• CN:11-2187/TH
  • ISSN:0577-6686

›› 2000, Vol. 36 ›› Issue (9): 110-112.

• 论文 • 上一篇    

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基于小波包的遗传神经网络故障诊断系统研究

刘贵立;张国英   

  1. 沈阳工业大学力学系
  • 发布日期:2000-09-15

STUDY ON GENETIC NEURAL NETWORK OF THE FAULT DIAGNOSIS BASED ON WAVELET PACKET

Liu Guili;Zhang Guoying   

  1. Shenyang Polytechnic University
  • Published:2000-09-15

摘要: 用遗传算法建立了汽机故障诊断地人工神经网络模型,以小波包分解技术获得的10个频段上的能量为网络的输入模式,对汽机常见的几种故障进行分类训练,并应用于待识别故障样本的识别计算,结果表明该方法在汽机故障诊断中是有效的。

关键词: 故障诊断, 小波包, 遗传算法

Abstract: The artificial neural network of the fault diagnosis of steam machinery with genetic algorithm is established. The neural network with some fault samples of steam machinery is trained and the neural network model is applied to identify the samples for identify. The result indicates that the method is efficiency in the fault diagnosis of steam machinery.

Key words: Fault diagnosis, Genetic algorithm, Wavelet packet

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