| 研究生: |
陳情引 Chen, Ching-Yin |
|---|---|
| 論文名稱: |
運載火箭入軌的最佳推力向量控制 Optimal Thrust Vector Control for Launch Vehicle Orbit Insertion |
| 指導教授: |
楊憲東
Yang, Ciann-Dong |
| 學位類別: |
碩士 Master |
| 系所名稱: |
工學院 - 太空系統工程研究所 Institute of Space Systems Engineering |
| 論文出版年: | 2026 |
| 畢業學年度: | 114 |
| 語文別: | 中文 |
| 論文頁數: | 102 |
| 中文關鍵詞: | 軌跡最佳化 、推力向量控制 、Hermite-Simpson 直接配置法 、序列二次規劃 、農神五號運載火箭 |
| 外文關鍵詞: | trajectory optimization, thrust vector control, direct collocation, sequential quadratic programming, Saturn V launch vehicle |
| 相關次數: | 點閱:101 下載:3 |
| 分享至: |
| 查詢本校圖書館目錄 查詢臺灣博碩士論文知識加值系統 勘誤回報 |
本論文以搭載阿波羅 11 號任務的農神五號運載火箭(Saturn V,載具編號 AS-506)為研究對象,求解火箭從起飛到第三節引擎第一次燃燒結束、進入地球停泊軌道為止,燃料消耗最少的推力向量控制上升軌跡。升空過程以三自由度質點模型描述,依第一節分離、發射逃逸系統拋棄與第二節分離三個事件劃分為四個飛行階段,考慮大氣阻力並加入地球扁率於重力模型中進行模擬。
最佳軌跡數值求解分為兩個步驟:先以 Hermite-Simpson 直接配置法,將連續的最佳控制問題離散化為非線性規劃問題,再用 MATLAB 最佳化工具箱的序列二次規劃法求解。為了提升求解效率,本論文推導目標函數的解析梯度,並分析限制函數雅可比矩陣的稀疏結構,配合行著色技術,使每次評估雅可比矩陣所需的函數呼叫次數固定為常數,不隨問題規模增加而增加。初始猜測值則按飛行階段分段建立:第一節由兩參數重力轉彎的邊界值問題產生,第二節與第三節改用線性正切律的邊界值問題,求解器即以此組猜測值開始疊代。
求解出的最佳化軌跡,先與阿波羅 11 號飛行評估報告比對,以確認建立的模擬環境能重現真實飛行:在第一節外側發動機關機、第二節外側發動機關機與第三節第一次關機三個時間點,逐項檢視火箭到地心的距離、相對速度與飛行路徑角,數值量級皆與報告相符。接著,本論文比較推力向量偏轉上限 ±15°、±13° 與 ±12°(三節共用同一上限)三組設定下的解,觀察控制權限的影響;取 ±12° 為最小的一組,是因為上限再降低(±11.5°)時已求不出滿足收斂標準的解;更大的 ±20° 與 ±25° 僅列於表中以顯示趨勢。這三組解在大氣層內的機動幅度都遠大於實際飛行;三組解的入軌質量雖分別比實測值高出 0.8%、0.5% 與 0.2%,但這些節省量是在不考慮風與性能擾動的理想化條件下所得,只能視為模型內的理論值。若改採與實際飛行同屬小攻角的飛行方式——即將第一節偏轉限制在萬向節規格 ±5° 以內(對照 Apollo 11 實際測量值最大攻角 1.8°)——所得的最佳結果,和 Apollo 11 實際送入軌道的質量相比,低了約 1.1%;即使把第二、三節(近真空飛行段)的偏轉上限一路放寬到 20°,此差距仍無法補回——在本文的氣動模型下,第一節維持小攻角飛行本身就多消耗了 2,200 kg 的燃料。此約 1% 的差距,可能與質點模型本身的建模誤差有關,且 Apollo 11 實際採用的疊代導引,已相當接近最省推進劑的最佳解。最後,選取組中控制權限餘裕最大的 ±15° 解作為參考軌跡,在 Simulink 中建立含追蹤式抗飽和的比例—積分—微分控制器進行閉迴路追蹤。模擬結果顯示,加入風場擾動後,追蹤誤差雖然變大,但控制器仍能穩定跟隨參考軌跡並成功入軌,驗證這條軌跡在實作上確實可行。
This thesis computes the fuel-optimal thrust-vector-control (TVC) ascent trajectory of the Apollo 11 Saturn V launch vehicle (AS-506), from liftoff to the end of the S-IVB first burn at insertion into an Earth parking orbit. The ascent is modeled as a three-dimensional point mass over a rotating oblate Earth and is divided into four phases by S-IC separation, launch-escape-system (LES) jettison, and S-II separation. Hermite-Simpson direct collocation transcribes the optimal control problem into a nonlinear program, which is solved by sequential quadratic programming (SQP) with analytic gradients, a sparse constraint Jacobian, and phase-by-phase initial guesses built from boundary value problems. The optimized trajectory is validated against the Apollo 11 flight evaluation report. Solutions under deflection limits of ±15°, ±13°, and ±12° deliver about 0.8%, 0.5%, and 0.2% more mass to orbit than the actual flight — theoretical savings obtained by maneuvering far more aggressively inside the atmosphere than the actual vehicle did. When the first stage is instead confined to the small-angle-of-attack regime of the actual mission, the optimum falls about 1.1% below the measured insertion mass, which supports the assessment that the iterative guidance flown on Apollo 11 was already close to fuel-optimal. The ±15° solution is tracked closed-loop in Simulink by a proportional–integral–derivative (PID) controller under the measured AS-506 wind profile, confirming that the trajectory is practical to implement.
