双转子多输入多输出系统的PID控制方案采用了一种具有预定搜索范围的实值遗传算法

Durga Prasad, P. Manoharan, A. Ramalakshmi
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引用次数: 15

摘要

本文讨论了双转子多输入多输出系统(TRMS)的比例-积分-微分控制方案,该系统是一个两自由度交叉耦合的非线性系统。这项工作的目标是稳定TRMS,达到一个特定的位置,并使其跟踪轨迹。采用4个PID控制器实现目标。采用实值遗传算法(RGA)对PID控制器参数进行整定。采用控制设计优化(CDO)技术,得到了RGA的初始搜索范围。首先对解耦系统即水平和垂直1自由度(1- dof)系统实施控制方案,每个系统使用1个PID控制器,然后对2自由度(2-DOF)系统实施控制方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
PID control scheme for twin rotor MIMO system using a real valued genetic algorithm with a predetermined search range
This paper discusses the proportional-integral-derivative control scheme for a twin rotor multiple input multiple output system (TRMS), which is a nonlinear system with two degrees of freedom and cross couplings. The objectives of the work are to stabilize the TRMS, to attain a particular position and to make it to track a trajectory. Four PID controllers are used for achieving the objectives. The parameters of the PID controllers are tuned using the real valued genetic algorithm (RGA). The initial search range of the RGA is obtained using a control design optimization (CDO) technique. The control scheme is initially implemented for the decoupled system viz., horizontal and vertical 1-degree of freedom (1-DOF) systems, using 1 PID controller for each system, and it is followed by the implementation of the control scheme for the 2-degree of freedom (2-DOF) System.
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