| 流程工业中模糊控制和故障诊断的建模及网络综合集成 |
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| 引用本文： | 杨杰,凌旭峰,叶晨洲.流程工业中模糊控制和故障诊断的建模及网络综合集成[J].上海交通大学学报,1999,33(11):1363-1367. |
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| 作者姓名： | 杨杰 凌旭峰 叶晨洲 |
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| 作者单位： | 上海交通大学图象处理和模式识别研究所上海200030 |
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| 基金项目： | 国家高技术研究863－CIMS主题项目 |
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| 摘 要： | 研究流程工业中模糊控制和故障诊断的建模和网络综合集成．通过局域网集成系统实现各控制单元传感数据的共享以及流程生产过程的监控和报警，从而提高了制造系统的效率．提出了基于人工神经网和遗传算法的模糊控制建模方法，以及基于综合模型（人工神经网、案例、规则、对象模型）的故障诊断的建模和推理．
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| 关 键 词： | 计算机集成制造系统 模糊控制 故障诊断 人工神经网 遗传算法 |
| 文章编号： | 1006-2467(1999)11-1363-05 |
| 修稿时间： | 1999年4月7日 |
Modeling and Network Integration of Fuzzy Control and Fault Diagnosis in Process Industry |
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| YANG Jie,LIN Xu feng,YE Chen zhou Inst. of Image Processing and Pattern Recog.,Shanghai Jiaotong Univ.,Shanghai ,China.Modeling and Network Integration of Fuzzy Control and Fault Diagnosis in Process Industry[J].Journal of Shanghai Jiaotong University,1999,33(11):1363-1367. |
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| Authors: | YANG Jie LIN Xu feng YE Chen zhou Inst of Image Processing and Pattern Recog Shanghai Jiaotong Univ Shanghai China |
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| Institution: | YANG Jie,LIN Xu feng,YE Chen zhou Inst. of Image Processing and Pattern Recog.,Shanghai Jiaotong Univ.,Shanghai 200030,China |
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| Abstract: | This paper focused on the modeling and network integration of fuzzy control and fault diagnosis. Using local network integration system, sensor data derived from different control units can be shared while the supervision and warning on the manufacturing process were realized so that the efficiency of the manufacturing system was improved. A modeling method for fuzzy control based on artificial neural network and genetic algorithm was presented, and the modeling and reasoning of fault diagnosis based on multiple models (artificial neural network, case, rule, object model) were described. |
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| Keywords: | computer integrated manufacturing system (CIMS) fuzzy control fault diagnosis artificial neural network genetic algorithm |
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