Multi-objective simulation–optimization for water resources management and uses in multi-dam systems in low-water regions

IF 5.7 3区 环境科学与生态学 Q1 WATER RESOURCES
Moslem Najafi, Mohsen Najarchi, Seyed Mohammad Mirhosseini
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Abstract

One of the challenging issues in surface water resources management is the optimal operation of multi-dam systems. In addition to the applicability in determining the optimal pattern of operation of existing dams, this approach can be implemented in specifying the optimal capacity of under design dams. In this research, the simulation–optimization technique is used along with the reservoir zoning method in order to specify the optimal role curve of each of the dams in a multi-dam system (i.e., the Marun and Jarreh dams) in monthly intervals. The objective of this study is to develop a multi-objective algorithm on the basis of the zoning of reservoirs for the optimal operation of multi-dam systems. In this technique, instead of increasing the reliability of supplying demands in the whole period regardless the dry months, some of the inflow of rainy periods is stored in dam reservoirs to be consumed in dry months in order to mitigate the severity of deficiency. To examine the efficiency of the proposed model, the results obtained from the system operation in the current conditions are compared under two scenarios including optimal and reference. In the reference scenario, during 30-years, in some dry and low-water years, especially in the last six years of planning, the percentage of the demand supply is zero or less than five percent in several consecutive months. After optimizing the system, the minimum supply percentage in critical and dry months reaches 30 to 60 percent. Also, in the optimization scenario, the percentage of downstream ecological demands is improved. This research indicates that using the solution of this research leads to the better management of reservoirs in multi-dam systems and reduces the severity of deficiency in supplying various uses in low-water months.

Abstract Image

低水位地区多坝系统水资源管理和利用的多目标模拟优化
地表水资源管理的挑战之一是多坝系统的优化运行。这种方法除了适用于确定现有大坝的最佳运行模式外,还可用于确定设计中大坝的最佳库容。在本研究中,模拟优化技术与水库分区方法一起使用,以确定多坝系统(即马伦大坝和贾雷大坝)中每个大坝每月的最佳作用曲线。本研究的目的是在水库分区的基础上开发一种多目标算法,以优化多坝系统的运行。在这一技术中,不考虑旱季,而是将雨季的部分流入量储存在大坝水库中,在旱季消耗,以减轻缺水的严重程度,从而提高整个时期的需求供应可靠性。为了考察所提模型的效率,我们对当前条件下的系统运行结果进行了比较,包括最佳和参考两种方案。在参考方案中,30 年间,在一些枯水和少水年份,尤其是规划的最后六年,连续几个月的供需百分比为零或小于 5%。系统优化后,关键月份和枯水月份的最低供应比例达到 30%至 60%。同时,在优化方案中,下游生态需求的比例也有所提高。这项研究表明,使用本研究的解决方案可以更好地管理多坝系统中的水库,并降低枯水期各种用途供水不足的严重程度。
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来源期刊
Applied Water Science
Applied Water Science WATER RESOURCES-
CiteScore
9.90
自引率
3.60%
发文量
268
审稿时长
13 weeks
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