4.5 Article

Multi-objective optimization using MS Excel with an application to design of a falling-film evaporator system

期刊

FOOD AND BIOPRODUCTS PROCESSING
卷 90, 期 C2, 页码 123-134

出版社

ELSEVIER
DOI: 10.1016/j.fbp.2011.02.005

关键词

Multi-objective optimization; MS Excel; NSGA-II; Falling-film evaporator; Milk concentration

向作者/读者索取更多资源

There are a number of multi-objective optimization (MOO) methods and programs, as well as many applications of MOO in food engineering. However, almost all these applications have been done using programs/platforms that are not readily used on the industry. On the other hand, engineers are familiar with MS Excel and use it in both research and industrial practice. Hence, in this work, an Excel-based MOO (EMOO) program is developed based on the elitist non-dominated sorting genetic algorithm (NSGA-II) and tested on benchmark problems. It is then applied for MOO of design of a falling-film evaporator system, consisting of a pre-heater, evaporator, vapor condenser and steam jet ejector, for milk concentration. The EMOO program gave well-distributed Pareto-optimal solutions for the MOO problems tested. Design equations and results for two bi-objective optimization problems are presented and discussed. (C) 2011 The Institution of Chemical Engineers. Published by Elsevier B.V. All rights reserved.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.5
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

暂无数据
暂无数据