• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

快速傅里叶变换和离散小波变换应用于无传感器矢量控制感应电机转子导条故障诊断。

Fast Fourier and discrete wavelet transforms applied to sensorless vector control induction motor for rotor bar faults diagnosis.

作者信息

Talhaoui Hicham, Menacer Arezki, Kessal Abdelhalim, Kechida Ridha

机构信息

LGEB Laboratory, University of Biskra, Algeria; University of Bordj Bou Arreridj, Algeria.

LGEB Laboratory, University of Biskra, Algeria.

出版信息

ISA Trans. 2014 Sep;53(5):1639-49. doi: 10.1016/j.isatra.2014.06.003. Epub 2014 Jul 5.

DOI:10.1016/j.isatra.2014.06.003
PMID:25004798
Abstract

This paper presents new techniques to evaluate faults in case of broken rotor bars of induction motors. Procedures are applied with closed-loop control. Electrical and mechanical variables are treated using fast Fourier transform (FFT), and discrete wavelet transform (DWT) at start-up and steady state. The wavelet transform has proven to be an excellent mathematical tool for the detection of the faults particularly broken rotor bars type. As a performance, DWT can provide a local representation of the non-stationary current signals for the healthy machine and with fault. For sensorless control, a Luenberger observer is applied; the estimation rotor speed is analyzed; the effect of the faults in the speed pulsation is compensated; a quadratic current appears and used for fault detection.

摘要

本文提出了评估感应电动机转子断条情况下故障的新技术。这些方法应用于闭环控制。在启动和稳态时,使用快速傅里叶变换(FFT)和离散小波变换(DWT)来处理电气和机械变量。小波变换已被证明是检测故障特别是转子断条类型故障的优秀数学工具。作为一种性能,DWT可以为健康电机和有故障的电机提供非平稳电流信号的局部表示。对于无传感器控制,应用了Luenberger观测器;分析了估计的转子速度;补偿了故障对速度脉动的影响;出现二次电流并用于故障检测。

相似文献

1
Fast Fourier and discrete wavelet transforms applied to sensorless vector control induction motor for rotor bar faults diagnosis.快速傅里叶变换和离散小波变换应用于无传感器矢量控制感应电机转子导条故障诊断。
ISA Trans. 2014 Sep;53(5):1639-49. doi: 10.1016/j.isatra.2014.06.003. Epub 2014 Jul 5.
2
Discrete wavelet transform and energy eigen value for rotor bars fault detection in variable speed field-oriented control of induction motor drive.离散小波变换和能量本征值在感应电机驱动变速磁场定向控制中的转子棒故障检测。
ISA Trans. 2018 Aug;79:217-231. doi: 10.1016/j.isatra.2018.04.019. Epub 2018 May 3.
3
Convolutional Neural Network and Motor Current Signature Analysis during the Transient State for Detection of Broken Rotor Bars in Induction Motors.卷积神经网络和电机电流特征分析在感应电动机转子断条故障检测中的瞬态状态。
Sensors (Basel). 2020 Jul 3;20(13):3721. doi: 10.3390/s20133721.
4
Induction motors airgap-eccentricity detection through the discrete wavelet transform of the apparent power signal under non-stationary operating conditions.感应电动机在非稳定运行条件下通过视在功率信号的离散小波变换进行气隙偏心检测。
ISA Trans. 2014 Mar;53(2):603-11. doi: 10.1016/j.isatra.2013.12.002. Epub 2014 Jan 23.
5
Detection of Broken Rotor Bars in Cage Induction Motors Using Machine Learning Methods.基于机器学习方法的笼型感应电动机转子断条检测
Sensors (Basel). 2023 Nov 9;23(22):9079. doi: 10.3390/s23229079.
6
Sensor and sensorless fault tolerant control for induction motors using a wavelet index.基于小波指标的感应电动机的有传感器和无传感器容错控制。
Sensors (Basel). 2012;12(4):4031-50. doi: 10.3390/s120404031. Epub 2012 Mar 27.
7
Partial Inductance Model of Induction Machines for Fault Diagnosis.感应电机的部分电感模型用于故障诊断。
Sensors (Basel). 2018 Jul 18;18(7):2340. doi: 10.3390/s18072340.
8
Robust sensorless vector control of an induction machine using Multiobjective Adaptive Fuzzy Luenberger Observer.采用多目标自适应模糊 Luenberger 观测器的感应电机无传感器矢量控制
ISA Trans. 2018 Mar;74:144-154. doi: 10.1016/j.isatra.2018.01.019. Epub 2018 Feb 1.
9
Detection of broken rotor bar faults in induction motor at low load using neural network.基于神经网络的低负载感应电机转子断条故障检测
ISA Trans. 2016 Sep;64:241-246. doi: 10.1016/j.isatra.2016.06.004. Epub 2016 Jun 18.
10
Diagnosis of broken-bars fault in induction machines using higher order spectral analysis.基于高阶谱分析的感应电机断条故障诊断。
ISA Trans. 2013 Jan;52(1):140-8. doi: 10.1016/j.isatra.2012.08.003. Epub 2012 Sep 21.

引用本文的文献

1
An Integrated Approach Fusing CEEMD Energy Entropy and Sparrow Search Algorithm-Based PNN for Fault Diagnosis of Rolling Bearings.一种融合CEEMD能量熵和基于麻雀搜索算法的概率神经网络的滚动轴承故障诊断集成方法。
Comput Intell Neurosci. 2022 Jul 22;2022:4835157. doi: 10.1155/2022/4835157. eCollection 2022.
2
Wavelet packet and fuzzy logic theory for automatic fault detection in induction motor.用于感应电动机自动故障检测的小波包与模糊逻辑理论
Soft comput. 2022;26(21):11935-11949. doi: 10.1007/s00500-022-07028-5. Epub 2022 Apr 6.
3
Application of multi-layer denoising based on ensemble empirical mode decomposition in extraction of fault feature of rotating machinery.
基于集合经验模态分解的多层去噪在旋转机械故障特征提取中的应用。
PLoS One. 2021 Jul 19;16(7):e0254747. doi: 10.1371/journal.pone.0254747. eCollection 2021.
4
AF-DHNN: Fuzzy Clustering and Inference-Based Node Fault Diagnosis Method for Fire Detection.AF-DHNN:基于模糊聚类和推理的火灾探测节点故障诊断方法
Sensors (Basel). 2015 Jul 17;15(7):17366-96. doi: 10.3390/s150717366.