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Investigation of Vaned-Recessed Casing Treatment in a Low-Speed Axial Flow Compressor, Part I: Time-Averaged Results 低速轴流压气机匣叶片凹槽处理的研究,第一部分:时间平均结果
IF 0.1 4区 工程技术 Q4 Engineering Pub Date : 2023-08-28 DOI: 10.3390/aerospace10090764
M. Akhlaghi, Y. Azizi
This paper investigates the effects of two modifications to a vaned recessed casing treatment. First, the shape of a circular curve was used in the top of the treated casing. Second, a fully curved guide vane was also applied. The goals of the modifications are to enhance the flow recirculation as well as to relieve the low-speed flow, which is normally accumulated within the corners of the vaned recessed casing treatment. The solid casing in addition to the two vaned recessed configurations with 23.2% and 53.5% rotor blade tip axial chord exposure have been studied numerically. The results indicated that two mechanisms are involved in the stall margin enhancement. First, the circumferential pressure gradient is reduced for both configurations. The reduction in pressure gradient largely reduces the development of tip leakage vortex and, thus, the generation of low-speed fluid is diminished. Second, the main flow/tip leakage interface moves toward downstream and the movement of interface toward the leading edge is delayed. The second configuration with a greater rotor blade tip exposure enables extra flow recirculation due to decreasing surface area and, therefore, could be superior to the application of the first casing treatment configuration. The major streamlines within the casing treatment are also discussed. The time-averaged results are presented in this paper, while the unsteady results including instantaneous flow fields, origins of the unsteadiness and frequency analysis are discussed in part II.
本文研究了两种改型对叶片凹陷机匣处理的影响。首先,在处理后的套管顶部采用圆形曲线形状。其次,采用全弯曲导叶。这些改进的目的是为了加强流动再循环,并缓解低速流动,低速流动通常积聚在叶片凹陷套管处理的角落内。本文对实心机匣以及动叶尖轴向弦暴露率分别为23.2%和53.5%的两种叶片凹槽构型进行了数值研究。结果表明,失速裕度的增加涉及两种机制。首先,两种结构的周向压力梯度都减小了。压力梯度的减小极大地抑制了叶尖泄漏涡的发展,从而减少了低速流体的产生。其次,主流/叶尖泄漏界面向下游移动,界面向前缘移动延迟。第二种配置具有更大的转子叶片尖端暴露,由于表面积减少,可以实现额外的流动再循环,因此可能优于第一种套管处理配置的应用。还讨论了套管处理中的主要流线。本文给出了时间平均结果,第二部分讨论了非定常结果,包括瞬时流场、非定常来源和频率分析。
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引用次数: 0
Combustion Characteristics of a Swirl-Radial-Injection Composite Fuel Grain with Applications in Hybrid Rockets 旋流-径向喷射复合燃料颗粒燃烧特性及其在混合动力火箭上的应用
IF 0.1 4区 工程技术 Q4 Engineering Pub Date : 2023-08-28 DOI: 10.3390/aerospace10090759
Ruoyan Wang, Xin Lin, Zezhong Wang, Kun Wu, Zelin Zhang, Jiaxiao Luo, Fei Li, Xilong Yu
The combustion characteristics of a swirl-radial-injection composite fuel grain were experimentally and numerically investigated. This composite grain permits swirl-radial oxidizer injection based on three hollow helical blades, each having a constant hollow space allowing uniform oxidizer injection into the main chamber along the axial direction. The oxidizer enters from channel inlets located along a hollow outer wall. This wall, together with the three blades, is fabricated as one piece from acrylonitrile-butadiene-styrene using three-dimensional printing. Paraffin-based fuel is embedded in the spaces between adjacent blades. Firing tests were conducted with gaseous oxygen as the oxidizer, using oxidizer mass flow rates ranging from 7.45 to 30.68 g/s. Paraffin-based fuel grains using conventional fore-end injection were used for comparison. Regression rate boundaries were determined taking into account the erosion of the oxidizer channels. The data show that the regression rate was significantly increased even at the lower limit. Images of the combustion chamber flame and of the exhaust plume were also acquired. The flame was found to be concentrated in the main chamber and a smoky plume was observed, consistent with the high regression rate. A three-dimensional simulation was employed. The present design was found to improve fuel/oxidizer mixing and combustion efficiency compared with a fuel grain using fore-end injection. Both the experimental results and numerical simulations confirmed the potential of this swirl-radial-injection fuel grain.
