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Heat exchanger networks retrofit with considering pressure drop by coupling genetic algorithm with LP (linear programming) and ILP (integer linear programming) methods

机译:通过将遗传算法与LP(线性规划)和ILP(整数线性规划)方法相结合,考虑压力降的换热网络

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摘要

This research is trying to develop a new procedure for retrofit of HENs including pressure drop using genetic algorithm (GA) coupled with linear programming (LP) and integer linear programming (ILP) methods. The GA is used to produce structural modifications whereas continuous variables are handled using a converted NLP formulation for Maximum Energy Recovery (MER). The converted NLP consists of an LP for MER with adding a search loop to find the best minimum approach temperature and split ratios which are easier to solve. To prevent complexity and ensure optimum solution, the pressure drops of streams are calculated from the results of LP and then a modified ILP problem is solved to determine the maximum profit of retrofit of HENs. The motivation of the ILP is decision making for elimination or reuse of current exchangers and pumps and/or introducing new ones to the network. Results show that the proposed method often finds better solutions than those reported in the literature.
机译:这项研究试图开发一种新的HEN改造程序,包括使用遗传算法(GA)结合线性规划(LP)和整数线性规划(ILP)方法的压降。 GA用于产生结构修改,而连续变量则使用转换后的NLP公式进行处理,以实现最大能量回收(MER)。转换后的NLP由用于MER的LP组成,并添加了一个搜索环,以查找最容易解决的最佳最低进站温度和分流比。为了避免复杂性并确保最佳解决方案,根据LP的结果计算出料流的压降,然后解决改进的ILP问题,从而确定HENs改造的最大收益。 ILP的动机是为消除或重复使用交换器和泵和/或向网络引入新的决策。结果表明,所提出的方法通常比文献报道的方法找到更好的解决方案。

著录项

  • 来源
    《Energy》 |2011年第5期|p.2381-2391|共11页
  • 作者

    Hadi Soltani; Sirous Shafiei;

  • 作者单位

    Faculty of Chemical Engineering, Sahand University of Technology, PO Box 51335/1996, Tabriz, Iran Environmental Engineering Research Center (EERC), Sahand University of Technology, PO Box 51335/1996, Tabriz, Iran;

    Faculty of Chemical Engineering, Sahand University of Technology, PO Box 51335/1996, Tabriz, Iran Environmental Engineering Research Center (EERC), Sahand University of Technology, PO Box 51335/1996, Tabriz, Iran;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    heat exchanger networks (hens) retrofit pressure drop genetic algorithm (ga) linear programming (lp) integer linear programming (ilp);

    机译:换热网络(母鸡)改造压降遗传算法(ga)线性规划(lp)整数线性规划(ilp);
  • 入库时间 2022-08-18 00:19:56

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