期刊文献+

基于规则与人工神经网络的大坝安全监控混合知识库研究 被引量:1

The mixed knowledge bank based on formulas and artificial neural network for dam safety monitoring
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摘要 详细介绍了大坝安全监控专家系统知识库应包含的知识内容 ,对知识库中的各类知识进行了系统的分析与分类 .介绍了当前专家系统知识库的构造方法及知识表示特点 ,根据各类知识的描述特点 ,研究了采用规则和人工神经网络混合表示大坝安全评判知识的方法及知识库的物理结构 ,讨论了基于混合知识库的推理策略 ,分析了组建混合知识库应注意的若干技术问题 . The contents of knowledge bank for expert system in dam safety monitoring are introduces and the knowledge is classified and analyzed systematically. The current construction method of bank and the specialty of knowledge expression are discussed. On this basis, the method of expressing the safety assessment and physical structure of the mixed knowledge bank based on formulas and ANN are studied. The reasoning policy and problems may occur to the establishment of the bank are analyzed.
出处 《水利学报》 EI CSCD 北大核心 2001年第5期54-57,共4页 Journal of Hydraulic Engineering
关键词 大坝 安全监控 知识库 人工神经网络 dam safety monitoring knowledge bank formula artificial neural network
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参考文献3

  • 1袁曾任,人工神经元网络及其应用,1999年
  • 2吴中如,大坝安全综合评价专家系统,1997年
  • 3吴今培,智能故障诊断与专家系统,1997年

同被引文献13

  • 1BAO TengFei1 ,2&YU Hong 1,2 1College of Water Conservancy&Hydropower Engineering,Hohai University,Nanjing 210098,China,2National Engineering Research Center of Water Resources Efficient Utilization and Engineering Safety,Nanjing 210098,China.Detection of subcritical crack propagation for concrete dams[J].Science China(Technological Sciences),2009,52(12):3654-3660. 被引量:14
  • 2International Commission on Large Dams.Automated Dam Moni- toring Systems:Guidelines and Case Histories[].Bulletin.2000
  • 3Li X H.Evolution rule and abnormality diagnosis of crack of impor- tant hydraulic concrete structure[]..2003
  • 4Kwok,HF,Linkens,DA,Mahfouf,M,Mills,GH.Rule-base derivation for intensive care ventilator control using ANFIS[].Artificial Intelligence in Medicine.2003
  • 5Malla S,Wieland M.Analysis of an arch-gravity dam with a horizontal crack[].Computers and Structures.1999
  • 6Jang JSR,Sun CT,Mizutani E.Neuro-fuzzy and soft computing: a computational approach to learning and machine intelligence[]..1997
  • 7Jang J S R.ANFIS: Adaptive-network-based fuzzy inference systems[].IEEE Transactions on Systems Man and Cybernetics.1993
  • 8Wu Zhongru,Su Huaizhi.Dam health diagnosis and evaluation[].Smart Materials&Structures.2005
  • 9SLOWIK V,SAOUMA V E.Water pressure in propa-gating concrete cracks[].Jnmnal of Structural Engi-neering.2000
  • 10Wu Z R.Safety Monitoring Theory and Its Application of Hydraulic Structures[]..2003

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