THE APPLICATION IN FAULT DIAGNOSIS OF AN INTEGRATED INTELLIGENCE SYSTEM

ZHANG Hui; ZHANG Hao; LI Zhe; YAN Juan-wei

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Volume 32 Issue 3

Jun. 2003

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INFORMATION AND CONTROL > 2003 > 32(3): 268-271.

ZHANG Hui, ZHANG Hao, LI Zhe, YAN Juan-wei. THE APPLICATION IN FAULT DIAGNOSIS OF AN INTEGRATED INTELLIGENCE SYSTEM[J]. INFORMATION AND CONTROL, 2003, 32(3): 268-271.

Citation:

ZHANG Hui, ZHANG Hao, LI Zhe, YAN Juan-wei. THE APPLICATION IN FAULT DIAGNOSIS OF AN INTEGRATED INTELLIGENCE SYSTEM[J]. INFORMATION AND CONTROL, 2003, 32(3): 268-271.

Citation:

ZHANG Hui, ZHANG Hao, LI Zhe, YAN Juan-wei. THE APPLICATION IN FAULT DIAGNOSIS OF AN INTEGRATED INTELLIGENCE SYSTEM[J]. INFORMATION AND CONTROL, 2003, 32(3): 268-271.

THE APPLICATION IN FAULT DIAGNOSIS OF AN INTEGRATED INTELLIGENCE SYSTEM

CIMS Research Center, Tongji University, Shanghai 200092

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Received Date: June 09, 2002
Published Date: June 19, 2003

Graphical Abstract

Abstract

Abstract

With the gradual complication of the equipment and function of manufacturing system, it can no longer meet the demand to diagnose fault by solitary means. This paper is trying to combine ANN with CBR technique, to form an integrated intelligence diagnosis system. Taking full advantage of them, it can improve the accuracy and efficiency of system diagnosis.
- ANN,
- CBR,
- fault diagnosis,
- intelligence diagnosis system

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References (9)

References

[1]	扬杰,黄欣,郭英凯.用于故障诊断的集成型智能系统[J].上海交通大学学报,1998,32(6):14～19
[2]	Kavuri S N, Venkatasubramanian K. Representing bounded fault classes using neural networks with ellipsoidal activation function[J].Computers in Chemical Engineering 1993,17(2):139～163
[3]	贾民平,王刚,钟秉林.改进球单元网络及其在故障诊断中的应用[J].中国机械工程,1999,10(8):890～894
[4]	何永勇,等.一种新的高阶前馈神经网络及其在旋转机械故障诊断中的应用[J].清华大学学报(自然科学版),2001,41(2):38～42
[5]	Duda R O,Hart P E.Pattern Classification and Scene Analysis[M].New York:Wiley,1973
[6]	虞和济,陈长征,张省,等.基于神经网络的智能诊断[M].北京:冶金工业出版社,2000
[7]	Waston I, Marir F. Case-based reasoning:a review[J]. The Knowledge Engineering Review, 1994,9(4):355～381
[8]	韩西京,李录平,史铁林,等.改进决策树方法及其用于故障诊断知识获取[J].华中理工大学学报,1996,24(9):35～39
[9]	周东华,叶银忠.现代故障诊断与容错控制[M].北京:清华大学出版社,2000