DocumentCode :
2824181
Title :
Design of Fractional Order Controller for a servohydraulic positioning system with micro Artificial Bee Colony algorithm
Author :
Rajasekhar, Anguluri ; Das, Swagatam ; Suganthan, P.N.
Author_Institution :
Dept. of Electr. & Electron. Eng., Nat. Inst. of Technol. - Warangal, Warangal, India
fYear :
2012
fDate :
10-15 June 2012
Firstpage :
1
Lastpage :
8
Abstract :
This paper deals with an interesting application of designing a Fractional Order Controller for a Servo hydraulic positioning system, to compensate the negative effects of fluid leakage across a faulty actuator piston seal. A novel micro artificial bee colony algorithm (μABC) has been proposed for designing this Fractional order Controller based on minimizing Integral Time Absolute Error (ITAE) criterion. As μABC requires a less number of bees, the solution is obtained much faster than that of basic Artificial Bee Colony (ABC) method. Simulations and comparisons of proposed method along with that of GA and an adaptive variant of ABC in terms of time domain indices indicate the superiority of μABC in designing the fractional controller for a much complex plant.
Keywords :
ant colony optimisation; artificial life; control system synthesis; hydraulic control equipment; integral equations; pistons; position control; seals (stoppers); servomechanisms; time-domain analysis; μABC method; ITAE criterion; faulty actuator piston seal; fluid leakage; fractional order controller design; integral time absolute error; microartificial bee colony algorithm; servohydraulic positioning system; time domain index; Actuators; Approximation methods; Mathematical model; Orifices; Pistons; Servomotors; Transfer functions; Artificial Bee colony Alogithm; Rechenberg´s rule; Servohydraulic positioning system;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Evolutionary Computation (CEC), 2012 IEEE Congress on
Conference_Location :
Brisbane, QLD
Print_ISBN :
978-1-4673-1510-4
Electronic_ISBN :
978-1-4673-1508-1
Type :
conf
DOI :
10.1109/CEC.2012.6256644
Filename :
6256644
Link To Document :
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