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Research on Intelligent Design of Geometric Factor Encoding for Aircraft Engine Turbine Structures 航空发动机涡轮结构几何因素编码智能设计研究
Pub Date : 2024-02-26 DOI: 10.3390/aerospace11030186
Wencong Xu, Hongyi Lu, Lei Zhao, Borui He
In recent years, with the rapid development of computer technology and artificial intelligence design technology, multiple possible design solutions can be quickly generated by transforming the experience and knowledge of structural design into computer executable rules and algorithms. To achieve intelligent design of aircraft engines, this paper proposes an encoding model for the turbine rotor structure of aircraft engines using geometric encoding technology. The turbine rotor structure of aircraft engines is divided into several units according to geometric similarity types, these units continue to be divided into attribute sets according to their functional types, connection relationships, and material properties. These attribute sets can be encoded using geometric encoding technology. The experiment simulated that these codes, for the point cloud modeling of turbine rotor structure, can be quickly achieved and they combine various algorithms to display the point cloud model of the turbine rotor in the Microsoft Visual studio MFC class library. The results show that by creating geometric codes for the turbine rotor of aircraft engines, it is possible to quickly create and display point cloud models of the turbine rotor structure, laying the foundation for subsequent application of machine learning to solve and find the optimal design solution.
近年来,随着计算机技术和人工智能设计技术的飞速发展,通过将结构设计的经验和知识转化为计算机可执行的规则和算法,可以快速生成多种可能的设计方案。为了实现航空发动机的智能设计,本文利用几何编码技术提出了航空发动机涡轮转子结构的编码模型。飞机发动机涡轮转子结构按几何相似类型分为若干单元,这些单元再按其功能类型、连接关系和材料属性继续分为属性集。这些属性集可以使用几何编码技术进行编码。实验模拟了这些编码,用于涡轮转子结构的点云建模,可以快速实现,并结合各种算法,在 Microsoft Visual studio MFC 类库中显示涡轮转子的点云模型。结果表明,通过创建航空发动机涡轮转子的几何代码,可以快速创建并显示涡轮转子结构的点云模型,为后续应用机器学习求解并找到最优设计方案奠定了基础。
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引用次数: 0
A Non-Global Traversal Method for Dynamic Load Rapid Localization and Identification 用于动态负载快速定位和识别的非全局遍历方法
Pub Date : 2024-02-26 DOI: 10.3390/aerospace11030185
Yixiao Li, Fang Zhang, Jinhui Jiang
Dynamic load localization and identification technology is very important in the structural design and optimization of aircraft. This paper proposes a non-global traversal method (NTM) for the fast positioning and recognition of dynamic loads on continuous beams. This method separates the load’s position and amplitude information in the modal space. Then, it constructs an interpolation function about position information, and converts load positioning to solving the zero point of the interpolation function. After determining the position of the dynamic load, the amplitude of the dynamic load is recognized. This method does not need to traverse all the position points globally, thereby greatly improving the efficiency of load positioning. Numerical simulations and experiments show that compared with the original variable separation fast positioning method (VSRPM), this method improves the calculation efficiency by more than 80% while maintaining the same recognition accuracy. NTM is a new method of great application value.
