华南理工大学学报(自然科学版) ›› 2006, Vol. 34 ›› Issue (4): 85-90.

• 动力与电气工程 • 上一篇    下一篇

基于分形关联维的汽轮机转子的振动故障诊断

梁平 龙新峰 樊福梅   

  1. 1.华南理工大学 电力学院,广东 广州5 10640;2.华南理工大学 化工与能源学院,广东 广州 510640;3.广东省电力工业学校,广东 广州 510520
  • 收稿日期:2005-04-05 出版日期:2006-04-25 发布日期:2006-04-25
  • 通信作者: 梁平(1953-),男,博士,副教授,主要从事传热与节能、汽轮机转子振动故障诊断与预测研究。 E-mail:mrpliang@126.com
  • 作者简介:梁平(1953-),男,博士,副教授,主要从事传热与节能、汽轮机转子振动故障诊断与预测研究。
  • 基金资助:

    广东省自然科学基金资助项目(020875)

Fault Diagnosis of Steam-Turbine Rotor Vibration Based on Fractal Correlation Dimension

Liang Ping  Long Xin-feng  Fan Fu-mei   

  1. 1.College of Electric Power,South China Univ.of Tech.,Guangzhou 510640,Guangdong,China;2.College of Chemical and Energy Engineering,South China Univ.of Tech.,Guangzhou 510640,Guangdong,China;3.Guangdong Power Industry School,Guaugzhou 510520,Guangdong,China
  • Received:2005-04-05 Online:2006-04-25 Published:2006-04-25
  • Contact: 梁平(1953-),男,博士,副教授,主要从事传热与节能、汽轮机转子振动故障诊断与预测研究。 E-mail:mrpliang@126.com
  • About author:梁平(1953-),男,博士,副教授,主要从事传热与节能、汽轮机转子振动故障诊断与预测研究。
  • Supported by:

    广东省自然科学基金资助项目(020875)

摘要: 采用Bently实验台模拟不同转速下碰摩、松动、不对中、不平衡几种常见汽轮机转子振动故障,进行实验研究.通过相空间重构理论,对满足随机分形统计自相似性的振动信号序列进行相空间重构,计算其分形关联维数,从而再现动力学特性.实验分析结果表明:碰摩故障时的分形关联维数最大,松动和不对中时的分形关联维数次之,不平衡时计算所得的分形关联维数最小;不同故障类型下的分形关联维数增量不同.因此,分形关联维数可以作为一种振动故障征兆加以提取.

关键词: 分形, 分形关联维数, 汽轮机转子, 振动, 故障诊断

Abstract:

This paper experimentally investigates the vibration faults of the steam-turbine rotor,such as the rub-bing,the loosening,the uncountershaft and the mass unbahmce,using the Bently experiment table.According to the theory of Phase Space Reconstruction,the vibration signal serial,a kind of random fractal that meets the statis-tical self-similarity,is reconstructed.By the calculation of fractal dimension,the dynamic characteristics of the sys-tem are then reproduced.The results show that the fractal correlation dimension of rubbing fault is the largest while those of the loosening fault and the uncountershaft fault are a little lower,and that of the mass unbalance fault is the smallest.It is also shown that different types of faults resuh in different fractal corelation dimension incre-ments.Therefore,the fractal corelation dimension can be abstracted as a sign of vibration fault.

Key words: fractal, fractal corelation dimension, steam-turbine rotor, vibration, fault diagnosis