Developing an optimal plan to improve irrigation efficiency using a risk-based central force algorithm

Juming Jiang, Shi Chen
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Abstract

Abstract Losses in surface irrigation include deep percolation and runoff, which is one of the ways to increase the efficiency of furrow irrigation, using a closed-end mode in irrigation systems. This research was conducted to evaluate the effects of geometrical variables (slope and length of furrow) and flow control (inflow rate and cut-off time) on application efficiency (AE) and the uniformity of water distribution in a closed-end furrow irrigation system. The length, slope, inflow rate, and cut-off time are considered as the decision-making variables for developing the multi-objective genetic algorithm based on the non-dominated sorting. For this purpose, three irrigation furrows with the closed-end system were considered. The optimization algorithm for calculating the objective functions involves maximizing the minimum water depth and minimizing the infiltration depth in a modeling loop. The optimization algorithm was linked to the WinSRFR software to calculate the objective functions. The results showed that the best combination of inflow rate and the cut-off time for 75 mm of required water depth was 1.9 l/s/m and 150 min, respectively, which increased AE and distribution uniformity to 79 and 78%. Furthermore, the AE in the closed-end furrow irrigation system is higher (30–50%) than the open-end method in different scenarios.
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采用基于风险的集中力算法制定优化方案以提高灌溉效率
地表灌溉的损失包括深层渗水和径流,这是提高沟灌效率的途径之一,在灌溉系统中采用封闭模式。本研究旨在评价几何变量(沟坡和沟长)和流量控制(入流速率和截止时间)对闭式沟灌系统的施用效率和水量分配均匀性的影响。将长度、坡度、流入速率和截止时间作为决策变量,开发了基于非支配排序的多目标遗传算法。为此,考虑了3个封闭灌溉沟。计算目标函数的优化算法涉及建模回路中最小水深的最大化和入渗深度的最小化。将优化算法与WinSRFR软件链接,计算目标函数。结果表明,75 mm所需水深的最佳入流速率和截止时间组合分别为1.9 l/s/m和150 min,声发射和分布均匀性分别提高了79%和78%。不同情况下,闭口沟灌系统的声发射均高于开口方式(30 ~ 50%)。
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