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基于知识的故障诊断技术及其在船舶上的应用 被引量:10

Knowledge-based fault diagnosis technology and its application in the ship
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摘要 介绍基于知识的故障诊断技术的基本原理,探讨故障诊断技术发展的趋势,提出了一种基于多种智能集成的故障诊断系统的组织结构,并给出其在船舶上应用的实例. The basic principle of the knowledge-based fault diagnosis technology is introduced, and its development trend is discussed in this paper Then the histological structure of the fault diagnosis system based on the integrated hybrid intelligence is put forward. Finally, an example of application in the ship is provided.
出处 《船舶工程》 CSCD 北大核心 2007年第4期72-74,27,共4页 Ship Engineering
关键词 自动化系统 故障诊断 人工神经网络 模糊神经网络 智能专家系统 automatic system; fault diagnosis; artificial neural network fuzzy neural network intelligent expert system
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参考文献4

  • 1叶银忠 潘日芳.动态系统故障检测及诊断方法[J].信息与检测,1985,14(6):27-34.
  • 2Tang T,Liu Y et al.ANN-based fault diagnosis method with a combined BP algorithm[C].Proceedings of UKACC International Conference on Control,1996.
  • 3Tianhao Tang,et al.Fault diagnosis expert system of marine diesel engine via ANN[C],Transportation System:Theory and Application of Advanced Technology,Oxford,Elsevier Science,January,1995:279-286.
  • 4Tianhao Tang,et al.A Fuzzy and Neural Network Integrated Intelligence Approach for Fault Diagnosing and Monitoring[C].Proceedings of the 1998 UKACC International Conference on Control,Swansea,UK,September 1998.

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