蚁群优化PID控制器设计

Y. Hsiao, Cheng-Long Chuang, Cheng-Chih Chien
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引用次数: 79

摘要

本文提出了一种PID控制器的优化设计方法。设计的主要目标是通过最小化积分绝对控制误差来获得良好的负载扰动响应。同时,通过最小化阶跃响应的最大超调量、稳定时间、上升时间来保证系统的暂态响应。本文提出了一种基于蚁群优化技术的PID控制器参数求解算法,以获得给定对象的良好性能。仿真结果表明,与现有方法相比,该方法具有更好的控制性能
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Ant colony optimization for designing of PID controllers
This work presents an optimum approach to design PID controllers. The primary design goal is to obtain good load disturbance response by minimizing the integral absolute control error. At the same time, the transient response is guaranteed by minimizing the maximum overshoot, settling time, rise time of step response. This study proposes a solution algorithm based on the ant colony optimization technique to determine the parameters of the PID controller for getting a well performance for a given plant. Simulation results demonstrate that better control performance can be achieved in comparison with known methods
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