动载荷定位和识别技术在飞机结构设计和优化中非常重要。本文提出了一种非全局遍历方法(NTM),用于快速定位和识别连续梁上的动载荷。该方法在模态空间中分离了载荷的位置和振幅信息。然后,它构建了一个关于位置信息的插值函数,并将荷载定位转换为求解插值函数的零点。确定动载荷的位置后,就能识别动载荷的振幅。这种方法无需全局遍历所有位置点,从而大大提高了负载定位的效率。数值模拟和实验表明,与原有的可变分离快速定位方法(VSRPM)相比,该方法在保持相同识别精度的情况下,计算效率提高了 80% 以上。NTM 是一种极具应用价值的新方法。
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引用次数: 0
Combustion of Date Stone and Jojoba Solid Waste in a Hybrid Rocket-like Combustion Chamber 在类似火箭的混合燃烧室中燃烧枣核和荷荷巴固体废物
Pub Date : 2024-02-25 DOI: 10.3390/aerospace11030181
Saleh B. Alsaidi, J. Huh, Mohamed Y. E. Selim
The performance of two solid biomass wastes, date stone and jojoba solid waste, was experimentally examined for their potential application in combustion and propulsion systems. The fuels were tested in a hybrid rocket-like combustion environment, and the test result was analyzed with combustion and propulsion parameters. The performance of both fuels was comparatively evaluated and compared with a conventional hydrocarbon fuel in a hybrid rocket, with paraffin wax serving as a baseline. A compression device was introduced to compress the solid biomass wastes into a circular-shaped fuel grain compatible with a hybrid rocket combustion chamber with a hot surface ignitor. Thermogravimetric analysis (TGA) and chemical equilibrium analysis (CEA) results revealed that the performance of the biomass fuel can be comparable to conventionally used hydrocarbon paraffin-wax-based propellant within a certain range of oxidizer-to-fuel ratio, in terms of theoretical specific impulse performance. Through experimental performance tests, it was found that the compressed biomass fuel grains were successfully ignited and produced thrust. Both biomass fuels tested in a hybrid rocket combustion chamber are expected to pave the way for further developments in biomass fuels in the waste-to-energy field for their application in combustion and propulsion systems, potentially replacing fossil fuels with renewable resources.
实验研究了两种固体生物质废物(枣核和荷荷巴固体废物)的性能,以了解它们在燃烧和推进系统中的潜在应用。在类似混合火箭的燃烧环境中对这两种燃料进行了测试,并根据燃烧和推进参数对测试结果进行了分析。以石蜡为基准,对两种燃料的性能进行了比较评估,并与混合火箭中的传统碳氢化合物燃料进行了比较。采用压缩装置将固体生物质废料压缩成与带有热表面点火器的混合火箭燃烧室相匹配的圆形燃料颗粒。热重分析(TGA)和化学平衡分析(CEA)结果表明,就理论比冲性能而言,在一定的氧化剂燃料比范围内,生物质燃料的性能可与传统的碳氢化合物石蜡基推进剂相媲美。通过实验性能测试发现,压缩生物质燃料颗粒能成功点燃并产生推力。在混合火箭燃烧室中测试的这两种生物质燃料有望为废物变能源领域生物质燃料的进一步发展铺平道路,以便将其应用于燃烧和推进系统,从而有可能用可再生资源取代化石燃料。
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引用次数: 0
Basic Orbit Design and Maneuvers for Satellite Constellations Deployed Using Momentum Exchange Tethers 使用动量交换系绳部署卫星星座的基本轨道设计和机动操作
Pub Date : 2024-02-25 DOI: 10.3390/aerospace11030182
Ben Campbell, Lawrence Dale Thomas
This article describes a new alternative approach to satellite constellation deployment by incorporating momentum exchange tethers (METs). Traditional methods of deploying satellite constellations have limitations, typically involving costly propulsion systems and extended dispersion times. METs offer a novel solution by efficiently transferring momentum between tethered objects, reducing the need for onboard propellants and streamlining the deployment process. This article discusses orbit design and maneuvers for different mission architectures using asymmetrical and symmetrical tether release techniques to deploy satellites into designated orbits. In addition, a short walkthrough of designing one possible constellation is given, showing how quickly a MET-deployed constellation can be established in low Earth orbit (LEO). This work contributes to ongoing research investigating the applicability of METs in satellite constellation deployments, which could potentially be a new opportunity for MET technology to start seeing routine usage in the space environment, and also enable new constellation architectures that have not yet been realized.
