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研究生: 廖哲佑
Liao, Che-Yu
論文名稱: 微藻油轉化永續航空燃料製程之延伸異構化動力學建模與燃料性質預測
Extended Isomerization–Cracking Kinetic Modeling and Fuel Property Prediction for Microalgae Oil Conversion to Sustainable Aviation Fuel
指導教授: 李瑞元
Lee, Jui-Yuan
學位類別: 碩士
Master
系所名稱: 工學院 - 化學工程學系
Department of Chemical Engineering
論文出版年: 2026
畢業學年度: 114
語文別: 中文
論文頁數: 72
中文關鍵詞: 永續航空燃料 、微藻油 、異構化裂解動力學
外文關鍵詞: Sustainable Aviation Fuel, Microalgae Oil, Isomerization–Cracking Kinetics
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  • 隨著全球航空運輸需求持續增加,航空產業之碳排放問題日益受到重視。由於航空燃料需具備高能量密度與良好低溫流動性,使航空部門相較其他運輸系統更難以透過全面電動化方式達成減碳目標。因此,永續航空燃料被視為目前最具實際應用潛力之替代燃料之一。其中,加氫處理酯與脂肪酸路徑因技術成熟度高、可銜接既有煉油製程,且適合處理油脂類原料,成為目前重要的 SAF 製程之一。微藻油具有高產油率、不與糧食作物競爭及可吸收二氧化碳等優點,其脂肪酸組成亦以 C16 與 C18 長鏈脂肪酸為主,適合作為 HEFA 製程之生質油脂原料。
    在 HEFA 製程中,油脂首先經由加氫脫氧反應去除氧原子,生成以 C15-C18 為主之長鏈正構烷烴;後續再透過異構化與裂解反應調整碳數分布與支鏈結構,以改善航空燃料之凝固點、密度與熱值等關鍵性質。然而,過去 SAF 製程模擬研究中,異構化與裂解步驟常以簡化方式處理,例如使用固定產率反應器、僅考慮單一 C16 組分之異構化反應,或將裂解產物限制於 C8 以上,可能造成產物分布與燃料物性預測失真。因此,本研究以 Aspen Plus 建立微藻油轉化 SAF 之 HEFA 製程模擬架構,並結合 MATLAB 進行參數回歸與模型最佳化;同時將異構化與裂解反應網絡由 C16 延伸至 C15-C18,並將裂解最低產物延伸至 C4,以更完整描述長鏈烷烴之反應行為。
    結果顯示,本研究所建立之延伸模型可有效改善產物分布預測準確性,其平均絕對誤差為 4.24%。進一步進行 HEFA 製程放大模擬後發現,不同異構化與裂解模型會顯著影響燃料物性預測,本研究延伸模型可得到較合理之 C4–C18 產物分布,其預測凝固點為 −39.19 °C,密度為 736.23 kg/m³。綜合而言,本研究證實完整異構化與裂解反應網絡對 SAF 製程模擬與燃料性質預測具有重要影響,並可作為後續製程設計與放大評估之參考。

    With the continuous growth of global air transportation, reducing carbon emissions from the aviation sector has become increasingly important. Sustainable aviation fuel (SAF) is considered one of the most practical alternatives to conventional jet fuel. Among various SAF pathways, hydroprocessed esters and fatty acids (HEFA) is a mature technology suitable for converting lipid-based feedstocks such as microalgae oil. In this study, Aspen Plus was used to establish a HEFA process model, while MATLAB was integrated for kinetic parameter regression and optimization. The conventional C16 isomerization–cracking kinetic model was extended to C15–C18 hydrocarbons, and the minimum cracking product was expanded to C4. For multiple feasible cracking pathways, the overall cracking kinetic constant was evenly distributed among individual pathways to avoid artificially increasing the total cracking rate. Three kinetic models were compared using mean absolute error (MAE). The proposed model achieved the lowest MAE of 4.24%, indicating improved agreement with experimental product distributions. Fuel properties were subsequently evaluated under an ideal separation assumption, where only the C8–C16 hydrocarbon fraction was considered as the SAF product. The proposed model predicted a freezing point of −39.19 °C, a density of 736.23 kg/m³, and a specific energy of approximately 47.6 MJ/kg, demonstrating the importance of reaction-network completeness in SAF property prediction.

    摘要 I Extended Abstract II 誌謝 VI 目錄 VII 表目錄 X 圖目錄 XI 第一章 緒論 1 3.1 研究背景 1 3.2 研究動機與目的 2 第二章 文獻回顧 3 4.1 永續航空燃料概述 3 4.2 微藻油作為SAF原料之潛力 7 4.2.1 微藻油與其他油脂原料之產油率比較 8 4.2.2 相較其他植物油的優勢 9 4.3 HEFA製程與反應機制 11 4.3.1 加氫脫氧反應機制 11 4.3.2 異構化與裂解反應機制 12 4.4 HEFA-SAF製程模擬方法與模型限制 13 4.4.1 產率反應器模型 13 4.4.2 單一C16異構化模型假設 14 4.4.3 C8限制裂解模型假設 15 4.5 航空燃料規範 16 4.6 模擬退火法與參數最佳化 18 第三章 研究方法 19 5.1 研究方法 19 5.1.1 研究目標 19 5.1.2 研究方法及流程 20 5.2 模擬平台與參數最佳化工具 20 5.2.1 Aspen Plus模擬製程平台 20 5.2.2 Aspen Plus連結MATLAB 21 5.2.3 參數回歸與最佳化 21 5.3 微藻油脂肪酸組成與進料設定 22 5.4 反應動力學模型與參數建立 22 5.4.1 加氫脫氧反應網絡 22 5.4.2 加氫脫氧反應速率式與動力學參數 24 5.4.3 加氫脫氧動力學模型驗證 25 5.4.4 異構化與裂解反應網絡 27 5.4.5 異構化與裂解反應速率式與動力學參數 28 5.4.6 異構化與裂解動力學模型驗證 28 5.5 延伸異構化與裂解模型假設與合理性說明 29 5.5.1 C16動力學參數延用至C15-C18長鏈烷烴之假設 30 5.5.2 裂解最低產物設定為C4之假設 30 5.5.3 裂解產物維持支鏈烷烴之假設 31 5.6 HEFA 製程模擬與燃料物性估算方法 31 5.6.1 HEFA 製程模擬與操作條件 31 5.6.2 密度估算方法 33 5.6.3 凝固點估算方法 34 5.6.4 熱值估算方法 35 第四章 結果與討論 36 6.1 產物分布結果 36 6.1.1 不同動力學模型對C15-C18產物分布預測之影響 36 6.1.2 裂解範圍對C4-C14產物分布之影響 39 6.2 製程與燃料物性結果 42 6.2.1 HEFA製程放大模擬與反應器出口組成分析 42 6.2.2 不同動力學模型對SAF燃料物性預測之影響 46 6.2.3 模擬燃料物性與文獻之比較 49 第五章 結論與未來工作 51 7.1 結論 51 7.2 未來工作 53 參考文獻 54

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