[1] R. H. Goddard, "A Method of Reaching Extreme Altitudes," Smithsonian Miscellaneous Collections, vol. 71, no. 2, pp. 1-69, 1919. [Online]. Available: https://repository.si.edu/handle/10088/23596.
[2] G. J. Culler and B. D. Fried, "Universal Gravity Turn Trajectories," Journal of Applied Physics, vol. 28, no. 6, pp. 672-676, 1957, doi: 10.1063/1.1722828.
[3] A. V. Rao, "A Survey of Numerical Methods for Optimal Control," Advances in the Astronautical Sciences, vol. 135, pp. 497-528, 2009.
[4] J. T. Betts, Practical Methods for Optimal Control and Estimation Using Nonlinear Programming, 2nd ed. Philadelphia, PA: SIAM, 2010.
[5] D. F. Lawden, Optimal Trajectories for Space Navigation. London: Butterworths, 1963.
[6] I. E. Smith, "General Formulation of the Iterative Guidance Mode," NASA George C. Marshall Space Flight Center, Huntsville, Alabama, NASA Technical Memorandum X-53414, 22 March 1966.
[7] W. T. Schleich, "Shuttle Vehicle Configuration Impact on Ascent Guidance and Control," Journal of Guidance, Control, and Dynamics, vol. 7, no. 3, pp. 338-343, May-June 1984, doi: 10.2514/3.19863.
[8] N. Ahmad, M. Hawkins, P. Von der Porten, R. Pinson, G. Dukeman, and T. Fill, "Closed Loop Guidance Trade Study for Space Launch System Block-1B Vehicle," presented at the 28th AAS/AIAA Space Flight Mechanics Meeting, Kissimmee, FL, January 8-12, 2018, 2018, AAS Paper 18-270. [Online]. Available: https://ntrs.nasa.gov/citations/20180006370.
[9] P. Lu and B. Pan, "Highly Constrained Optimal Launch Ascent Guidance," Journal of Guidance, Control, and Dynamics, vol. 33, no. 2, pp. 404-414, 2010, doi: 10.2514/1.45632.
[10] R. Chai, K. Chen, L. Cui, Y. Xia, A. Tsourdos, and G. Inalhan, Advanced Trajectory Optimization, Guidance and Control Strategies for Aerospace Vehicles. Singapore: Springer, 2023.
[11] M. Lin, Z. H. Zhang, H. Zhou, and Y. Shui, "Multiconstrained Ascent Trajectory Optimization Using an Improved Particle Swarm Optimization Method," International Journal of Aerospace Engineering, vol. 2021, p. 6647440, 2021, doi: 10.1155/2021/6647440.
[12] L. Federici, A. Zavoli, G. Colasurdo, L. Mancini, and A. Neri, "Integrated Optimization of First-Stage SRM and Ascent Trajectory of Multistage Launch Vehicles," Journal of Spacecraft and Rockets, vol. 58, no. 3, pp. 786-797, 2021, doi: 10.2514/1.A34930.
[13] C. R. Hargraves and S. W. Paris, "Direct Trajectory Optimization Using Nonlinear Programming and Collocation," Journal of Guidance, Control, and Dynamics, vol. 10, no. 4, pp. 338-342, 1987, doi: 10.2514/3.20223.
[14] J. T. Betts, "Survey of Numerical Methods for Trajectory Optimization," Journal of Guidance, Control, and Dynamics, vol. 21, no. 2, pp. 193-207, 1998, doi: 10.2514/2.4231.
