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Feedback Linearization and Model Reference Adaptive Control of a Magnetic Levitation System

机译:磁悬浮系统的反馈线性化和模型参考自适应控制

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摘要

The aim of this paper is to combine two techniques to control a nonlinear Magnetic Levitation System (MLS). Firstly, a feedback linearization technique (here, exact linearization with state feedback) is applied to obtain a linear system. Secondly, the linearization is made via direct cancellation of nonlinear functions, which represent the phenomenological model of the system. Finally, to deal with the presence of uncertainty in the system model, an adaptive controller is used. The controller is based on model reference adaptive control to estimate the functions that contain the nonlinearities of the system. The exact linearization and the adaptive controller were implemented in a simulated environment (Matlab Simulink ©). The linear adaptive controller structure guarantees the parameters adaptation and the overall stability of the system. The results show that the controller output signal tracks a reference input signal with a small error.
机译:本文的目的是结合两种技术来控制非线性磁悬浮系统(MLS)。首先,使用反馈线性化技术(此处为具有状态反馈的精确线性化)来获得线性系统。其次,通过直接抵消非线性函数来实现线性化,非线性函数代表了系统的现象学模型。最后,为了处理系统模型中的不确定性,使用了自适应控制器。该控制器基于模型参考自适应控制来估计包含系统非线性的功能。精确的线性化和自适应控制器是在模拟环境(Matlab Simulink©)中实现的。线性自适应控制器结构可确保参数自适应和系统的整体稳定性。结果表明,控制器输出信号跟踪参考输入信号时误差很小。

著录项

  • 来源
    《Studies in Informatics and Control》 |2012年第1期|p.67-74|共8页
  • 作者单位

    Centra de Capacitacao Tecnologica em Automacao Industrial (CTAI), Universidade Federal da Bahia, Rua Aristides Novis, n° 02, Escola Politecnica, 2° andar, 40.210-630, Salvador, Bahia, Brasil;

    Centra de Capacitacao Tecnologica em Automacao Industrial (CTAI), Universidade Federal da Bahia, Rua Aristides Novis, n° 02, Escola Politecnica, 2° andar, 40.210-630, Salvador, Bahia, Brasil;

    Centra de Capacitacao Tecnologica em Automacao Industrial (CTAI), Universidade Federal da Bahia, Rua Aristides Novis, n° 02, Escola Politecnica, 2° andar, 40.210-630, Salvador, Bahia, Brasil;

    Electromechanical Engineering Dept, University of Beira Interior, Covilha, Portugal;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    adaptive control; direct approach; exact linearization; magnetic levitation; model reference;

    机译:自适应控制直接方法;精确线性化;磁悬浮模型参考;

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