Volume 30 Issue 7
Jul.  2005
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WANG Xinzhou DENG Xingsheng, . Fuzzy Neural Network Modeling for Dam Deformation Prediction[J]. Geomatics and Information Science of Wuhan University, 2005, 30(7): 588-591.
Citation: WANG Xinzhou DENG Xingsheng, . Fuzzy Neural Network Modeling for Dam Deformation Prediction[J]. Geomatics and Information Science of Wuhan University, 2005, 30(7): 588-591.
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Fuzzy Neural Network Modeling for Dam Deformation Prediction

  • 1 Research Center for Disaster Monitoring and Prevention, Wuhan University,129 Luoyu Road, Wuhan 430079, China ;2 School of Geodesy and Geomatics, Wuhan University, 129 Luoyu Road, Wuhan 430079, China ;3 Dongjiang Hydroelectric Power Plant, Hunan Province, Zixing 423403, China

Funds: 云南省省院省校合作计划资助项目(2003ZDBLA05A022)；湖北省科技攻关计划重大资助项目(2001AA104A01)；国家自然科学基金资助项目(40474003)
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  • Received Date: May 02, 2005
  • Revised Date: May 02, 2005
  • Published Date: July 04, 2005
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    • Abstract
  • On the basis of the analysis of characteristics of Fuzzy logic and neural network, the possibility and inevitability of the combination between them are introduced. It gives the FNN-LM algorithm and the method to determine the network parameter. Relative to other models, the superiority of FNN deformation prediction model is showed by the historical displacement prediction models of twelve points of Dongjiang dam for their short training time and high prediction precision.
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