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研究生: 陳政宏
Cheng-heng Chen
論文名稱: 琥珀酸製造程序之建模與最佳化
Modeling and Optimization of the Production of Succinic Acid
指導教授: 周宜雄
Yi-Shyong Chou
口試委員: 李豪業
Hao-Yeh Lee
王逢盛
Feng-sheng wang
學位類別: 碩士
Master
系所名稱: 工程學院 - 化學工程系
Department of Chemical Engineering
論文出版年: 2014
畢業學年度: 102
語文別: 中文
論文頁數: 86
中文關鍵詞: 琥珀酸、動力模式、最適化
外文關鍵詞: Succinic acid ;kinetic model;Optimization
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琥珀酸(succinic acid)是很多石化品產的前驅物,因此利用生物技術方法生產,取代傳統的石化方式,本研究建立一組描述Actinobacillus succinogens生產琥珀酸過程的數學模式,使用基因演算法去求得參數,接下來使用最佳的數學模式,藉由基因演算法進行最適化操作條件的收尋,研究不同目標函數下的進料流率、出料流率、進料濃度、進料改變時間、出料改變時間。


Succinic acid is the precursor of petroleum products.Therefore,utilize biotechnological methods of production, to replace traditional reactions of petroleum,In the present study we conducted a set of Actinobacillus succinogensproduction process can be described by a mathematical model,parameter of model were obtained using Genetic Algorithms.Next, the best application of optimized mathematical models by Genetic Algorithms to find optimal operating conditions.According to different objective function to find the best feed flow rate, outflow rate, feed concentration, switching times for feed flow and switching times for outflow.

致謝 I 摘要 II ABSTRACT III 目錄 IV 圖目錄 VI 表目錄 VIII 第1章 緒論 9 1.1 研究背景 9 1.2 研究動機 10 1.3 研究目的 11 1.4 文獻回顧 11 第2章 微生物發酵程序 14 2.1 微生物發酵程序 14 2.2 反應器的介紹 14 2.2.1 批式發酵反應器 14 2.2.2 饋料批次發酵程序 15 2.2.3 連續式發酵程序 15 2.3 發酵程序 16 2.4 模擬VLYSIDIS ET AL. (2011)數學模式 16 第3章 模式建立與參數估計 23 3.1 前言 23 3.2 基因演算法簡介 23 3.3 參數估計 25 3.4 模式建立 27 3.4.1 模式一 30 3.4.2 模式二 34 3.4.3 模式三 38 3.4.4 模式四 42 3.4.5 模式五 46 3.5 結果與討論 50 第4章 最適化進料策略 52 4.1 前言 52 4.2 連續式發酵數學模式 53 4.3 單目標最適化進料策略 54 4.3.1 限制條件 55 4.3.2 收尋範圍 55 4.4 單目標最適化結果 57 4.5 多目標最適化 66 4.5.1 多目標最適化進料策略 67 4.6 模糊多目標規劃(FUZZY MULTIPLE OBJECTIVE PROGRAMMING) 68 4.6.1 多目標最適化結果 70 4.7 最適化結果與討論 78 第5章 結論 79 參考文獻 80 附錄A 84

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