

In this paper, the PI controller design is presented based on the genetic algorithm. In order to obtain the stability boundary of PI control systems in parameter space, the Tan's method is adopted here. In addition, the genetic algorithm (GA) is applied to fulfill the specifications of integral...

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Bibliographic Details
Main Authors: Shan-Chang Hsieh, Guan-Yan Chen, Jau-Woei Perng, Der-Min Tsai
Format: Conference Proceeding
Language:English
Subjects:
Aerospace control
Aerospace electronics
Educational institutions
Genetic algorithms
Mathematical model
PI control
Process control
Robustness
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Summary:In this paper, the PI controller design is presented based on the genetic algorithm. In order to obtain the stability boundary of PI control systems in parameter space, the Tan's method is adopted here. In addition, the genetic algorithm (GA) is applied to fulfill the specifications of integral absolute error (IAE). The proposed method applies on a wind power system and a boiler steam drum process control system. Computer simulations show the effectiveness of the proposed method. The result of the proposed method gets better performance of a boiler steam drum process control system.
ISSN:2377-5823
DOI:10.1109/iFuzzy.2013.6825452