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Inventory Theory-Based Stochastic Optimization for Reservoir Water Allocation

机译:基于库存理论的水库随机分配优化

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摘要

This study aims to develop an effective model for reservoir water allocation under conditions of uncertainty. To identify a practical method that increases the benefits by optimizing the water allocation policies while reducing the costs by optimizing the water transfer scheme, several stochastic programming models (EOQ-TSP models) were developed by integrating economic order quantity (EOQ) models into a two-stage stochastic programming (TSP) framework. The EOQ-TSP models are advantageous for analyzing the effects of the water inventory scheme on the reservoir water allocation benefits and better at optimizing water allocation policies while also considering uncertainties regarding different flow levels and different water inventory conditions in a water supply-inventory-demand system. Finally, the feasibility of the developed EOQ-TSP models was demonstrated by applying the models to a real-world case study. The results show that the benefits of the optimal water allocation policy will be further increased by optimizing the water transfer scheme, and these proposed models will be helpful for systematizing reservoir water management and identifying optimal reservoir water allocation plans in uncertain environments.
机译:这项研究旨在为不确定条件下的水库水分配建立有效的模型。为了确定一种通过优化水分配策略来增加收益同时通过优化水分配方案来降低成本的实用方法,通过将经济订单量(EOQ)模型整合为两个模型,开发了几种随机规划模型(EOQ-TSP模型)阶段随机编程(TSP)框架。 EOQ-TSP模型有利于分析水清单方案对水库水分配效益的影响,并且在优化水分配策略的同时,还考虑了供水-库存需求中不同流量水平和不同水清单条件的不确定性系统。最后,通过将模型应用于实际案例研究,证明了开发的EOQ-TSP模型的可行性。结果表明,通过优化输水方案,最优配水策略的收益将进一步增加,这些模型将有助于系统化水库水管理和确定不确定环境中的最优水库配水方案。

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