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人工免疫系统在旋转机械故障诊断中的应用进展 被引量:3

The application and development of artificial immune system in rotating machinery fault diagnosis
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摘要 介绍了人工免疫系统的基本概念与应用,对当前旋转机械故障诊断的常用方法进行了综述。在归纳了人工免疫系统在旋转机械故障诊断中的应用现状后,对该领域取得的研究成果与存在的问题进行了分析,最后对人工免疫系统在旋转机械故障诊断中的发展方向进行了展望。 The concept and application of artificial immune system is summarized,together with the introduction of common fauh diagnosis in rotation machinery. By analysis the current status of artificial immune system which used in rotation machinery, give out the comments for the achievements and challenge questions. The expectation and prospect is discussed also in conclusion.
出处 《现代制造工程》 CSCD 北大核心 2015年第7期137-143,共7页 Modern Manufacturing Engineering
基金 北京市属高等学校高层次人才引进与培养计划项目(CIT&TCD201404081)
关键词 人工免疫系统 故障诊断 旋转机械 artificial immune system fault diagnosis rotation machinery
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  • 1D Wei, L Zhansheng, W Xiaowei. Application of image rec- ognition based on artificial immune in rotating machinery fault diagnosis. 2007 1 st International Conference on Bioin- formatics and Biomedical Engineering [ C ] Wuhan, China: IEEE ,2007 : 1047 - 1052.
  • 2周东华,胡艳艳.动态系统的故障诊断技术[J].自动化学报,2009,35(6):748-758. 被引量:308
  • 3Lemos A, Caminhas W, Gomide F. Adaptive fault detection and diagnosis using an evolving fuzzy classifier[ J]. Informa- tion Sciences,2013 (220) : 64 - 85.
  • 4Ghate V N, Dudul S V. Cascade neural-network-based fault classifier for three-phase induction motor [ J ]. Industrial E- lectronics, IEEE Transactions on, 2011,58 ( 5 ) : 1555 -1563.
  • 5周东华,史建涛,何潇.动态系统间歇故障诊断技术综述[J].自动化学报,2014,40(2):161-171. 被引量:74
  • 6Wolbank T M, Loparo K A, Wohrnschimmel R. Inverter sta- tistics for online detection of stator asymmetries in inverter- fed induction motors[ J ]. Industry Applications, IEEE Trans- actions on,2003,39 (4) : 1102 - 1108.
  • 7Ballal M S, Khan Z J, Suryawanshi H M, et al. Adaptive neu- ral fuzzy inference system for the detection of inter-turn insu- lation and bearing wear faults in induction motor[ J]. Indus- trial Electronics, IEEE Transactions on, 2007,54 ( 1 ) : 250 - 258.
  • 8窦唯,刘占生.A recognition method of vibration parameter image based on improved immune negative selection algorithm for rotating machinery[J].Journal of Harbin Institute of Technology(New Series),2009,16(1):5-10. 被引量:4
  • 9Duan F, Lei M, Li J, et al. A Motor Fault Diagnosis Method Based on Immune Mechanism. Intelligent Information Tech- nology Application [ C ]. Zhangjiajie, China: Workshop on. IEEE ,2007 : 157 - 160.
  • 10侯胜利,李应红,李名魁,尉询楷.基于人工免疫网络模型的航空发动机传感器故障诊断[J].推进技术,2007,28(1):86-91. 被引量:9

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