本文介绍了一种新的卫星星座部署替代方法,即采用动量交换系绳(MET)。传统的卫星星座部署方法有其局限性,通常涉及昂贵的推进系统和较长的分散时间。动量交换系留装置提供了一种新颖的解决方案,它能在系留物体之间有效地转移动量,减少对机载推进剂的需求,并简化部署过程。本文讨论了使用非对称和对称系留释放技术将卫星部署到指定轨道的不同任务架构的轨道设计和操纵。此外,文章还简要介绍了一个可能的星座设计,展示了在低地球轨道(LEO)建立 MET 部署星座的速度有多快。这项工作有助于正在进行的研究,调查 MET 在卫星星座部署中的适用性,这有可能成为 MET 技术在空间环境中开始常规使用的一个新机会,还能实现尚未实现的新星座架构。
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引用次数: 0
Towards Structural and Aeroelastic Similarity in Scaled Wing Models: Development of an Aeroelastic Optimization Framework 实现缩比机翼模型的结构和气动弹性相似性:开发气弹优化框架
Pub Date : 2024-02-24 DOI: 10.3390/aerospace11030180
Evangelos Filippou, S. Kilimtzidis, A. Kotzakolios, Vassilis Kostopoulos
The pursuit of more efficient transport has led engineers to develop a wide variety of aircraft configurations with the aim of reducing fuel consumption and emissions. However, these innovative designs introduce significant aeroelastic couplings that can potentially lead to structural failure. Consequently, aeroelastic analysis and optimization have become an integral part of modern aircraft design. In addition, aeroelastic testing of scaled models is a critical phase in aircraft development, requiring the accurate prediction of aeroelastic behavior during scaled model construction to reduce costs and mitigate the risks associated with full-scale flight testing. Achieving a high degree of similarity between the stiffness, mass distribution and flow field characteristics of scaled models and their full-scale counterparts is of paramount importance. However, achieving similarity is not always straightforward due to the variety of configurations of modern lightweight aircraft, as identical geometry cannot always be directly scaled down. This configuration diversity has a direct impact on the aeroelastic response, necessitating the use of computational aeroelasticity tools and optimization algorithms. This paper presents the development of an aeroelastic scaling framework using multidisciplinary optimization. Specifically, a parametric Finite Element Model (FEM) of the wing is created, incorporating the parameterization of both thickness and geometry, primarily using shell elements. Aerodynamic loads are calculated using the Doublet Lattice Method (DLM) employing twist and camber correction factors, and aeroelastic coupling is established using infinite plate splines. The aeroelastic model is then integrated within an Ant Colony Optimization (ACO) algorithm to achieve static and dynamic similarity between the scaled model and the reference wing. A notable contribution of this work is the incorporation of internal geometry parameterization into the framework, increasing its versatility and effectiveness.
为了追求更高效的运输,工程师们开发了各种飞机配置,以降低油耗和排放。然而,这些创新设计引入了重要的气动弹性耦合,有可能导致结构失效。因此,气动弹性分析和优化已成为现代飞机设计不可或缺的一部分。此外,缩比模型的气动弹性测试是飞机研发的一个关键阶段,需要在缩比模型制造过程中准确预测气动弹性行为,以降低成本并减少与全尺寸飞行测试相关的风险。实现缩比模型与全尺寸模型在刚度、质量分布和流场特性方面的高度相似至关重要。然而,由于现代轻型飞机的构型多种多样,不能总是直接按比例缩小相同的几何形状,因此实现相似性并不总是那么简单。构型的多样性会直接影响气动弹性响应,因此有必要使用计算气动弹性工具和优化算法。本文介绍了利用多学科优化技术开发的气动弹性缩放框架。具体来说,主要使用壳元素创建了机翼的参数化有限元模型(FEM),其中包括厚度和几何参数。气动载荷采用双晶格法(DLM)计算,并使用扭曲和外倾角修正系数,气动弹性耦合则使用无限板花键来建立。然后将气动弹性模型集成到蚁群优化(ACO)算法中,以实现缩放模型与参考机翼之间的静态和动态相似性。这项工作的一个显著贡献是将内部几何参数化纳入框架,提高了其通用性和有效性。
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引用次数: 0
YOLOTransfer-DT: An Operational Digital Twin Framework with Deep and Transfer Learning for Collision Detection and Situation Awareness in Urban Aerial Mobility YOLOTransfer-DT:利用深度学习和迁移学习实现城市空中交通碰撞检测和态势感知的实用数字孪生框架
Pub Date : 2024-02-23 DOI: 10.3390/aerospace11030179
Nan Lao Ywet, A. A. Maw, T. Nguyen, Jae-Woo Lee
