Multi-objective modeling and optimization of water distribution for canal system considering irrigation coverage in artesian irrigation district

IF 5.9 1区 农林科学 Q1 AGRONOMY Agricultural Water Management Pub Date : 2024-07-19 DOI:10.1016/j.agwat.2024.108959
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Abstract

Efficient water distribution within canal systems is essential for conserving water resources and enhancing irrigation efficiency, especially under conditions of constrained water supply. This study proposed an innovative optimization model for canal systems, incorporating the artesian irrigation rate as a multi-objective criterion. A digital elevation model was utilized to determine the irrigation coverage capacity based on outlet water levels, addressing existing limitations by introducing the artesian irrigation rate objective. A multi-objective optimization model was constructed, taking into account drainage loss, fluctuation of trunk canal flow, and artesian irrigation rate within irrigated areas. NSGAIII, with an effective correction strategy, and entropy weight method were used to solve the optimization problem under restricted flow constraints. The results indicate that the model's implementation has reduced the overall water conveyance time by 3 hours, decreased leakage losses by 1.3 %, elevated the water level of the branch canals, and increased the artesian irrigation rate by 4.5 %. The proposed objective enhances the flows within the branch canals and significantly ameliorates the rate of artesian irrigation under various flow limitation conditions.

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考虑自流灌区灌溉覆盖率的渠系配水多目标建模与优化
渠系内的高效配水对于节约水资源和提高灌溉效率至关重要,尤其是在供水紧张的条件下。本研究提出了一种创新的渠系优化模型,将自流灌溉率作为多目标标准。利用数字高程模型确定基于出水口水位的灌溉覆盖能力,通过引入自流灌溉率目标来解决现有的局限性。考虑到灌溉区域内的排水损失、干渠流量波动和自流灌溉率,构建了一个多目标优化模型。在流量受限的约束条件下,采用 NSGAIII、有效修正策略和熵权法求解优化问题。结果表明,模型的实施减少了 3 个小时的整体输水时间,减少了 1.3 % 的渗漏损失,提高了支渠水位,并增加了 4.5 % 的自流灌溉率。提出的目标提高了支渠内的流量,并显著改善了各种流量限制条件下的自流灌溉率。
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来源期刊
Agricultural Water Management
Agricultural Water Management 农林科学-农艺学
CiteScore
12.10
自引率
14.90%
发文量
648
审稿时长
4.9 months
期刊介绍: Agricultural Water Management publishes papers of international significance relating to the science, economics, and policy of agricultural water management. In all cases, manuscripts must address implications and provide insight regarding agricultural water management.
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