Optimization Examples for Water Allocation, Energy, Carbon Emissions, and Costs

A. Alamanos, Jorge Andres Garcia
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Abstract

The field of Water Resources Management (WRM) is becoming increasingly interdisciplinary, realizing its direct connections with energy, food, and social and economic sciences, among others. Computationally, this leads to more complex models, wherein the achievement of multiple goals is sought. Optimization processes have found various applications in such complex WRM problems. This entry considers the main factors involved in modern WRM, and puts them in a single optimization problem, including water allocation from different sources to different uses and non-renewable and renewable energy supplies, with their associated carbon emissions and costs. The entry explores the problem mathematically by presenting different optimization approaches, such as linear, fuzzy, dynamic, goal, and non-linear programming models. Furthermore, codes for each model are provided in Python, an open-source language. This entry has an educational character, and the examples presented are easily reproducible, so this is expected to be a useful resource for students, modelers, researchers, and water managers.
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水资源分配、能源、碳排放和成本的优化实例
水资源管理(WRM)领域正日益成为跨学科领域,实现了与能源、粮食、社会和经济科学等领域的直接联系。在计算上,这导致了更复杂的模型,其中寻求实现多重目标。优化过程在此类复杂的水资源管理问题中得到了广泛应用。本条目考虑了现代水资源管理所涉及的主要因素,并将其归纳为一个单一的优化问题,包括将不同来源的水分配到不同用途,不可再生能源和可再生能源的供应,以及与之相关的碳排放和成本。该书通过介绍不同的优化方法,如线性、模糊、动态、目标和非线性编程模型,从数学角度探讨了这一问题。此外,每个模型的代码都是用 Python(一种开源语言)编写的。本条目具有教育性质,所提供的示例易于复制,因此有望成为学生、建模人员、研究人员和水资源管理者的有用资源。
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