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Evolutionary design and implementation of a hard disk drive servo control system

机译:硬盘伺服控制系统的进化设计与实现

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摘要

The ever increasing demand for higher storage capacity and smaller magnetic hard disk drives have driven the need of developing a high performance head positioning servo control system. To meet the challenge, this paper presents the design and real-time implementation of a robust two-degree-of-freedom servo system for physical 3.5-in. hard disk drive with single voice-coil-motor actuator using a multi-objective evolutionary algorithm toolbox. Besides the simplicity in controller structure, such an evolutionary servo control system is capable of meeting various performance specifications of hard disk drives in both the time and frequency domains. It is shown that the servo system optimally moves the magnetic head onto the desired track with minimal control effort, and keeps it on the track robustly against plant uncertainties or runout disturbances. Validation results of the evolutionary servo control system are compared with classical PID and RPT controllers, which show excellent closed-loop response and robustness in the face of practical perturbations in HDD.
机译:对更高的存储容量和更小的磁硬盘驱动器的不断增长的需求推动了对开发高性能磁头定位伺服控制系统的需求。为了应对这一挑战,本文介绍了用于3.5英寸物理系统的稳健的两自由度伺服系统的设计和实时实现。多目标进化算法工具箱的带有单个音圈电机致动器的硬盘驱动器。除了控制器结构简单之外,这种演进型伺服控制系统还能够在时域和频域上满足硬盘驱动器的各种性能规格。结果表明,伺服系统以最小的控制力就可以将磁头最佳地移动到所需的磁道上,并能可靠地将磁头保持在磁道上,以抵抗工厂的不确定性或跳动干扰。进化型伺服控制系统的验证结果与传统的PID和RPT控制器进行了比较,面对HDD的实际扰动,它们表现出出色的闭环响应和鲁棒性。

著录项

  • 来源
    《Soft Computing》 |2007年第2期|131-139|共9页
  • 作者单位

    Department of Electrical and Computer Engineering National University of Singapore 10 Kent Ridge Crescent Singapore 119260;

    Department of Electrical and Computer Engineering National University of Singapore 10 Kent Ridge Crescent Singapore 119260;

    Department of Electrical and Computer Engineering National University of Singapore 10 Kent Ridge Crescent Singapore 119260;

    Department of Electrical and Computer Engineering National University of Singapore 10 Kent Ridge Crescent Singapore 119260;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Servo systems; Intelligent control; Evolutionary algorithms;

    机译:伺服系统;智能控制;进化算法;

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