Title :
Differential Search Algorithm Based Design of Fractional Order PID Controller for Hard Disk Drive Read/Write System
Author :
Rajasekhar, Anguluri ; Pant, Millie ; Abraham, Ajith
Author_Institution :
Dept. of Electr. Eng., Nat. Inst. of Technol., Warangal, India
Abstract :
This paper suggests a novel intelligent closed loop control strategy based on fractional order (FO) PID controller for head positioning servo control system. The design of FOPID controller has been formulated as a single objective optimization framework using time domain optimality criterion and is carried out with help of Differential Search (DS) algorithm. In order to digitally realize FOPID controller, an Oust Loup 5th order approximation has been used. It is shown that the servo system optimally moves the reader head on to the desired track when actuated with FOPID controller than a normal PID controller. Validation results of DS algorithm tuned FOPID controller are compared with PID controller, which shows the superior closed-loop response and robustness of the proposed approach.
Keywords :
approximation theory; closed loop systems; control system synthesis; disc drives; hard discs; intelligent control; optimisation; position control; robust control; search problems; three-term control; DS algorithm; FOPID controller design; Oustaloup 5th-order approximation; differential search algorithm; fractional-order PID controller design; hard disk drive read/write system; head positioning servo control system; intelligent closed loop control strategy; reader head; robustness; single-objective optimization framework; time domain optimality criterion; Equations; Hard disks; Linear programming; Magnetic heads; Mathematical model; Optimization; Transfer functions; Disk drive; Global optimization; Intelligent Control; Swarm Intelligence;
Conference_Titel :
Systems, Man, and Cybernetics (SMC), 2013 IEEE International Conference on
Conference_Location :
Manchester
DOI :
10.1109/SMC.2013.346