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State-of-the-Art for Modelling Reservoir Inflows and Management Optimization

机译:建模水库流量和优化管理的最新技术

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摘要

A multi-purpose reservoir operation requires a good decision from the operator in order to maximize the value of water. Therefore, a good inflows modelling will be very helpful in providing a better optimization solution. By then, perplexing in the selection of the most preferable solution might happen to the operator. A comprehensive review of different computational intelligent models which applied in reservoir inflows modelling and management optimization is presented in this paper. The aim of this study is to review, compare and summarize their attempts along with difficulties in dealing with the water management problem. The benefits derived from such comparison are used to improve the performance of the existing models for future work. Study showed that models based evolutionary algorithm revealing a great potential in the management of reservoir operation. However more research about the most recent self-optimization modelling application needs to be revised.
机译:为了使水的价值最大化,多功能水库操作需要操作员做出明智的决定。因此,良好的流入建模将对提供更好的优化解决方案非常有帮助。届时,操作员可能会在选择最佳解决方案时感到困惑。本文对不同计算智能模型在油藏入流建模和管理优化中的应用进行了综述。这项研究的目的是回顾,比较和总结他们的尝试以及在解决水管理问题方面的困难。从这种比较中获得的好处可用于改进现有模型的性能,以用于将来的工作。研究表明,基于模型的进化算法在水库调度管理中具有很大的潜力。但是,有关最新的自优化建模应用程序的更多研究需要修订。

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