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Observer-Based Fault Diagnosis of Nonlinear Systems via an Improved Homogeneous Polynomial Technique

机译:改进的齐次多项式技术基于观测器的非线性系统故障诊断

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摘要

The problem of observer-based fault diagnosis is investigated for a class of nonlinear systems via an improved homogeneous polynomial technique (HPT). In the design of the estimator, some adjustable parameters are introduced that can lead to less conservatism. By developing an improved HPT, the employment of multi-instant and multi-index can achieve desired H_∞ system performance. A tunnel diode circuit example is shown to demonstrate that (1) less conservative results are expected in comparison with existing ones; and (2) faults can be distinguished in only a few steps after their occurrence.
机译:通过改进的齐次多项式技术(HPT)研究了一类非线性系统基于观察者的故障诊断问题。在估计器的设计中,引入了一些可调整的参数,这些参数可能导致保守性降低。通过开发改进的HPT,使用多实例和多索引可以实现所需的H_∞系统性能。隧道二极管电路示例表明:(1)与现有方法相比,预期的保守性较低; (2)断层发生后仅需几个步骤就可以对其进行区分。

著录项

  • 来源
    《International Journal of Fuzzy Systems》 |2018年第2期|403-415|共13页
  • 作者

    Hui Ge; Dong Yue; Xiangpeng Xie;

  • 作者单位

    Institute of Advanced Technology, Nanjing University of Posts and Telecommunications, Nanjing 210023,People's Republic of China,School of Automation Engineering, Nanjing University of Posts and Telecommunications, Nanjing 210023,People's Republic of China;

    Institute of Advanced Technology, Nanjing University of Posts and Telecommunications, Nanjing 210023,People's Republic of China,School of Automation Engineering, Nanjing University of Posts and Telecommunications, Nanjing 210023,People's Republic of China;

    Institute of Advanced Technology, Nanjing University of Posts and Telecommunications, Nanjing 210023,People's Republic of China;

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

    Nonlinear systems; Fuzzy observer; State estimation; Fault diagnosis;

    机译:非线性系统模糊观察者;状态估计;故障诊断;

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