Urban Air Mobility (UAM) emerges as a transformative approach to address urban congestion and pollution, offering efficient and sustainable transportation for people and goods. Central to UAM is the Operational Digital Twin (ODT), which plays a crucial role in real-time management of air traffic, enhancing safety and efficiency. This study introduces a YOLOTransfer-DT framework specifically designed for Artificial Intelligence (AI) training in simulated environments, focusing on its utility for experiential learning in realistic scenarios. The framework’s objective is to augment AI training, particularly in developing an object detection system that employs visual tasks for proactive conflict identification and mission support, leveraging deep and transfer learning techniques. The proposed methodology combines real-time detection, transfer learning, and a novel mix-up process for environmental data extraction, tested rigorously in realistic simulations. Findings validate the use of existing deep learning models for real-time object recognition in similar conditions. This research underscores the value of the ODT framework in bridging the gap between virtual and actual environments, highlighting the safety and cost-effectiveness of virtual testing. This adaptable framework facilitates extensive experimentation and training, demonstrating its potential as a foundation for advanced detection techniques in UAM.
城市空中交通(UAM)是解决城市拥堵和污染问题的一种变革性方法,为人员和货物提供高效、可持续的运输。运行数字孪生系统(ODT)是 UAM 的核心,它在空中交通的实时管理、提高安全和效率方面发挥着至关重要的作用。本研究介绍了专为模拟环境中的人工智能(AI)培训而设计的 YOLOTransfer-DT 框架,重点关注其在现实场景中体验式学习的实用性。该框架的目标是增强人工智能培训,特别是在利用深度学习和迁移学习技术开发对象检测系统方面,该系统采用视觉任务进行主动冲突识别和任务支持。所提出的方法结合了实时检测、迁移学习和新颖的环境数据提取混合过程,并在现实模拟中进行了严格测试。研究结果验证了在类似条件下使用现有深度学习模型进行实时物体识别的有效性。这项研究强调了 ODT 框架在缩小虚拟环境与实际环境之间差距方面的价值,突出了虚拟测试的安全性和成本效益。这一适应性强的框架有利于进行广泛的实验和培训,证明了其作为 UAM 先进检测技术基础的潜力。
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引用次数: 0
Implementing and Testing a U-Space System: Lessons Learnt 实施和测试 U 型空间系统:经验教训
Pub Date : 2024-02-23 DOI: 10.3390/aerospace11030178
M. Fas-Millán, Andreas Pick, Daniel González del Río, Alejandro Paniagua Tineo, Rubén García García
Within the framework of the European Union’s Horizon 2020 research and innovation program, one of the main goals of the Labyrinth project was to develop and test the Conflict Management services of a U-space-based Unmanned Traffic Management (UTM) system. The U-space concept of operations (ConOps) provides a high-level description of the architecture, requirements and functionalities of these systems, but the implementer has a certain degree of freedom in aspects like the techniques used or some policies and procedures. The current document describes some of those implementation decisions. The prototype included part of the services defined by the ConOps, namely e-identification, Tracking, Geo-awareness, Drone Aeronautical Information Management, Geo-fence Provision, Operation Plan Preparation/Optimization, Operation Plan Processing, Strategic Conflict Resolution, Tactical Conflict Resolution, Emergency Management, Monitoring, Traffic Information and Legal Recording. Moreover, a Web app interface was developed for the operator/pilot. The system was tested in simulations and real visual line of sight (VLOS) and beyond VLOS (BVLOS) flights, with both vertical take-off and landing (VTOL) and fixed-wing platforms, while assisting final users interested in incorporating drones to support their tasks. The development and testing of the environment provided lessons at different levels: functionalities, compatibility, procedures, information, usability, ground control station (GCS) integration and aircrew roles.
