Multidisciplinary Design Optimization of Reentry-Powered Hypersonic Vehicles Based on Surrogate Model

IF 1.1 4区 工程技术 Q3 ENGINEERING, AEROSPACE International Journal of Aerospace Engineering Pub Date : 2024-04-20 DOI:10.1155/2024/5557153
Shoudong Ma, Yuxin Yang, Yesi Chen, Hua Yang, Weifang Chen
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Abstract

Two problems exist in the study of the trajectory optimization problem of powered hypersonic gliding vehicles (HGVs) due to insufficient consideration of the overall design constraints as well as the strong couplings among relevant disciplines: (1) the engine and thrust models are not compatible with the existing HGV; (2) configuration parameters of the HGV are not included as design variables during trajectory optimization (i.e., propulsion discipline is decoupled in the process of the HGV configuration design), thus failing to fully explore the effect of power to improve the performance of the HGV. Therefore, the application of multidisciplinary design optimization (MDO) in the overall design of powered HGVs should be investigated. First, a MDO task analysis and a multidisciplinary model analysis are carried out for the powered HGV. Second, the multidisciplinary optimization problem is defined, and the couplings between disciplines of the powered HGV are analyzed so that a six-discipline model is established that is suitable for the overall design process, including the parameterized configuration geometry, aerodynamics, propulsion, mass properties, trajectory, and aerodynamic heat/thermal protection system (TPS). Finally, a surrogate model is used to replace the time-consuming accurate model, and numerical optimization examples verify the effectiveness of the method. The optimization results show that the method has a good convergence speed, which increases the gliding range of the optimized vehicle by 8.37%. In addition, by decoupling the propulsion discipline, the validation shows that the coupled propulsion discipline during the overall design can increase the range of the powered HGV by 3.87% compared to the powered HGV optimized with the decoupled propulsion discipline. The work done in this paper provides a new design idea for the overall design of a powered HGV.
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基于代理模型的再入动力高超音速飞行器多学科优化设计
在动力高超声速滑翔飞行器(HGV)的轨迹优化问题研究中,由于对总体设计约束条件考虑不足以及相关学科间的强耦合性,存在两个问题:(1)发动机和推力模型与现有HGV不兼容;(2)轨迹优化过程中未将HGV的构型参数作为设计变量(即在HGV构型设计过程中推进学科被解耦了),从而无法充分挖掘动力对提高HGV性能的作用。因此,应研究多学科设计优化(MDO)在动力重型卡车总体设计中的应用。首先,对动力重型卡车进行了 MDO 任务分析和多学科模型分析。其次,定义了多学科优化问题,并分析了动力桓车各学科之间的耦合关系,从而建立了适合总体设计过程的六学科模型,包括参数化构型几何、空气动力学、推进、质量特性、轨迹和空气动力热/热保护系统(TPS)。最后,使用代用模型取代耗时的精确模型,并通过数值优化实例验证了该方法的有效性。优化结果表明,该方法收敛速度快,优化后飞行器的滑行距离增加了 8.37%。此外,通过解耦推进学科,验证结果表明在整体设计过程中耦合推进学科可使动力重型车辆的续航里程比采用解耦推进学科优化的动力重型车辆增加 3.87%。本文所做的工作为动力重型车辆的总体设计提供了一种新的设计思路。
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来源期刊
CiteScore
2.70
自引率
7.10%
发文量
195
审稿时长
22 weeks
期刊介绍: International Journal of Aerospace Engineering aims to serve the international aerospace engineering community through dissemination of scientific knowledge on practical engineering and design methodologies pertaining to aircraft and space vehicles. Original unpublished manuscripts are solicited on all areas of aerospace engineering including but not limited to: -Mechanics of materials and structures- Aerodynamics and fluid mechanics- Dynamics and control- Aeroacoustics- Aeroelasticity- Propulsion and combustion- Avionics and systems- Flight simulation and mechanics- Unmanned air vehicles (UAVs). Review articles on any of the above topics are also welcome.
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