期刊文献+

用于汽轮发电机组振动故障诊断的人工免疫算法研究 被引量:4

A Method for Turbogenerator Vibration Fault Diagnosis Based on Petri Nets
在线阅读 下载PDF
导出
摘要 人工免疫系统是在生物免疫系统的基础上发展起来的,已在模式识别、机器学习、故障诊断等领域得到了一定应用。基于抗原抗体识别原理,提出了一种汽轮发电机组振动故障诊断方法。经实例分析表明,利用该模型可对汽轮发电机组的振动故障作出正确判断。 Artificial immune system is based on the biology immune system. It has been used in many fields. This paper in- troduces a method for the steam turbogenerator' s fault diagnosis, which isbased on antigen - antibody combination. From the practice, the new method can diagnosis the vibration fault of steam turbogenerator and has higher reliability and practi- cability.
出处 《汽轮机技术》 北大核心 2007年第5期376-378,共3页 Turbine Technology
基金 四川省教育厅青年基金资助(2006B045)
关键词 人工免疫 汽轮发电机组 振动故障诊断 artificial immune steam turbogenerator set vibration fault diagnosis
  • 相关文献

参考文献8

二级参考文献33

  • 1吴亚东,符溪,文鹏飞,王宏语,谭绍泉,任富新,姜维财.奇异值分解压制随机噪声的方法及应用[J].新疆石油地质,2003,24(2):144-145. 被引量:15
  • 2何锡文 李洪 史慧明.Chin. J. Anal. Chem.(分析化学)[J],1986,14(1):34-40.
  • 3[1]Dasgupta D,Attoh-Okine N.Immunity-based systems: A Survey[A].Orlando F L.Proc 1997 IEEE Int Conf on Systems,Man and Cybernetics[C].USA,1997.869~874.
  • 4[2]Jerne N K.Toward a network theory of the immune system[J].Annual Immunology,1974,125c:373~389.
  • 5[3]Forrest S,Perelson A S,Allen L,et al.Self-nonself discrimination in a computer[A].Proc IEEE Symposium on Research in Security and Privacy[C].Okaland: CA,1994.202~212.
  • 6[4]Dasgupta D,Forrest S.Artificial immune systems in industrial applications[A].Albuquerque N M.Proc of the IPMM'99[C].USA,1999.257~267.
  • 7蔡超豪.利用人工神经网络对电力变压器故障进行早期诊断[J].变压器,1997,34(1):34-37. 被引量:18
  • 8Filippetti F, Franceschini G, Tassoni C, et al. AI techniques in induction machine diagnosis including the speed ripple effect[J]. IEEE Trans. on Industry Applications,1998,34(1): 98-108.
  • 9Milimonfared J, Kelk H M, Nandi S, et al. A novel approach for brokenbar detection in cage induction motors[J], IEEE Trans. on Industry Applications, 1999,35 (5): 1000-1006.
  • 10Lasurt L Stronach A F , penman J. A fuzzy logic approach to the interpretation of higher order spectra applied to fault diagnosis in electrical machines[C]. International Conference of the North American Fuzzy Information Processing Society, 2000.

共引文献495

同被引文献27

引证文献4

二级引证文献10

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部