分数阶PID控制系统的多环模型参考自适应控制

Baris Baykant Alagöz, A. Tepljakov, E. Petlenkov, C. Yeroğlu
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引用次数: 7

摘要

提出了基于MIT规则的模型参考自适应控制(MRAC)方法在闭环分数阶控制系统中的应用。该方法的主要优点是可以获得对现有分数阶系统的自适应能力。它本质上包含两个环,内环用于对象的分数阶PID (FOPID)控制,外环用于实现模型参考自适应控制的MIT规则。该方法不修改现有闭环控制系统的任何参数,而是对闭环控制系统进行输入整形,使闭环控制系统的响应近似于参考模型所描述的期望控制响应。该方法可以在可容忍的系统扰动下保持控制性能,可用于系统的故障诊断和容错控制。本文对分数阶建模与控制(FOMCON)工具箱得到的FOPID和植物模型进行了仿真研究。讨论了该系统对放大型故障的响应。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multi-Loop model reference adaptive control of fractional-order PID control systems
This paper presents an application of Model Reference Adaptive Control (MRAC) method based on MIT rule for closed loop fractional-order control systems. The main advantage of the method is that it may gain adaptation capability for existing fractional-order systems. It essentially contains two loops, which are the inner loop for fractional-order PID (FOPID) control of plant, and the outer loop for implementation of MIT rule for model reference adaptive control. This approach do not modify any parameter of existing closed loop control system, instead it performs input shaping for the closed loop control system so that response of closed loop control system approximates to a desired control response, which is described by the reference model. The method can be useful in fault diagnosis and fault-tolerant control of systems because it may allow maintaining control performance for tolerable system perturbation. The paper presents a simulation study for FOPID and plant models that were obtained by Fractional-order Modeling and Control (FOMCON) toolbox. Results showing the response of proposed system for amplifications type faults are also discussed.
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