Application methods for a niche genetic algorithm for design of reactive distillation processes

Hideyuki Matsumoto*, Kai Tun Lim, Chiaki Kuroda, Takehiro Yamaki, Keigo Matsuda

*この研究の対応する著者

研究成果: Conference contribution

1 被引用数 (Scopus)

抄録

A purpose of this chapter is to investigate application methods for a niche GA to design of Reactive Distillation (RD) process involving the production and separation of ethyl acetate. First, optimization system based on the Multi- Niche Crowding – Genetic Algorithm (MNC-GA) is demonstrated to be effective in searching preferable designs of RD process using multiple feeds from each reactant. It is seen that the MNC-GA allows the search to yield various design solutions without causing remarkable performance degradation for searching the best design. Thus, authors investigate application methods for utilizing the various design solutions from the viewpoint of analysis of operability of searched process. It is shown that the multiple preferable designs obtained using the MNC-GA are useful for searching more preferable designs by steady-state process simulation and for sensitivity analysis which provides us with insights to the dynamics in RD column. In addition, intermediate simulation results, which are obtained through all the generations, are demonstrated to produce informative distributed plots for the sensitivity analysis, as compared to the normalGA where the tournament-based selection method is used.

本文言語English
ホスト出版物のタイトルSOFSEM 2015
ホスト出版物のサブタイトルTheory and Practice of Computer Science - 41st International Conference on Current Trends in Theory and Practice of Computer Science, Proceedings
編集者Jeffrey W. Tweedale, Lakhmi C. Jain, Lakhmi C. Jain, Jeffrey W. Tweedale, Junzo Watada, Robert J. Howlett
出版社Springer Science and Business Media Deutschland GmbH
ページ313-326
ページ数14
ISBN(電子版)9783319135441
DOI
出版ステータスPublished - 2015
外部発表はい
イベント17th Annual Conference on Knowledge-Based and Intelligent Information and Engineering Systems, KES 2013 - Kitakyushu, Japan
継続期間: 2013 9 92013 9 11

出版物シリーズ

名前Smart Innovation, Systems and Technologies
30
ISSN(印刷版)2190-3018
ISSN(電子版)2190-3026

Conference

Conference17th Annual Conference on Knowledge-Based and Intelligent Information and Engineering Systems, KES 2013
国/地域Japan
CityKitakyushu
Period13/9/913/9/11

ASJC Scopus subject areas

  • 決定科学(全般)
  • コンピュータ サイエンス(全般)

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