在欧盟 "地平线 2020 "研究与创新计划框架内,"迷宫 "项目的主要目标之一是开发和测试基于 U 空间的无人交通管理(UTM)系统的冲突管理服务。U-space 行动概念(ConOps)对这些系统的结构、要求和功能进行了高层次的描述,但实施者在使用技术或某些政策和程序等方面有一定的自由度。本文件介绍了其中的一些实施决策。原型包括 ConOps 定义的部分服务,即电子身份识别、跟踪、地理感知、无人机航空信息管理、地理围栏提供、运行计划准备/优化、运行计划处理、战略冲突解决、战术冲突解决、应急管理、监控、交通信息和法律记录。此外,还为操作员/飞行员开发了一个网络应用程序界面。该系统通过垂直起降(VTOL)和固定翼平台进行了模拟和实际视距(VLOS)和超视距(BVLOS)飞行测试,同时为有兴趣使用无人机支持其任务的最终用户提供帮助。该环境的开发和测试提供了不同层面的经验教训:功能、兼容性、程序、信息、可用性、地面控制站(GCS)集成和机组人员角色。
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引用次数: 1
Optimal Sizing of Fuel Cell and Battery in a Direct-Hybrid for Electric Aircraft 电动飞机直接混合动力系统中燃料电池和电池的优化选型
Pub Date : 2024-02-23 DOI: 10.3390/aerospace11030176
Tobias Graf, Robin Fonk, Christian Bauer, J. Kallo, C. Willich
The climate impact of aviation can be reduced using powertrains based on hydrogen fuel cells and batteries. Combining both technologies in a direct-hybrid without a DC/DC converter is a promising approach for light-weight systems. Depending on the power demand, both the fuel cell and battery are used to provide power or only the fuel cell is connected to the powertrain. The system voltage in a direct-hybrid is determined by the fuel cell and battery, but the performance of fuel cells is affected by low-ambient pressure at high altitudes and the battery voltage is affected by state of charge and discharge rate. Taking this into account, the presented work demonstrates how a direct-hybrid system must be designed based on a scaled mission profile of a 40-seater aircraft. The fuel cell and battery are configured and sized according to the power demand in different flight phases while considering voltage limits given by the powertrain. The energy requirement from the fuel cell and the battery is calculated for a flight based on a realistic mission profile and different battery and fuel cell configurations are evaluated. By optimizing the battery and fuel cell size, the energy required from the battery was reduced by 57% and the total weight of the fuel cell and battery was reduced by 11%.
使用基于氢燃料电池和电池的动力系统可以减少航空对气候的影响。在没有直流/直流转换器的直接混合动力系统中结合这两种技术,是一种很有前途的轻型系统方法。根据电力需求,燃料电池和电池可同时提供电力,或仅将燃料电池连接到动力系统。直接混合动力系统的系统电压由燃料电池和电池决定,但燃料电池的性能会受到高海拔低气压的影响,而电池电压则会受到充电状态和放电速率的影响。考虑到这一点,本文展示了必须如何根据 40 座飞机的任务规模设计直接混合动力系统。燃料电池和电池的配置和大小根据不同飞行阶段的功率需求而定,同时考虑到动力系统的电压限制。燃料电池和电池的能量需求是根据实际任务情况计算出来的,并对不同的电池和燃料电池配置进行了评估。通过优化电池和燃料电池的尺寸,电池所需的能量减少了 57%,燃料电池和电池的总重量减少了 11%。
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引用次数: 0
Modelling of Cryopumps for Space Electric Propulsion Usage 用于太空电力推进的低温泵建模
Pub Date : 2024-02-23 DOI: 10.3390/aerospace11030177
Andreas Neumann, M. Brchnelova
Electric space propulsion is a technology that is used in a continuously increasing number of spacecrafts. The qualification of these propulsion systems has to run in ground-based test facilities which requires long testing times and powerful pumping systems. In these usually large test facilities, high pumping speeds are achieved with cryopumps. Cryopump operation is very expensive with respect to electrical energy and cooling water consumption. Therefore, being able to optimize pump shape, cold plate material, and pump placement in a chamber is beneficial. Pump design and tuned operating strategies can reduce costs and increase intervals between regeneration. Testing different pump configuration setups in a large facility is mostly prohibitive due to high costs and long testing times. Optimization via modelling is a better choice for design and also, later, for operation. Therefore, having a numerical model and proven guidelines at hand for optimization is very helpful. This paper describes a new model developed at DLR for the optimization of cryopump layout and operation. Model results are compared with cryopump operational and warm-up data. This validation is the basis for further optimization actions like multi-layer insulation layouts and pump cold plate upgrades, and helps in understanding and mitigating the detrimental effect of water condensates on the cryopump cold plates.
