王铁生,华锡生.基于模糊聚类算法的大坝监控模型的研究[J].水利学报,2003,34(6): |
基于模糊聚类算法的大坝监控模型的研究 |
Building of monitoring model for dam safety based on fuzzy cluster algorithm |
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DOI: |
中文关键词: 聚类 监控模型 模糊系统 |
英文关键词: cluster algorithm monitoring modal fuzzy system fuz zy neural network |
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中文摘要: |
将模糊理论和神经网络相结合,建立了基于模糊聚类算法的模糊神经网络的大坝安全监控模型,并针对某一大坝变形水平位移实测数据进行分析,计算结果表明,其拟合和预报精度优于常规统计模型,从而表明这一模型的有效性。 |
英文摘要: |
The author combinned the fuzzy theory with the neural network and established a dam monitoring model of fuzzy neural network,which was based on the cluster algorithm.An example was given for the analysis of horizontal displacement measured at a dam project.The result shows that the monitoring model is more precise than the regression model. |
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