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应用RBF神经网络诊断纺织空调送风风机故障

Textile Air Condition Breeze Fan System Fault Diagnosis Based on Subtractive Clustering and RBF Network
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摘要 提出了一种减聚类径向基函数神经网络的纺织空调送风风机故障诊断方法。在RBF网络中采用了一种减聚类的学习算法来确定径向基函数的相应参数,使网络结构得到优化。试验结果显示,该方法可以有效提高故障诊断的精度和效率。 A new method of subtractive clustering RBF network for air condition breeze fan fault diagnosis is presented.A learning algorithm of subtractive clustering for RBF network is used to obtain the parameters of radial basis function so as to optimize network structure.Test showed its accuracy and efficiency of air condition breeze fan fault diagnosis.
作者 舒服华
机构地区 武汉理工大学机电工程学院
出处 《天津纺织科技》 2006年第4期49-53,共5页 Tianjin Textile Science & Technology
关键词 减聚类 RBF神经网络 纺织 空调风机 故障诊断 subtractive clustering RBF network textile air condition breeze fan fault diagnosis
分类号 TS1 [轻工技术与工程—纺织科学与工程]
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  • 1M Ibnkahla et al. Satellite mobile communications:Technologies and challenges[C].In:Proceedings of the IEEE,2004;2(2):312～339.
  • 2G Ruggeri,F Beritelli,S Casale. Hybrid multimode/multi-rate CSACELP speech coding for adaptive voice over IP(ICASSP 2001 )[C]. In:Salt Lake City,USA,2001;2:733～736.
  • 3C H Chen,Xianju Wang. Speckle reduction and edge enhancement of NDE C-scan images using ICA[C].In :Review of Quantitative Nondestructive Evaluation, 2004; 23.
  • 4AbhijitSPandya RobertBMacy著 刘勇译.Pattern Recognition with neural networks in C++[M].北京:电子工业出版社,1998..
  • 5Udar Mittal,Nam Phamdo. Signal/noise KLT based approach for enhancing speech degraded by colored noise[J].IEEE Trans Speech Audio Processing,2000;8(2): 159～167.
  • 6S I Amari,H Park,K Fukumizu. Adaptive method for realizing natural gradient learning for multi-layer perceptrons[J].Neural Computation, 2000; 12: 1399～ 1409.
  • 7W Maass,E D Sontag. Neural systems as nonlinear filters[J].Neural Computation, 2000; 12 (8): 1743～1772.
  • 8Gomm J B.. Process fault diagnosis using a self-adaptive neural network with on-line learning capabilities.Preprints of the IFAC Workshop on On-line Fault Detection and Supervision in the Chemical Process Industries, Newcastle, 1995,78-83.
  • 9Marcantonio Catelani, Ada Fort. Fault diagnosis of electronic analog circuits using a radial basis function network classifier. Measurement, 2000,28:147- 158.
  • 10Chui S L.. Fuzzy model identification based on cluster estimation. IEEE Trans on Fuzzy System, 1994,2(2):267-278.

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天津纺织科技
2006年 第4期

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