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MULTI-OBJECTIVE RECONFIGURABLE CONTROLLER DESIGN FOR THREE-TANK SYSTEM USING PARAMETRIC EIGENSTRUCTURE ASSIGNMENT

机译:参数特征结构分配的三缸系统多目标可重构控制器设计

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摘要

The reconfigurable controller (RC) design of strongly interacting multi-input multi-output system is a challenging problem for the designer. In this paper, a parametric right eigenstructure assignment based multiobjective dynamic reconfigurable controller through state feedback is proposed against partial actuator failure for a benchmark three-tank system. The practical aspects of controller design require the conflicting objectives of robust stability to parameter perturbation and smaller controller gain to improve the transient response of the system. These design objectives rise to the minimum condition number of closed-loop eigenvector and minimum norm of feedback controller gain of closed-loop system respectively. Fast and elitist multiobjective genetic algorithm known as nondominated sorting genetic algorithm-Ⅱ is successfully applied to select the pareto-optimal eigenstructure of closed-loop system. Further, RC has been designed to accommodate partial actuator failure which is considered as loss of control effectiveness in actuators. Added value of this work, the controller uses complex-valued chromosomes. The effectiveness of the proposed controller is illustrated for different actuator fault scenarios through simulation and its performance is analysed.
机译:强烈交互的多输入多输出系统的可重配置控制器(RC)设计对设计人员而言是一个充满挑战的问题。本文针对基准三缸系统,针对部分执行器故障,提出了一种基于状态反馈的基于参数权本征结构分配的多目标动态可重构控制器。控制器设计的实际方面要求相互矛盾的目标,即对参数摄动的鲁棒稳定性和较小的控制器增益,以改善系统的瞬态响应。这些设计目标分别提高了闭环特征向量的最小条件数和闭环系统的反馈控制器增益的最小范数。快速,精英的多目标遗传算法-非支配排序遗传算法-Ⅱ被成功地应用于选择闭环系统的最优局部特征结构。此外,RC已设计为适应部分致动器故障,这被认为是致动器中控制有效性的损失。这项工作的附加值是,控制器使用复数值染色体。通过仿真说明了所提出的控制器在不同执行器故障情况下的有效性,并对其性能进行了分析。

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