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Shi Tianyun, Wang Xinyi, Zhang Zhijing, Zhu Xiaoyan. ANN Model and Learning Algorithm in Fault Diagnosis for FMSJ. 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 FMSJ. JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY, 1997, 6(4): 341-349.

ANN Model and Learning Algorithm in Fault Diagnosis for FMS

  • 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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