DocumentCode :
3758684
Title :
Study of the fractional order proportional integral controller for PMSM based on differential evolution algorithm
Author :
Weijia Zheng;Xiaohong Wang;Youguo Pi
Author_Institution :
College of Automation Science and Engineering, South China University of Technology, Guangzhou, China
fYear :
2015
Firstpage :
201
Lastpage :
205
Abstract :
A tuning method of the fractional order proportional integral speed controller for a permanent magnet synchronous motor is proposed, combing the robustness specification and intelligent optimization algorithm. Taking the integral of time and absolute error as the optimization criterion, differential evolution algorithm is applied to search the optimal controller parameters. The dynamic performance and robustness of the obtained optimal fractional order proportional integral controller are verified by motor speed-tracking simulations on software platform. Simulation results show that the designed fractional order proportional integral controller can not only achieve the optimal dynamic performance but also ensure the robustness to gain variations.
Keywords :
"Frequency control","Robustness","Heuristic algorithms","Control systems","Sociology","Statistics","Optimization"
Publisher :
ieee
Conference_Titel :
Advanced Information Technology, Electronic and Automation Control Conference (IAEAC), 2015 IEEE
Print_ISBN :
978-1-4799-1979-6
Type :
conf
DOI :
10.1109/IAEAC.2015.7428547
Filename :
7428547
Link To Document :
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