基于随机优化的加压灌溉系统优化配置设计与运行

P. Tinh, Pham Duc Dai
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引用次数: 0

摘要

本文提出了一种新的随机优化模型MOCEP,用于平衡水箱抽水灌溉系统的配置优化设计和运行优化。MOCEP是一种多目标协方差矩阵自适应进化策略优化算法与液压Epanet模型的耦合,目的是在长周期仿真中平衡总成本和网络弹性估计。这里提到的成本包括一般资本成本、建设成本和运营成本。网络弹性是节点剩余功率和连接到该节点的管道直径均匀性的度量。同时考虑了网络布局和管道尺寸的优化,在预先确定的布局可靠性水平下,预先确定了最大布局。在Al Batinah沿海平原(阿曼苏丹国)的实际案例研究中,提出了一个应用程序,以说明新方法的能力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimal Configuration Design and Operation of Pressurized Irrigation Systems Using Stochastic Optimization
This paper presents a new stochastic optimization model, MOCEP, developed for simultaneously optimal configuration design and operation of a pumped irrigation system with balancing tanks. MOCEP is a coupling between the Multi-Objective Covariance Matrix Adaptation Evolution Strategy optimization algorithm and the hydraulic Epanet model that aims at balancing the total cost and network resilience estimation during extended period simulations. The costs mentioned here consist of general capital, construction, and operation costs. The network resilience is a measure of both the nodal surplus power and the uniformity in diameter of pipes connected to that node. The optimization of both network layout and pipe size was taken into account with a pre-defined maximum layout under a prespecified level of layout reliability. An application to a real world case study in the Al Batinah coastal plain (Sultanate of Oman) is presented to illustrate ability of the new approach.
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