太空电力推进技术被越来越多的航天器所采用。这些推进系统的鉴定必须在地面测试设施中进行,这就需要较长的测试时间和强大的泵送系统。在这些通常较大的测试设施中,使用低温泵可以实现较高的泵送速度。低温泵的运行在电能和冷却水消耗方面非常昂贵。因此,优化泵的形状、冷板材料和泵在试验室中的位置非常有益。泵的设计和调整运行策略可以降低成本,延长再生间隔时间。由于成本高、测试时间长,在大型设备中测试不同的泵配置设置大多会令人望而却步。通过建模进行优化是设计和以后运行的更好选择。因此,手头有一个数值模型和经过验证的优化指南是非常有帮助的。本文介绍了德国航天中心为优化低温泵布局和运行而开发的新模型。模型结果与低温泵运行和预热数据进行了比较。这一验证为多层隔热布局和泵冷板升级等进一步优化行动奠定了基础,并有助于了解和减轻水冷凝物对低温泵冷板的不利影响。
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引用次数: 0
Numerical Investigation of an Experimental Setup for Thermoplastic Fuselage Panel Testing in Combined Loading 热塑性机身面板组合载荷测试实验装置的数值研究
Pub Date : 2024-02-22 DOI: 10.3390/aerospace11030175
Panagiotis D. Kordas, G. Lampeas, K. Fotopoulos
The main purpose of this study comprises the design and the development of a novel experimental configuration for carrying out tests on a full-scale stiffened panel manufactured of fiber-reinforced thermoplastic material. Two different test-bench design concepts were evaluated through a numerical modeling strategy, which will be validated at the next stage using a targeted series of mechanical tests. A baseline experimental setup was developed after a number of candidate configurations were numerically investigated. The supporting elements along with the load introduction systems were defined in such a way as to represent the stiffness of a fuselage barrel section and its representative loading scenarios. The test rig and the investigated thermoplastic panel were numerically simulated to acquire valuable data pertaining to deformations and stresses when subjected to different loading combinations. Two distinct load cases were numerically examined: the first case was the in-plane compression of the thermoplastic panel, while the second case consisted of an internally applied pressure load introduced via an inflatable airbag, installed under the panel. Both loading scenarios were recreated inside the numerical virtual environment in order to examine two distinct stiffening configurations as well as to determine the maximum/limit loads to be used in the planned future experimental campaign. It was concluded that the designed test rig could successfully be used for the structural evaluation of fuselage panels under representative loading conditions.
这项研究的主要目的包括设计和开发一种新型实验配置,用于对纤维增强热塑性材料制造的全尺寸加劲板进行测试。通过数值建模策略对两种不同的试验台设计概念进行了评估,并将在下一阶段通过一系列有针对性的机械测试对其进行验证。在对一些候选配置进行数值研究后,开发出了基准实验装置。支撑元件和载荷引入系统的定义方式能够代表机身桶形截面的刚度及其代表性载荷情况。对试验台架和所研究的热塑面板进行了数值模拟,以获取在不同加载组合下的变形和应力的相关宝贵数据。对两种不同的加载情况进行了数值模拟:第一种情况是热塑面板的面内压缩,第二种情况是通过安装在面板下方的充气气囊引入内部压力加载。这两种加载情况都在数值虚拟环境中进行了重现,以检验两种不同的加固配置,并确定计划中的未来实验活动中使用的最大/极限载荷。最后得出的结论是,所设计的试验台架可成功用于在具有代表性的加载条件下对机身面板进行结构评估。
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引用次数: 0
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Aerospace
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