DocumentCode
2293272
Title
Research on PID control technique for chaotic ship steering based on dynamic chaos particle swarm optimization algorithm
Author
Huang, Qian ; Li, Tianwei ; Li, Zhengyou ; Hang, Yundong ; Yang, Shaoqing
Author_Institution
Dept. of Navig., Dalian Naval Acad., Dalian, China
fYear
2012
fDate
6-8 July 2012
Firstpage
1639
Lastpage
1643
Abstract
For the difficulty of tuning the PID controller parameter to control a complex chaotic system, in order to overcome the shortage of basic particle swarm optimization, this paper improves the inertia weight and introduces the uncontrolled chaotic system into the PSO algorithm, proposes the improved dynamic chaos particle swarm optimization algorithm. This paper applies the algorithm to the chaos PID controller parameter optimization and takes a simulation study on the PID control method for the chaotic ship steering control, the results show that the controller parameter optimized by the proposed method can quickly stabilize the chaotic system to fixed point, and the control effectiveness is demonstrated.
Keywords
nonlinear control systems; particle swarm optimisation; position control; ships; steering systems; three-term control; PID control technique; chaotic ship steering control; complex chaotic system; dynamic chaos; inertia weight; particle swarm optimization; Chaos; Heuristic algorithms; Marine vehicles; Mathematical model; PD control; Particle swarm optimization; Dynamic chaos particle swarm; PID control; chaotic control; chaotic ship steering; inertia weight factor;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation (WCICA), 2012 10th World Congress on
Conference_Location
Beijing
Print_ISBN
978-1-4673-1397-1
Type
conf
DOI
10.1109/WCICA.2012.6358140
Filename
6358140
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