水流模拟智能化问题的探讨

Discussion on problems of intelligentizing flow simulation

  • 摘要: 对水流模拟的发展历史进行了总结,指出阻碍水流模拟发展的主要问题,提出克服这些瓶颈问题的方法是将智能科学与水利科学交叉融合,实现水流的智能模拟。据此,介绍了水流智能模型理论,结合遗传算法、模糊逻辑、元胞自动机、混沌分析理论、人工神经网络、专家系统、数据挖掘等智能理论和技术,对水流智能模拟的实现途径作了探讨,并指出建造一个优秀的水流模拟智能系统的关键是联合运用各种智能方法,认为智能化是当前水流模拟发展的新方向,水流智能模型将是水利科学的一种新的研究途径,并将在研究水流问题上具有广阔的应用前景。

     

    Abstract: This paper reviews the history of flow simulation,points out the key problems about restricting flow simulation development,and proposes that the approach to solve those matters is to intelligentize flow simulation by intercrossing hydraulic science with intelligence science.And this paper presents the theory of flow intelligent model,discusses its construction approaches by means of genetic algorithm,fuzzy logic,cellular automata,chaos theory,artificial neural networks,expert system and data collection,etc,which is important for constructing an excellent flow simulation intelligent system.The Conclusions indicate that intelligentizing of flow simulation becomes a new subject,and the flow intelligent model is a new means to study hydraulic science and has broad prospects.

     

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