对涡旋-径向喷射复合燃料颗粒的燃烧特性进行了实验和数值研究。这种复合颗粒允许基于三个中空螺旋叶片的涡流径向氧化剂注入,每个叶片都有一个恒定的中空空间,允许沿轴向均匀地将氧化剂注入主腔室。氧化剂从沿中空外墙的通道入口进入。这面墙,连同三个叶片,是用三维打印技术由丙烯腈-丁二烯-苯乙烯制成的一个整体。石蜡基燃料嵌在相邻叶片之间的空隙中。在7.45 ~ 30.68 g/s的质量流量范围内,以气态氧为氧化剂进行了烧制试验。采用常规前端喷射的石蜡基燃料颗粒进行比较。考虑到氧化剂通道的侵蚀,确定了回归速率边界。数据表明,即使在下限,回归速率也显著提高。还获得了燃烧室火焰和排气羽流的图像。发现火焰集中在主腔内,并观察到烟羽,与高回归率一致。采用三维模拟。与使用前端喷射的燃料颗粒相比,目前的设计改进了燃料/氧化剂混合和燃烧效率。实验结果和数值模拟结果都证实了这种涡旋径向喷射燃料颗粒的潜力。
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引用次数: 0
Investigation of Vaned-Recessed Casing Treatment in a Low-Speed Axial-Flow Compressor, Part II: Unsteady Results 低速轴流压气机匣叶片凹槽处理的研究,第二部分:非定常结果
IF 0.1 4区 工程技术 Q4 Engineering Pub Date : 2023-08-28 DOI: 10.3390/aerospace10090763
M. Akhlaghi, Y. Azizi
In this paper, unsteady characteristics of a modified vaned-recessed casing treatment with 23.2% rotor blade tip axial chord exposure were studied numerically. The modifications to the traditional vaned-recessed casing treatments were composed of geometrical amendments to the casing treatment’s guide vanes and the top of the treated casing. The solid casing and the casing treatment configurations were simulated using the Unsteady Reynolds-Averaged Navier–Stokes equations (URANS), and the results were validated by experimental results. Firstly, standard deviation and frequency analysis were performed to find the sources of unsteadiness. Secondly, velocity components analysis, including velocity triangles, was presented instantaneously to clarify their effects on rotor tip flow fields as well as stall margin improvement. Thirdly, unsteady interactions between the rotor and casing treatment flow fields, including flow structure and pressure distributions, were discussed. In the end, flow streamline patterns, in addition to the physical mechanism of the vaned-recessed casing treatment, were also discussed. The results indicated that unsteadiness plays an important role in the flow mechanism and cannot be ignored. The unsteadiness increases as the mass flow is reduced toward the stall/surge condition. Moreover, the analysis of velocity components demonstrated that the casing treatment has distinct behavior at the last operating points before the onset of the stall for solid casing and casing treatment configurations in terms of axial velocity change.
本文对23.2%动叶尖轴向弦暴露的改进型叶槽机匣非定常特性进行了数值研究。对传统叶片凹槽套管处理的改进包括对套管处理导叶和处理套管顶部的几何修正。采用非定常reynolds - average Navier-Stokes方程(URANS)对固体套管和套管处理构型进行了模拟,并通过实验验证了模拟结果。首先,进行标准差分析和频率分析,找出不稳定的来源。其次,进行了速度分量分析,包括速度三角形分析,阐明了速度分量对旋翼叶尖流场及失速裕度改善的影响;第三,讨论了转子与机匣处理流场的非定常相互作用,包括流场结构和压力分布。最后,讨论了叶片凹陷套管处理的流线形态和物理机理。结果表明,非定常在流动机理中起着不可忽视的重要作用。当质量流量减小到失速/喘振状态时,非定常性增加。此外,速度分量分析表明,在失速开始前的最后操作点,固体套管和套管处理配置在轴向速度变化方面具有不同的行为。
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引用次数: 0
Condition-Based Maintenance in Aviation: Challenges and Opportunities 航空状态维修:挑战与机遇
IF 0.1 4区 工程技术 Q4 Engineering Pub Date : 2023-08-28 DOI: 10.3390/aerospace10090762
W. Verhagen, B. F. Santos, F. Freeman, Paul van Kessel, D. Zarouchas, T. Loutas, R. Yeun, I. Heiets
Condition-Based Maintenance (CBM) is a policy that uses information about the health condition of systems and structures to identify optimal maintenance interventions over time, increasing the efficiency of maintenance operations. Despite CBM being a well-established concept in academic research, the practical uptake in aviation needs to catch up to expectations. This research aims to identify challenges, limitations, solution directions, and policy implications related to adopting CBM in aviation. We use a generalizable and holistic assessment framework to achieve this aim, following a process-oriented view of CBM development as an aircraft lifecycle management policy. Based on various inputs from industry and academia, we identified several major sets of challenges and suggested three primary solution categories. These address data quantity and quality, CBM implementation, and the integration of CBM with future technologies, highlighting future research and practice directions.
