| RESEARCH ON EXPERT SYSTEM OF FAULT DETECTION AND DIAGNOSING FOR PNEUMATIC SYSTEM OF AUTOMATIC PRODUCTION LINE |
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| 作者姓名： | Wang Xuanyin Gao Lei Tao GuoliangState Key Laboratory of Fluid Power Transmission and Control Zhejiang University Hangzhou China |
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| 作者单位： | Wang Xuanyin Gao Lei Tao GuoliangState Key Laboratory of Fluid Power Transmission and Control，Zhejiang University，Hangzhou 310027，China |
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| 摘 要： | Fault detection and diagnosis for pneumatic system of automatic production line are studied. An expert system using fuzzy-neural network and pneumatic circuit fault diagnosis instrument are designed. The mathematical model of various pneumatic faults and experimental device are built. In the end, some experiments are done, which shows that the expert system using fuzzy-neural network can diagnose fast and truly fault of pneumatic circuit.
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RESEARCH ON EXPERT SYSTEM OF FAULT DETECTION AND DIAGNOSING FOR PNEUMATIC SYSTEM OF AUTOMATIC PRODUCTION LINE |
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| Wang Xuanyin Gao Lei Tao GuoliangState Key Laboratory of Fluid Power Transmission and Control,Zhejiang University,Hangzhou ,China.RESEARCH ON EXPERT SYSTEM OF FAULT DETECTION AND DIAGNOSING FOR PNEUMATIC SYSTEM OF AUTOMATIC PRODUCTION LINE[J].Chinese Journal of Mechanical Engineering,2002,15(2):136-141. |
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| Authors: | Wang Xuanyin Gao Lei Tao Guoliang |
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| Affiliation: | State Key Laboratory of Fluid Power Transmission and Control,Zhejiang University,Hangzhou 310027,China State Key Laboratory of Fluid Power Transmission and Control,Zhejiang University,Hangzhou 310027,China State Key Laboratory of Fluid Power Transmission and Control,Zhejiang University,Hangzhou 310027,China |
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| Abstract: | Fault detection and diagnosis for pneumatic system of automatic production line are studied. An expert system using fuzzy-neural network and pneumatic circuit fault diagnosis instrument are designed. The mathematical model of various pneumatic faults and experimental device are built. In the end, some experiments are done, which shows that the expert system using fuzzy-neural network can diagnose fast and truly fault of pneumatic circuit. |
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| Keywords: | Pneumatic assembly line Fuzzy-neural network fault diagnosis Fault detection expert system |
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