期刊文献+

集成神经网络在智能故障诊断技术上的应用

The Application of Integrated Neural Networks in Intelligent Fault Diagnosis Technology
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摘要 针对单子神经网络的局限性提出了将神经网络技术集成用于智能故障诊断的思想,并对集成神经网络的诊断系统的结构和工作原理进行介绍。最后,给出一个基于两个BP子网的故障诊断系统的实例,详细介绍其诊断过程,并对其结果进行了分析。 Aimed at the limitations of the single neural network,integrated neural network used in the intelligent fault diagnosis was put forward,and the structure and working principle of integrated neural network diagnostic system are introduced.Finally,the fault diagnosis system based on two BP sub-network was given in the paper,introduced the diagnosis process and analyzed its results in detail.
出处 《飞机设计》 2011年第2期59-63,共5页 Aircraft Design
关键词 神经网络 集成 故障诊断 neural network integration fault diagnosis
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参考文献3

  • 1钟瑢,饶文碧,邹承明.人工神经网络及其融合技术[M].北京:科学出版社,2007 .
  • 2张松鹤,罗跃纲,闻邦椿.集成小波神经网络在故障诊断中的应用研究[J].噪声与振动控制,2007,27(6):65-68. 被引量:4
  • 3Zhang J. Improved on-line process fault diagnosis through information fusion in multiple neural networks[J]. Computers & Chemical Engineering, 2006, 30(3) : 558-571.

二级参考文献8

  • 1Mallat S G. A Theory for Multiresolution Signal Decomposition : The Wavelet Representation [ J ]. IEEE Trans. On Pattern Analysis and Machine Intelligence, 1989, 11 (7) : 674 - 693.
  • 2Zhang Q, Benvenise A. Wavele network. [ J]. IEEE Trans on Neural Network, 1992, 3(6) : 889 -898.
  • 3Luo Yuegang, Li Xiaopeng, Zeng Haiquan, Wen Bangchun. Study on Intelligent Diagnosis System of Mechanical Failure Based on Wavelet Neural Network [ C ]. APVC2001, 10:881 -884.
  • 4Essawy M A. Wavelet Cersus Fourier Preprocessing for Neuro-fuzzy Systems for Fault Diagnosis in Helicopter Gearboxes [ C ]. Intelligent Engineering Systems Through Artificial Neural Networks, 1998.11 : 767 - 772.
  • 5Delyon B, Juditsky A, Benvenise A. Accuracy Analysis for Wavelet Approximations [ J ]. IEEE Trans on Neural Network, 1995, 6(2): 332-348.
  • 6Gmssmann P. Muhisensor Data Fusion [ J ]. GEC Journal of Technology, 1998, 15( 1 ) : 27 - 37.
  • 7Lin S T, McFadden P D. Gear Vibration Analysis by Bspline Wavelet-based Linear Wavelet Transform [ J ]. Mechanical System and Signal Processing, 1997, 11 (4) : 603 - 609.
  • 8丁宇新,沈雪勤.基于能量密度的小波神经网络[J].计算机学报,1997,20(9):832-838. 被引量:28

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