Shortcut Design of Divided Wall Columns and Optimization Using Simulated Annealing Algorithm

碩士 === 國立臺灣大學 === 化學工程學研究所 === 107 === Divided wall columns (DWCs) are complicated systems for separating multicomponent mixtures. The design of DWCs is more difficult than traditional distillation columns because there are many degrees of freedom. Previous methods developed for designing DWC based...

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Main Authors: Pin-Hsun Huang, 黃品勛
Other Authors: Jeffrey D. Ward
Format: Others
Language:en_US
Published: 2019
Online Access:http://ndltd.ncl.edu.tw/handle/y54kcz
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spelling ndltd-TW-107NTU050630472019-11-16T05:28:00Z http://ndltd.ncl.edu.tw/handle/y54kcz Shortcut Design of Divided Wall Columns and Optimization Using Simulated Annealing Algorithm 利用新捷徑方法計算隔牆塔之設計參數並以模擬退火法最適化 Pin-Hsun Huang 黃品勛 碩士 國立臺灣大學 化學工程學研究所 107 Divided wall columns (DWCs) are complicated systems for separating multicomponent mixtures. The design of DWCs is more difficult than traditional distillation columns because there are many degrees of freedom. Previous methods developed for designing DWC based on empirical equations do not always work well. Therefore, a new shortcut design method is developed. Aspen Plus simulation and Window-based interface for connecting Aspen Plus and Matlab are used to calculate a preliminary design of DWCs. After that, a stochastic optimization method, a simulated annealing algorithm, is utilized to optimize the system. This algorithm has the characteristic of being a probabilistic technique that can slowly decrease of the probability of accepting worse solution and search for the global optimum solution. This method is applied to optimization problems of two DWC systems and the three types of DWC systems are compared to find which of it is the most economical process. Jeffrey D. Ward 吳哲夫 2019 學位論文 ; thesis 123 en_US
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language en_US
format Others
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description 碩士 === 國立臺灣大學 === 化學工程學研究所 === 107 === Divided wall columns (DWCs) are complicated systems for separating multicomponent mixtures. The design of DWCs is more difficult than traditional distillation columns because there are many degrees of freedom. Previous methods developed for designing DWC based on empirical equations do not always work well. Therefore, a new shortcut design method is developed. Aspen Plus simulation and Window-based interface for connecting Aspen Plus and Matlab are used to calculate a preliminary design of DWCs. After that, a stochastic optimization method, a simulated annealing algorithm, is utilized to optimize the system. This algorithm has the characteristic of being a probabilistic technique that can slowly decrease of the probability of accepting worse solution and search for the global optimum solution. This method is applied to optimization problems of two DWC systems and the three types of DWC systems are compared to find which of it is the most economical process.
author2 Jeffrey D. Ward
author_facet Jeffrey D. Ward
Pin-Hsun Huang
黃品勛
author Pin-Hsun Huang
黃品勛
spellingShingle Pin-Hsun Huang
黃品勛
Shortcut Design of Divided Wall Columns and Optimization Using Simulated Annealing Algorithm
author_sort Pin-Hsun Huang
title Shortcut Design of Divided Wall Columns and Optimization Using Simulated Annealing Algorithm
title_short Shortcut Design of Divided Wall Columns and Optimization Using Simulated Annealing Algorithm
title_full Shortcut Design of Divided Wall Columns and Optimization Using Simulated Annealing Algorithm
title_fullStr Shortcut Design of Divided Wall Columns and Optimization Using Simulated Annealing Algorithm
title_full_unstemmed Shortcut Design of Divided Wall Columns and Optimization Using Simulated Annealing Algorithm
title_sort shortcut design of divided wall columns and optimization using simulated annealing algorithm
publishDate 2019
url http://ndltd.ncl.edu.tw/handle/y54kcz
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