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研究生: 楊沐晨
Yang, Mu-Chen
論文名稱: 利用計算流體力學伴隨算子方法於無人戰鬥飛行載具氣動力外型優化
Unmanned Combat Aerial Vehicle Shape Optimization based on CFD Adjoint-Operator Methods
指導教授: 呂宗行
Leu, Tzong-Shyng
學位類別: 碩士
Master
系所名稱: 工學院 - 航空太空工程學系
Department of Aeronautics & Astronautics
論文出版年: 2026
畢業學年度: 114
語文別: 中文
論文頁數: 185
中文關鍵詞: Λ翼SACCON計算流體力學空氣動力學伴隨算子
外文關鍵詞: Lambda wing, SACCON, Computational Fluid Dynamics (CFD), Aerodynamics, Adjoint-Based Method
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  • 無人戰鬥飛行載具(Unmanned Combat Aerial Vehicle ,UCAV)為現代空中作戰發展的重要趨勢之一。UCAV 為一種具備執行軍事作戰任務能力的無人飛行載具,其主要任務包含戰場偵察、監視、目標打擊以及情報蒐集等,因此在現代軍事行動中扮演著日益重要的角色。UCAV 具有多種不同構型,其中Λ翼構型因具備較佳的氣動效率與隱形潛力而受到廣泛關注。本研究以 Stability And Control CONfiguration(SACCON)為研究對象,為提升其整體氣動性能,採用計算流體力學(CFD)數值模擬方法,並結合伴隨算子方法(Adjoint Method)進行外形最佳化設計,以提升飛行器之升阻比L/D為主要優化目標。
    研究結果顯示,經由伴隨方法進行外形優化後,SACCON 構型的升阻比確實獲得提升3.25%,顯示該方法在氣動性能優化上具有良好效果。初始外型在高攻角下會產生低頭力矩的現象,然而優化後的外形使得此低頭力矩驟增造成不連續現象,導致飛行器控制性有所降低。為改善此問題,本研究以 SACCON 構型為基礎,進一步提出一種具非固定前緣後掠角之新型外形設計,並設計出兩種非固定前緣後掠角外型,再將優化後 SACCON 外形的特徵整合至該新構型之中。分析結果顯示升阻比各提升2.58%及1.9%,且低頭力矩變化幅度較初始外型低,顯示飛行穩定性獲得一定程度的改善。本研究結果顯示,伴隨算子方法應用於Λ翼構型無人飛行載具之氣動外形設計具有良好潛力,可作為未來無人飛行載具氣動設計與最佳化研究之重要參考方法。

    Unmanned Combat Aerial Vehicles (UCAVs) are one of the important development trends in modern aerial warfare. A UCAV is a type of unmanned aerial vehicle capable of executing military combat missions. Its primary missions include battlefield reconnaissance, surveillance, target strike, and intelligence collection; therefore, it plays an increasingly important role in modern military operations. UCAVs have various configurations, among which the lambda-wing configuration has attracted widespread attention due to its superior aerodynamic efficiency and stealth potential. The Stability and Control Configuration (SACCON) is adopted in this study. To improve its overall aerodynamic performance, Computational Fluid Dynamics (CFD) numerical simulation methods are employed, combined with the adjoint method for shape optimization design, with the lift-to-drag ratio (L/D) as the main optimization objective.
    The results show that, after shape optimization using the adjoint method, the lift-to-drag ratio of SACCON configuration is indeed improved, with L/Dincrease of 3.25%, demonstrating that this method has good effectiveness in aerodynamic performance optimization. However, the optimized shape also leads to a reduction in the controllability of the vehicle. Due to the pitching moment discontinuity at high angle of attack. To address this issue, a nonconstant leading-edge sweep angle configuration based on the SACCON configuration is proposed. The design features a lambda-wing with a double sweep angle, commonly referred to as a “cranked lambda-wing.”. Lambda-wing with a double sweep angle design combines a high-sweep inboard section (for example from Λ1=67° to 73° in this study) and a lower-sweep outboard section (for example Λ2=53° in this study)
    The characteristics of the optimized SACCON shape are then integrated into these new lambda-wing with a double sweep angle configurations. The analysis results show lambda-wing with a double sweep angle leads to the lift-to-drag ratio increase of 2.58% for (Λ1=67° and Λ2=53°) and 1.9% (Λ1=73° and Λ2=53°), respectively, and that flight controllability compare with initial SACCON is improved to a certain extent. The results of this study indicate that the application of the adjoint method to the aerodynamic shape design of lambda-wing UCAV has good potential and can serve as an important reference method for future research on aerodynamic design and optimization of uninhabited aerial vehicles.

    摘要 ii Abstract iv 誌謝xviii 表目錄 xxii 圖目錄 xxiii 符號索引 xxxii 第一章 緒論 1 1.1 前言 1 1.2 文獻探討 3 1.2.1 三角翼 3 1.2.2 翼前緣幾何效應 6 1.2.3 Λ翼 9 1.2.4 SACCON 15 1.2.5 Adjoint method之應用 21 1.3 研究動機 24 第二章 研究方法 27 2.1 研究方法簡述 27 2.2 ANSYS Fluent簡介 27 2.3 網格類型介紹 27 2.4 連續之統御方程式 30 2.5 紊流模型 30 2.6 Adjoint method 32 第三章 幾何外型及模擬邊界條件 34 3.1 幾何外型建立 34 3.2 CFD模型與邊界條件設定 35 3.3 網格獨立性 37 3.4 模型驗證 39 3.5 Adjoint solver優化步驟 44 3.6 初步模擬結果 45 第四章 結果與討論 47 4.1 外型優化 47 4.1.1 伴隨算子方法優化結果 47 4.1.2 外型變化 48 4.1.3 模擬結果 52 4.1.4 低攻角流場 58 4.1.5 高攻角流場 64 4.1.6 高攻角渦流結構 70 4.1.7 高攻角表面摩擦線 76 4.2 改進外型 82 4.2.1 改進外型幾何 82 4.2.2 SACCON改進外型模擬結果及討論 84 4.2.3 Cranked 1(67/53°)系列外型 88 4.2.4 Cranked 1(67/53°)模擬結果 90 4.2.5 Cranked 1(67/53°)低攻角流場 93 4.2.6 Cranked 1(67/53°)高攻角流場 98 4.2.7 Cranked 1(67/53°)高攻角渦流結構 103 4.2.8 Cranked 1(67/53°)高攻角表面摩擦線 109 4.2.9 Cranked 2(73/53°)系列外型 115 4.2.10 Cranked 2(73/53°)模擬結果 117 4.2.11 Cranked 2(73/53°)低攻角流場 121 4.2.12 Cranked 2(73/53°)高攻角流場 125 4.2.13 Cranked 2(73/53°)高攻角渦流結構 129 4.2.14 Cranked 2(73/53°)高攻角表面摩擦線 136 4.3 修改及優化後外型結果討論 142 第五章 結論與未來工作 145 參考文獻 147

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