The Study of Fault Diagnosis Algorithm Based on Extension Neural Network

被引:2
|
作者
Ming, Lu [1 ]
机构
[1] Jilin Business & Technol Coll, Dept Informat Engn, Changchun, Peoples R China
关键词
Extension; neural network; Extension neural network; Genetic Algorithm; Fault Diagnosis;
D O I
10.1109/ICIFE.2010.5609395
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Extension neural network is a new method based on Extenics and neural networks, it is full use of the Extension of qualitative and quantitative description of the advantages, but also consider the parallel structure characteristics. of neural network. This article describes the extension theory and neural network fusion extension neural network structure and introduce ENN algorithm based on genetic algorithm. And verify its feasibility in fault diagnosis.
引用
收藏
页码:447 / 450
页数:4
相关论文
共 50 条
  • [21] Study of the Fault Diagnosis Based on Wavelet and Neural Network for the Motor
    Shao, Keyong
    Han, Lijuan
    Wang, Xinmin
    Zhang, Fengwu
    Qian, Kun
    [J]. ADVANCES IN MECHATRONICS AND CONTROL ENGINEERING II, PTS 1-3, 2013, 433-435 : 483 - +
  • [22] Fault Diagnosis of Wind Turbine Blades Based on Chaotic System and Extension Neural Network
    Wang, Meng-Hui
    Hsieh, Cheng-Che
    Lu, Shiue-Der
    [J]. SENSORS AND MATERIALS, 2021, 33 (08) : 2879 - 2895
  • [23] Fault Diagnosis algorithm of Wind Power Gearbox Based on Fuzzy Neural Network
    Bai, Ruifei
    Zhang, Wei
    Zhao, Doudou
    [J]. PROCEEDINGS OF THE 2019 31ST CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2019), 2019, : 3291 - 3296
  • [24] The fault diagnosis of Tower Crane based on Genetic Algorithm and BP Neural Network
    Yuan, Sicong
    Shang, Jingqiang
    Wang, Xiaoyu
    Li, Chao
    [J]. ADVANCES IN CIVIL ENGINEERING AND ARCHITECTURE INNOVATION, PTS 1-6, 2012, 368-373 : 3163 - 3166
  • [25] Question Answering Algorithm for Grid Fault Diagnosis based on Graph Neural Network
    Yu, Yahan
    Wang, Yun
    Zhang, Guigang
    Yang, Yi
    Wang, Jian
    [J]. 2022 IEEE 22ND INTERNATIONAL CONFERENCE ON SOFTWARE QUALITY, RELIABILITY, AND SECURITY COMPANION, QRS-C, 2022, : 552 - 557
  • [26] Bearing compound fault diagnosis based on HHT algorithm and convolution neural network
    Shi J.
    Wu X.
    Liu T.
    [J]. Nongye Gongcheng Xuebao/Transactions of the Chinese Society of Agricultural Engineering, 2020, 36 (04): : 34 - 43
  • [27] Neural Network Based Algorithm of Soft Fault Diagnosis in Analog Electronic Circuits
    Mismar, Doried
    AbuBaker, Ayman
    [J]. INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2010, 10 (01): : 107 - 111
  • [28] Wavelets neural network based on particle swarm optimization algorithm for fault diagnosis
    Xiang, Changcheng
    Huang, Xiyue
    Huang, Darong
    Hu, Jia
    [J]. ICICIC 2006: FIRST INTERNATIONAL CONFERENCE ON INNOVATIVE COMPUTING, INFORMATION AND CONTROL, VOL 3, PROCEEDINGS, 2006, : 320 - +
  • [29] Fault Diagnosis of Piston Compressor Based on Wavelet Neural Network and Genetic Algorithm
    Li Jinru
    Liu Yibing
    Yan Keguo
    [J]. 2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23, 2008, : 6006 - 6010
  • [30] Motor Fault Diagnosis of RBF Neural Network based on Immune Genetic Algorithm
    Yuan Gui-li
    Qin Shi-wei
    Gan Mi
    [J]. 2013 25TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2013, : 1060 - 1065