A Wavelet Packet Diagnosis System Based on Rough Set Theory

被引：0
|
作者：
Sun, Yingkai [1 ]
Chen, Hai [2 ]
机构：
[1] South China Household Appliances Inst, Foshan 528300, Guangdong, Peoples R China
[2] Beijing Normal Univ Zhuhai Campus, Zhuhai 519080, Guangdong, Peoples R China
来源：
2012 IEEE FIFTH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTATIONAL INTELLIGENCE (ICACI) | 2012年
关键词：
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：
The wavelet packet analysis was adopted in acquisition of fault diagnosis system's characteristic parameter. The application of rough set theory in parameter's attribute optimization was explored. The unnecessary attributes were eliminated with reduction algorithm. The inner redundancy of fault diagnosis system's condition attributes is revealed. The complexity of neural network's structure is also decreased. The result of attribute reduction is given finally.
引用
收藏
页码：265 / 269
页数：5
相关论文
共 50 条
  • [1] Study of rough set fault diagnosis system based on wavelet packet analysis
    Sun, Yingkai
    ISTM/2007: 7TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1-7, CONFERENCE PROCEEDINGS, 2007, : 2461 - 2464
  • [2] Spur bevel gearbox fault diagnosis using wavelet packet transform and rough set theory
    Huang, Wentao
    Kong, Fanzhao
    Zhao, Xuezeng
    JOURNAL OF INTELLIGENT MANUFACTURING, 2018, 29 (06) : 1257 - 1271
  • [3] Spur bevel gearbox fault diagnosis using wavelet packet transform and rough set theory
    Wentao Huang
    Fanzhao Kong
    Xuezeng Zhao
    Journal of Intelligent Manufacturing, 2018, 29 : 1257 - 1271
  • [4] Fault Diagnosis Model based on Rough Set Theory and Expert System
    Zuo Yougang
    2009 ISECS INTERNATIONAL COLLOQUIUM ON COMPUTING, COMMUNICATION, CONTROL, AND MANAGEMENT, VOL II, 2009, : 498 - 500
  • [5] Fault diagnosis of vehicle transmission system based on rough set theory
    Li, X.
    Zhang, Z.
    Wu, X.
    Tian, C.
    Journal of Beijing Institute of Technology (English Edition), 2001, 10 (02): : 204 - 208
  • [6] Fault diagnosis based on Rough Set Theory
    Tay, FEH
    Shen, LX
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2003, 16 (01) : 39 - 43
  • [7] Compound-Fault Diagnosis of rolling bearing based on Order Wavelet Packet and Rough Sets Theory
    Kang Hai-ying
    Qi Yan-jie
    Liu Guang-sheng
    Shen Ren-fa
    PROCEEDINGS OF THE 2015 4TH INTERNATIONAL CONFERENCE ON COMPUTER, MECHATRONICS, CONTROL AND ELECTRONIC ENGINEERING (ICCMCEE 2015), 2015, 37 : 496 - 501
  • [8] SUBSET SELECTION USING ROUGH SET IN WAVELET PACKET BASED TEXTURE CLASSIFICATION
    Wang, Qiong
    Li, Hong
    Liu, Jian
    PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE ON WAVELET ANALYSIS AND PATTERN RECOGNITION, VOLS 1 AND 2, 2008, : 662 - +
  • [9] A method of tumor classification based on wavelet packet transforms and neighborhood rough set
    Zhang, Shan-Wen
    Huang, De-Shuang
    Wang, Shu-Lin
    COMPUTERS IN BIOLOGY AND MEDICINE, 2010, 40 (04) : 430 - 437
  • [10] Intelligent fault diagnosis model based on rough set and grey system theory
    Qi, Ji-Yang
    Zhu, Chang-An
    Harbin Gongye Daxue Xuebao/Journal of Harbin Institute of Technology, 2007, 39 (03): : 501 - 504
12345