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Application of the microsoft excel solver tool in the optimization of distillation sequences problems

机译:Microsoft Excel求解器工具在优化蒸馏序列问题中的应用

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摘要

Distillation is a very important operation for purification and separation in Chemical Engineering field. The determination of the optimal distillation sequence is key to minimize the total investment and operating cost and it can be posed as a mixed integer-linear programming (MILP) problem. To solve them and due to the high number of variables and equations, it is required the use of specific software, for example, General Algebraic Modeling System or A Mathematical Programming Language. However, these software involve long training for the student to adequately harness them. The use of non-specialized, widespread and easy to access software programs is a good opportunity to tackle the teaching of some typical optimization problems. One of them is the Microsoft Excel Solver Tool, accessible by any engineering student who usually learn its use in the first years of their degree, so that MS-Excel is already known when students deal with optimization problems. Additionally, it is scarcely known that Microsoft Excel Solver may tackle both real and binary variables, so it is possible to leverage it for solving MILP problems. This paper presents an example of distillation sequences problem aimed to separate a mixture comprising four different compounds with a minimal operational cost (which constitutes a MILP optimization problem indeed) solved using Excel Solver tool. This methodology was taught successfully to the students of the Master of Chemical Engineering of Rey Juan Carlos University and Autonoma University of Madrid.
机译:在化学工程领域中,蒸馏对于纯化和分离是非常重要的操作。确定最佳蒸馏顺序是最大程度地减少总投资和运营成本的关键,并且可以提出混合整数线性规划(MILP)问题。为了解决这些问题,并且由于大量的变量和方程,需要使用特定的软件,例如通用代数建模系统或数学编程语言。但是,这些软件需要长期培训,以使学生充分利用它们。使用非专业,广泛且易于访问的软件程序是解决一些典型优化问题的好机会。其中之一就是Microsoft Excel规划求解工具,通常在学位课程的头几年学习的任何工程专业学生都可以使用,因此,当学生处理优化问题时,MS-Excel就已经众所周知。此外,鲜为人知的是Microsoft Excel Solver可以处理实数和二进制变量,因此可以利用它来解决MILP问题。本文提供了一个蒸馏顺序问题的示例,该示例旨在使用Excel Solver工具解决具有最小运行成本(实际上构成了MILP优化问题)的包含四种不同化合物的混合物。该方法已成功地教给了雷伊·胡安·卡洛斯大学化学工程硕士和马德里自治大学的学生。

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  • 来源
    《Computer applications in engineering education》 |2020年第2期|304-313|共10页
  • 作者

  • 作者单位

    Rey Juan Carlos Univ ESCET Grp Chem & Environm Engn GIQA Dept Chem Energy & Mech Technol C Tulipan S-N Mostoles 28933 Spain;

    Rey Juan Carlos Univ Dept Chem & Environm Technol & Analyt Chem ESCET Grp Chem & Environm Engn GIQA Mostoles Spain;

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

    distillation sequences; Excel Solver; MILP; optimization;

    机译:蒸馏顺序Excel求解器;乳汁;优化;

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