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基于多免疫检测器的机组智能故障诊断系统

Intelligent Fault Diagnosis System in Unit Based on Multiple Immune Detectors
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摘要 生物免疫系统(AIS)主要的功能就是在线检测和杀伤来自生物体内和体外的抗原,具有"自己非己"识别能力。人工免疫系统是对生物免疫系统的模拟,具有强大的信息处理能力。依据人工免疫系统理论设计了机组在线智能故障诊断系统。 The main function of Biology Immune System provided with the ability of recognizing "self' and "non- self' is to detect, damage and kill the antigen from inside or outside body in the real time. Artificial Immune System, which has powerful information processing ability, simulates Biology Immune System. This paper designed an on- line intelligent fault diagnosis system in unit according to the theory of Artificial Immune System.
出处 《广东石油化工学院学报》 2011年第4期41-43,47,共4页 Journal of Guangdong University of Petrochemical Technology
基金 广东石油化工学院青年创新人才培育项目(2010yc05) 广东省自然科学基金项目(8152500002000011)
关键词 故障诊断 免疫检测器 阴性选择算法 无量纲指标 fault diagnosis immune detector negative selection algorithm non- dimension parameter
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参考文献9

  • 1张清华,钱宇,胥布工,高廷玉,谢克明.一种采用非己空间变异搜索的故障检测算法[J].计算机工程与应用,2007,43(28):92-94. 被引量:8
  • 2张清华,钱宇,胥布工,高廷玉,谢克明.采用在自己空间变异搜索来训练检测器的阴性选择算法[J].计算机应用,2007,27(3):627-629. 被引量:6
  • 3彭涛,谢勇.故障检测诊断技术与先进控制理论[J].株洲工学院学报,2002,16(4):19-22. 被引量:2
  • 4张清华.基于人工免疫系统的机组故障诊断技术研究[D]华南理工大学,华南理工大学2004.
  • 5Ishiguro A,Watanabe Y,Uchikawa Y.Fault diagnosis of plant systems using immune networks. Proceedings of the IEEE International Conference on Multi-sensor Fusion and Integration for Intelligent Systems . 1994
  • 6Tang Z,Yamaguchi T,Tashima K,et al.Multiple-valued immune network model and its simulations. Proc 27th Int Symp on Multiple-valued Logic . 1997
  • 7Farmer JD,Packard NH,Perelson AS.The immune system, adaptation and machine learning. Physica D Nonlinear Phenomena . 1986
  • 8Taniguchi S,Dote Y.Sensor fault detection for uninterruptible power supply control systems using fast fuzzy neural network and immune network. Proc of the SMC’2001 . 2001
  • 9Luh Guan-chun,Cheng Weichong.Immune model-based faultdiagnosis. Mathematics and Computers in Simulation . 2004

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