[15] M. A. Patterson and A. V. Rao, "GPOPS-II: A MATLAB Software for Solving Multiple-Phase Optimal Control Problems Using hp-Adaptive Gaussian Quadrature Collocation Methods and Sparse Nonlinear Programming," ACM Transactions on Mathematical Software, vol. 41, no. 1, pp. 1-37, 2014, doi: 10.1145/2558904.
[16] L. Zhu, Y. Wang, Z. Wu, and C. Cheng, "The Intelligent Trajectory Optimization of Multistage Rocket with Gauss Pseudo-Spectral Method," Intelligent Automation & Soft Computing, vol. 33, no. 1, pp. 291-303, 2022.
[17] P. F. Gath, K. H. Well, and K. Mehlem, "Initial Guess Generation for Rocket Ascent Trajectory Optimization Using Indirect Methods," Journal of Spacecraft and Rockets, vol. 39, no. 4, pp. 515-521, 2002, doi: 10.2514/2.3864.
[18] M. Leomanni, G. Bianchini, A. Garulli, R. Quartullo, and F. Scortecci, "Optimal Low-Thrust Orbit Transfers Made Easy: A Direct Approach," Journal of Spacecraft and Rockets, vol. 58, no. 6, pp. 1904-1914, 2021, doi: 10.2514/1.A34949.
[19] Boeing Company, "Saturn V Launch Vehicle Guidance Equations, SA-504," The Boeing Company, prepared under Contract NAS8-5608 for NASA George C. Marshall Space Flight Center, Huntsville, Alabama, Operational Flight Analysis 15 July 1967.
[20] W. Haeussermann, "Description and Performance of the Saturn Launch Vehicle's Navigation, Guidance, and Control System," NASA George C. Marshall Space Flight Center, Huntsville, Alabama, 1970. [Online]. Available: https://ntrs.nasa.gov/citations/19700023342
[21] D. C. Chandler and I. E. Smith, "Development of the Iterative Guidance Mode with Its Application to Various Vehicles and Missions," Journal of Spacecraft and Rockets, vol. 4, no. 7, pp. 898-903, 1967, doi: 10.2514/3.28985.
[22] NASA George C. Marshall Space Flight Center, "Astrodynamics: Optimization Theory and Guidance Theory," NASA George C. Marshall Space Flight Center, Huntsville, Alabama, 1965. [Online]. Available: https://ntrs.nasa.gov/citations/19660013791
[23] NASA George C. Marshall Space Flight Center, "Saturn V Flight Manual SA-503," NASA George C. Marshall Space Flight Center, Huntsville, Alabama, 1968.
[24] A. F. El-Sayed, Fundamentals of Aircraft and Rocket Propulsion. London: Springer-Verlag London, 2016.
[25] R. W. Powell, J. C. Naftel, and C. I. Cruz, "Ascent Performance Issues of a Vertical-Takeoff Rocket Launch Vehicle," Journal of Spacecraft and Rockets, vol. 28, no. 2, pp. 179-183, 1991, doi: 10.2514/3.26227.
[26] NASA, "Saturn V Launch Vehicle Flight Evaluation Report AS-506 Apollo 11 Mission," NASA George C. Marshall Space Flight Center, Huntsville, Alabama, 1969.
[27] 胡雋, "混合運載火箭的入軌模擬," 碩士論文, 國立成功大學航空太空工程學系, 台南, 2024.
[28] G. R. Hintz, Orbital Mechanics and Astrodynamics: Techniques and Tools for Space Missions, 2nd ed. Cham, Switzerland: Springer Nature Switzerland AG, 2023.
[29] National Imagery and Mapping Agency, "Department of Defense World Geodetic System 1984: Its Definition and Relationships with Local Geodetic Systems," National Imagery and Mapping Agency, St. Louis, MO, 2000/01/03/ 2000.
[30] C. E. Walker, "Results of Several Experimental Investigations of the Static Aerodynamic Characteristics for the Apollo/Saturn 5 Launch Vehicle," NASA George C. Marshall Space Flight Center, Huntsville, Alabama, 1968/08/21 1968. [Online]. Available: https://ntrs.nasa.gov/citations/19690009748
[31] G. A. Dukeman and A. D. Hill, "Rapid Trajectory Optimization for the Ares I Launch Vehicle," in AIAA Guidance, Navigation and Control Conference and Exhibit, Honolulu, Hawaii, 2008/08/18 2008: American Institute of Aeronautics and Astronautics, doi: 10.2514/6.2008-6288.
[32] T. F. Coleman and J. J. Moré, "Estimation of Sparse Jacobian Matrices and Graph Coloring Problems," SIAM Journal on Numerical Analysis, vol. 20, no. 1, pp. 187-209, 1983, doi: 10.1137/0720013.