| A Multi-agent Fault Diagnosis System of Rotating Machinery Based on CBR |
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| 作者姓名： | CHEN Ping XlE Zhi-jiang SUN Hong-yan |
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| 作者单位： | College of Mechanical Engineering, Chongqing University, Chongqing 400030, China |
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| 摘 要： | Recently,distributed intelligent systems based on multi-agent have been applied to many fields successfully.the multi-agent technique is introduced into the rotating machinery fault diagnosis system.With the combination of CBR technique,Basalstructure and development approach of the system are analyzed,and better cooperation among agents is realized.As a result,the system overcomes the limitation of single fault diagnosis method,and solves the contradictionbetween versatilityand adaptabilityof diagnosis software.Furthermore,a reference can be used for the research and development of multi-algorithmdiagnosis system of rotating machinery.The application in a factory's Networked Online Monitoring and Fault Diagnosis System for Turbine Fan shows that the system can diagnosefault rapidly and exactly.
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| 关 键 词： | fault diagnosis multi-agent case CBR |
| 收稿时间： | 2005/12/16 0:00:00 |
| 修稿时间： | 2005/12/16 0:00:00 |
A Multi-agent Fault Diagnosis System of Rotating Machinery Based on CBR |
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| CHEN Ping,XlE Zhi-jiang,SUN Hong-yan.A Multi-agent Fault Diagnosis System of Rotating Machinery Based on CBR[J].Storage & Process,2006(5):8-11. |
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| Authors: | CHEN Ping XlE Zhi-jiang SUN Hong-yan |
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| Institution: | College of Mechanical Engineering, Chongqing University, Chongqing 400030, China |
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| Abstract: | Recently,distributed intelligent systems based on multi-agent have been applied to many fields successfully.the multi-agent technique is introduced into the rotating machinery fault diagnosis system.With the combination of CBR technique,Basalstructure and development approach of the system are analyzed,and better cooperation among agents is realized.As a result,the system overcomes the limitation of single fault diagnosis method,and solves the contradictionbetween versatilityand adaptabilityof diagnosis software.Furthermore,a reference can be used for the research and development of multi-algorithmdiagnosis system of rotating machinery.The application in a factory's Networked Online Monitoring and Fault Diagnosis System for Turbine Fan shows that the system can diagnosefault rapidly and exactly. |
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| Keywords: | fault diagnosis multi-agent case CBR |
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