Journal of the Korean Society of Manufacturing Process Engineers (한국기계가공학회지)

The Korean Society of Manufacturing Process Engineers (한국기계가공학회)
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An Optimal Approach to Auto-tuning of Multiple Parameters for High-Precision Servo Control Systems

고정밀 서보 제어를 위한 다매개변수 자동 조정 방법

  • Received : 2022.05.27
  • Accepted : 2022.06.12
  • Published : 2022.07.31
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Abstract

Design of a controller for a high-precision servo control system has been a popular topic while finding optimal parameters for multiple controllers is still a challenging subject. In this paper, we propose a practical scheme to optimize multi-parameters for the robust servo controller design by introducing a new cost function and optimization scheme. The proposed design method provides a simple and practical tool for the systematic servo design to reduce the control error with guaranteeing robust stability of the overall system. The reduction of the position error by 24% along with a faster convergence rate is demonstrated using a typical hard disk drive servo controller with 41 parameters.

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References

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