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A multiobjective optimization framework for multicontaminant industrial water network design

机译:多污染物工业用水网络设计的多目标优化框架

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摘要

The optimal design of multicontaminant industrial water networks according to several objectives is carried out in this paper. The general formulation of the water allocation problem (WAP) is given as a set of nonlinear equations with binary variables representing the presence of interconnections in the network. For optimization purposes, three antagonist objectives are considered: F_1, the freshwater flow-rate at the network entrance, F_2, the water flow-rate at inlet of regeneration units, and F_3, the number of interconnections in the network. The multiobjective problem is solved via a lexicographic strategy, where a mixed-integer nonlinear programming (MINLP) procedure is used at each step. The approach is illustrated by a numerical example taken from the literature involving five processes, one regeneration unit and three contaminants. The set of potential network solutions is provided in the form of a Pareto front. Finally, the strategy for choosing the best network solution among those given by Pareto fronts is presented. This Multiple Criteria Decision Making (MCDM) problem is tackled by means of two approaches: a classical TOPSIS analysis is first implemented and then an innovative strategy based on the global equivalent cost (GEC) in freshwater that turns out to be more efficient for choosing a good network according to a practical point of view.
机译:本文针对多目标工业用水网络进行了优化设计。水分配问题(WAP)的一般公式是一组非线性方程式,其中的二进制变量表示网络中互连的存在。为了优化目的,考虑了三个对立目标:F_1,网络入口处的淡水流速,F_2,再生单元入口处的水流速,F_3,网络中的互连数目。多目标问题通过词典策略解决,其中每个步骤都使用混合整数非线性规划(MINLP)过程。通过从文献中获得的数值示例说明了该方法,该示例涉及五个过程,一个再生单元和三种污染物。一组潜在的网络解决方案以帕累托阵线的形式提供。最后,提出了在Pareto Fronts给出的解决方案中选择最佳网络解决方案的策略。解决多标准决策(MCDM)问题的方法有两种:首先实施经典的TOPSIS分析,然后基于淡水的全球等效成本(GEC)提出创新策略,结果发现选择多效决策更有效从实用的角度看好的网络。

著录项

  • 来源
    《Journal of Environmental Management》 |2011年第7期|p.1802-1808|共7页
  • 作者单位

    Laboratoire de Genie Chimique (LCC), Universite de Toulouse, 4, Allee Emile Monso, BP 84234, 31432 Toulouse, France;

    Laboratoire de Genie Chimique (LCC), Universite de Toulouse, 4, Allee Emile Monso, BP 84234, 31432 Toulouse, France;

    Laboratoire de Genie Chimique (LCC), Universite de Toulouse, 4, Allee Emile Monso, BP 84234, 31432 Toulouse, France;

    Laboratoire de Genie Chimique (LCC), Universite de Toulouse, 4, Allee Emile Monso, BP 84234, 31432 Toulouse, France;

    Laboratoire de Genie Chimique (LCC), Universite de Toulouse, 4, Allee Emile Monso, BP 84234, 31432 Toulouse, France;

  • 收录信息 美国《科学引文索引》(SCI);美国《化学文摘》(CA);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    water network; multicontanimant; multiobjective optimization; MINLP; MCDM; TOPSIS;

    机译:水网络;多称谓多目标优化;MINLP;MCDM;顶极;

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