Title :
Adaptive time optimal control of a disk drive actuator
Author :
Weerasooriya, Sin ; Low, Teck Seng ; Huang, Yu Hong
Author_Institution :
Magnetics Technol. Center, Nat. Univ. of Singapore, Singapore
fDate :
11/1/1994 12:00:00 AM
Abstract :
This paper presents the design of an adaptive time optimal controller for a disk drive actuator. Controller adaptation is used to achieve time optimal seek performance on individual drives with different plant parameters. Implicit model identification is done through the use of overshoots of pre-determined seeks. Adaptation is facilitated through a small, off-line trained, neural network. Adaptive controller maintains time optimal seek performance without compromising tracking accuracy. The algorithm can be easily incorporated into the existing servo system of a disk drive. Comparisons with a fixed parameter PTOS controller indicate the faster access of the proposed control scheme
Keywords :
adaptive control; electric actuators; identification; magnetic disc storage; neurocontrollers; servomechanisms; time optimal control; adaptive time optimal control; disk drive actuator; implicit model identification; neural network; plant parameters; servo system; time optimal seek performance; tracking accuracy; Acceleration; Actuators; Adaptive control; Disk drives; Hardware; Magnetic heads; Neural networks; Optimal control; Programmable control; Servomechanisms;
Journal_Title :
Magnetics, IEEE Transactions on