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Neural networks based on fuzzy clustering and its applications in electrical equipment's fault diagnosis

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成果类型:
期刊论文
作者:
Long, Z*
通讯作者:
Long, Z
作者机构:
[Long, Z] Wuhan Polytech Univ, Elect & Informat Engn Dept, Wuhan 430023, Hebei, Peoples R China.
通讯机构:
[Long, Z] W
Wuhan Polytech Univ, Elect & Informat Engn Dept, Wuhan 430023, Hebei, Peoples R China.
语种:
英文
关键词:
neural network;fuzzy clustering;electrical equipment;fault diagnosis
期刊:
Proceedings of 2005 International Conference on Machine Learning and Cybernetics, Vols 1-9
年:
2005
页码:
3996-3999
机构署名:
本校为第一且通讯机构
院系归属:
电气与电子工程学院
摘要:
This article put forward a sample processing method using fuzzy clustering and studied the application of fuzzy competition classification method in extracting contradiction samples, then advanced the diagnosis method of neural network based on fuzzy clustering, finally carried on the simulation research. The calculation results show that all the abov...

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