Application of Non-linear Volterra Series to Fault Detection of Induction Motor

姚舜才; 潘宏侠

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Application of Non-linear Volterra Series to Fault Detection of Induction Motor

更新时间：2026-09-14

- Application of Non-linear Volterra Series to Fault Detection of Induction Motor
- 非线性Volterra级数在感应电机故障检测中的应用
- Vol. 30, Issue 6, Pages: 548-554(2009)
- 作者机构：
  
  1. 中北大学信息与通信工程学院
  2. 中北大学机械工程与自动化学院
- 作者简介：
- 基金信息：
- DOI：
  CLC：
- Published：2009
- 稿件说明：
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姚舜才, 潘宏侠. Application of Non-linear Volterra Series to Fault Detection of Induction Motor[J]. 2009, 30(6): 548-554.
DOI：

姚舜才, 潘宏侠. Application of Non-linear Volterra Series to Fault Detection of Induction Motor[J]. 2009, 30(6): 548-554. DOI：

摘要

运用非线性频域理论中的广义频率响应函数(GFRF

General Frequency Response Function)以及Volterra级数分析方法对感应电动机运行故障进行故障检测设计

对感应电动机转子磁链的一阶、二阶的广义频率响应函数进行故障检测.给出了感应电机的动态数学模型并对其进行Volterra级数分析.在此基础上

推导出了感应电机的一阶、二阶广义频率响应函数特性

得出了用于进行故障检测的方法.通过对电机定子绕组三相电压不对称运行状态的仿真实验研究

结果表明使用这种检测方法可以有效地检测出系统的故障运行状态

同时也具有一定的鲁棒性和泛化能力.

Abstract

A fault detection method is designed

which adopts Volterra series and general frequency response function(GFRF)analyzing approach in the non-linear theory

to detect the operation faults of induction motors.The dynamic mathematic model of the induction motor is given and analyzed with Volterra series.The first and the second general frequency response function characteristics are derived by using nonlinear system analysis in faults detection theory.Through the simulation of asymmetry voltage of motor stator's windings

the results show that the method can effectively detect the operation fault of the system

and the fault detect system has Robust and generalized abilities.

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references

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姚舜才,任一峰.基于80196MC的磁阻电机伺服系统[J].华北工学院学报,2005,26(2):127-131.Yao Shuncai,Ren Yifeng.A kind of SRM servomatic system based on 80196MC[J].Journal of North ChinaInstitute of Technology,2005,26(2):127-131.(in Chinese)

夏立,费奇.基于信息融合分析的感应电机故障检测方法[J].电机与控制学报,2006(3):291-295.Xia Li,Fei Qi.Fault detection method of induction motor based on information fusion analysis[J].Electric Machinesand Control,2006(3):291-295.(in Chinese)

姚舜才,潘宏侠.基于HJI方法的感应电动机运行故障检测[J].测试技术学报,2007,21(1):23-27.Yao Shuncai,Pan Hongxia.The fault detection for induction motor operation based on HJI approach[J].Journal ofTest and Measurement Technology,2007,21(1):23-27.(in Chinese)

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