基于协同优化的串级反馈控制系统高效自主参数设计

Eitaro Kuroda, Hiroaki Noda, Y. Maeda, M. Iwasaki
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引用次数: 0

摘要

在工业伺服系统中,串级反馈控制系统被广泛用于高速、高精度的定位控制。通常,由于多控制器的参数设计是一项耗时且需要设计人员专业技能的任务,因此基于数学优化的自主设计方法的开发成为一项重大挑战。本文将最近提出的一种用于单回路FB控制器设计的协同优化方法应用于实验室压电驱动快速转向镜的位置/速度级联控制器设计实例,并与基于遗传算法(GA)的传统自主设计方法进行了比较。此外,本文还提出了一种实用可行的串级控制器协同优化初始参数设计方法,以实现串级控制器的高效自主设计。
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Cooperative optimization-Based Efficient Autonomous Parameter Design for Cascade Feedback Control System
In industrial servo systems, cascade feedback (FB)control systems are widely used for the high-speed and highaccuracy positioning control. In general, since the parameter design for the multiple controllers is a time-consuming task that requires expert skills for designers, development of an autonomous design method based on mathematical optimization becomes a major challenge. In this paper, a cooperative optimization method presented recently for single-loop FB controller design is applied to an example position/velocity cascade controller design for a laboratory piezoelectric-driven fast steering mirror, in comparison with the conventional autonomous design method based on a genetic algorithm (GA). In addition, a practical feasible initial parameter design method in cooperative optimization for the cascade controller design is newly presented to realize the efficient autonomous design.
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