Fault diagnosis using wavelet neural networks

被引：0
|
作者：
Liu, QP [1 ]
Yu, XL [1 ]
Feng, QK [1 ]
机构：
[1] Xian Jiaotong Univ, Sch Energy & Power Engn, Xian 710049, Shanxi, Peoples R China
来源：
NEURAL PROCESSING LETTERS | 2003年 / 18卷 / 02期
关键词：
fault diagnosis; feature extraction; neural networks; RBF; wavelet neural networks; WBF;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Wavelet neural networks are a class of neural networks consisting of wavelets. This paper presents a novel universal tool for fault diagnosis and algorithms for wavelet neural network construction are proposed. Using the model of wavelet neural networks, we can not only extract the features of system but also predict the development of the fault.
引用
收藏
页码：115 / 123
页数：9
相关论文
共 50 条
  • [21] One Dimensional Convolutional Neural Networks Using Sparse Wavelet Decomposition for Bearing Fault Diagnosis
    Liu, Xiaofan
    Centeno, Jason
    Alvarado, Juan
    Tan, Lizhe
    IEEE ACCESS, 2022, 10 : 86998 - 87007
  • [22] Fault diagnosis of nonlinear analog circuits using neural networks with wavelet and Fourier transforms as preprocessors
    Aminian, F
    Aminian, M
    JOURNAL OF ELECTRONIC TESTING-THEORY AND APPLICATIONS, 2001, 17 (06): : 471 - 481
  • [23] Fault Diagnosis of Nonlinear Analog Circuits Using Neural Networks with Wavelet and Fourier Transforms as Preprocessors
    Farzan Aminian
    Mehran Aminian
    Journal of Electronic Testing, 2001, 17 : 471 - 481
  • [24] Fault diagnosis of aeroengine using neural networks
    Lu, P.-J., 2000, Aeronautical and Astronautical Soc. of the Rep. of China (32):
  • [25] Fault diagnosis for a MSF using neural networks
    Tarifa, EE
    Humana, D
    Franco, S
    Martínez, SL
    Núñez, AF
    Scenna, NJ
    DESALINATION, 2003, 152 (1-3) : 215 - 222
  • [26] CABLE FAULT RECOGNITION USING MULTIPLE WAVELET NEURAL NETWORKS
    Wang, Mei
    Stathaki, Tania
    PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE ON WAVELET ANALYSIS AND PATTERN RECOGNITION, VOLS 1 AND 2, 2008, : 221 - +
  • [27] Machine fault diagnosis using a cluster-based wavelet feature extraction and probabilistic neural networks
    Yu, Gang
    Li, Changning
    Kamarthi, Sagar
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2009, 42 (1-2): : 145 - 151
  • [28] Rolling Bearing Fault Diagnosis Using Neural Networks Based on Wavelet Packet-Characteristic Entropy
    Zhao, Weiguo
    Zhang, Lijuan
    Meng, Xujun
    COMPUTER SCIENCE FOR ENVIRONMENTAL ENGINEERING AND ECOINFORMATICS, PT 2, 2011, 159 : 424 - +
  • [29] Real-time intelligent fault diagnosis using deep convolutional neural networks and wavelet transform
    Li, Guoqiang
    Deng, Chao
    Wu, Jun
    Chen, Zuoyi
    Wang, Yuanhang
    2018 IEEE 8TH INTERNATIONAL CONFERENCE ON UNDERWATER SYSTEM TECHNOLOGY: THEORY AND APPLICATIONS (USYS), 2018,
  • [30] Machine fault diagnosis using a cluster-based wavelet feature extraction and probabilistic neural networks
    Gang Yu
    Changning Li
    Sagar Kamarthi
    The International Journal of Advanced Manufacturing Technology, 2009, 42 : 145 - 151
12345