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Article Navigation> JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY> 1997> 6(4): 341-349
Shi Tianyun, Wang Xinyi, Zhang Zhijing, Zhu Xiaoyan. ANN Model and Learning Algorithm in Fault Diagnosis for FMS[J]. JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY, 1997, 6(4): 341-349.
Citation: Shi Tianyun, Wang Xinyi, Zhang Zhijing, Zhu Xiaoyan. ANN Model and Learning Algorithm in Fault Diagnosis for FMS[J].JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY, 1997, 6(4): 341-349.
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ANN Model and Learning Algorithm in Fault Diagnosis for FMS

  • School of Mechanical Engineering and Automation,Beijing Institute of Technology,Beijing 100081

    Abstract
  • The fault diagnosis model for FMS based on multi layer feedforward neural networks was discussed An improved BP algorithm,the tactic of initial value selection based on genetic algorithm and the method of network structure optimization were presented for training this model ANN(artificial neural network)fault diagnosis model for the robot in FMS was made by the new algorithm The result is superior to the rtaditional algorithm
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    • References (5)
  • [1]
    Sorsa T,K oivo N Application of ar tificial neur al networ ks in pr ocess fault diagnosis Automatic,1993,29(4):843-849
    [2]
    吴沧浦最优控制理论与方法北京:国防工业出版社,1989
    [3]
    陈国良,庄镇泉遗传算法及其应用北京:人民邮电出版社,1996
    [4]
    K irk I,L ewcock A Neural networks an introduction Insig ht,1995,37(1):17-20
    [5]
    雷鸣神经网络自适应学习研究系统工程与电子技术,1994(3):19-27
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