DocumentCode
3256452
Title
Optimal PID controller for high-speed rail pantograph system with notch filter
Author
Gaing, Zwe-Lee ; Chang, Rung-Fang
Author_Institution
Electr. Eng. Dept., Kao Yuan Univ., Kaohsiung, Taiwan
fYear
2009
fDate
23-26 Jan. 2009
Firstpage
1
Lastpage
6
Abstract
The pantograph device must exert enough upward force to maintain sliding contact with the catenary at all times to avoid loss of contact due to excessive transient motion. This paper presented a global-oriented particle swarm optimization (GPSO) technique with Cauchy mutation for tuning the optimal control gains of PID controller in a high-speed rail pantograph device with notch filter. The proposed method used the global-oriented mechanism to enhance the computation efficiency of traditional PSO algorithm and used a Cauchy operator for escaping local minima. To verify the advantage of the proposed GPSO-PID controller, a refined integrated time weighted squared error (RITSE) performance criterion was employed and a pantograph system with notch filter was tested. The results showed that the proposed method was indeed adaptive and robust in quick search of the PID controller parameters. The GPSO-PID controller can decrease rapidly the contact force variation between the pantograph and the catenary.
Keywords
notch filters; optimal control; pantographs; particle swarm optimisation; railways; robust control; three-term control; Cauchy mutation; GPSO-PID controller; PSO algorithm; contact force variation; global-oriented particle swarm optimization; high-speed rail pantograph system; notch filter; optimal PID controller; refined integrated time weighted squared error; transient motion; Control systems; Error correction; Filters; Genetic mutations; Optimal control; Particle swarm optimization; Programmable control; Rails; System testing; Three-term control; Cauchy Operator; Differential Evolution; Notch Filter; PID Controller; Pantograph; Particle Swarm Optimization;
fLanguage
English
Publisher
ieee
Conference_Titel
TENCON 2009 - 2009 IEEE Region 10 Conference
Conference_Location
Singapore
Print_ISBN
978-1-4244-4546-2
Electronic_ISBN
978-1-4244-4547-9
Type
conf
DOI
10.1109/TENCON.2009.5396061
Filename
5396061
Link To Document