基于状态的维护(CBM)是一种利用有关系统和结构健康状况的信息来确定最佳维护干预措施的策略,从而提高维护操作的效率。尽管CBM在学术研究中是一个成熟的概念,但在航空领域的实际应用需要赶上预期。本研究旨在找出在航空领域采用信任措施所面临的挑战、限制、解决方向和政策意义。为了实现这一目标,我们采用了一种可概括的整体评估框架,并将CBM开发过程视为飞机生命周期管理政策。基于工业界和学术界的各种投入,我们确定了几组主要挑战,并提出了三种主要解决方案类别。从数据的数量和质量、CBM的实施、CBM与未来技术的融合等方面阐述了未来的研究和实践方向。
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引用次数: 0
Experiment and Numerical Simulation on Damage Behavior of Honeycomb Sandwich Composites under Low-Energy Impact 蜂窝夹层复合材料低能冲击损伤行为试验与数值模拟
IF 0.1 4区 工程技术 Q4 Engineering Pub Date : 2023-08-27 DOI: 10.3390/aerospace10090756
Xiaoxia Zheng, Bohan He, Yuexian Zou, Q. Yang, Yupeng Cao, Zhiqiang Li, Yaokun Han
It is well-established that the honeycomb sandwich composite structures are easily prone to damage under low-energy impact. Consequently, it would lead to a dramatic decrease in structural load-bearing capacity and a threat to overall safety. Both experimental and numerical simulations are carried out to investigate the impact damage behavior of honeycomb sandwich composite specimens. The damage mode, damage parameters, and contact force-time curves of three types of panel materials with T300, T700, and T800 are obtained under different impact energies of 10 J, 20 J, and 40 J by the drop-weight impact experiment. Moreover, digital image correlation (DIC) tests are used to measure the deformation and strain of the lower panel. The experimental results reveal that the degree of damage increases with increasing impact energy. Particularly, the T300 panel specimen exhibits visible fiber fracture when subjected to an impact energy of 40 J. The impact process involves matrix cracking, fiber fracture, and delamination of the upper panel occurring first, followed by immediate crush damage to the honeycomb core and, finally, slight fiber damage to the lower panel. Due to its higher strength, the T800 panel specimen exhibits the highest damage resistance compared to the T700 and T300 panel specimens. To consider the microscopic failure criteria and various types of contact during the impact process, a finite element model of honeycomb sandwich composites is established, and numerical simulation analysis of low-energy impact is performed to determine the damage mode, damage size, and contact-force curves. Comparative analysis demonstrates good agreement between the simulation and experimental results. The findings of this study provide valuable technical support for the widespread application of honeycomb sandwich composites in the aviation field.
研究表明,蜂窝夹层复合材料结构在低能冲击下易发生损伤。因此,它将导致结构承载能力急剧下降,并对整体安全构成威胁。通过实验和数值模拟研究了蜂窝夹层复合材料试件的冲击损伤行为。通过落锤冲击实验,得到了T300、T700、T800三种类型面板材料在10 J、20 J、40 J不同冲击能量下的损伤模式、损伤参数和接触力-时间曲线。此外,采用数字图像相关(DIC)测试方法测量了下面板的变形和应变。实验结果表明,随着冲击能量的增大,损伤程度增大。特别是,当受到40 j的冲击能量时,T300面板样品显示出明显的纤维断裂。冲击过程包括首先发生基体开裂、纤维断裂和上层面板分层,其次是蜂窝芯的立即挤压损伤,最后是下层面板的轻微纤维损伤。由于其更高的强度,与T700和T300面板样品相比,T800面板样品具有最高的抗损伤性。考虑冲击过程中微观破坏准则和多种接触形式,建立蜂窝夹层复合材料有限元模型,进行低能冲击数值模拟分析,确定损伤模式、损伤尺寸和接触-力曲线。对比分析表明,仿真结果与实验结果吻合较好。研究结果为蜂窝夹层复合材料在航空领域的广泛应用提供了有价值的技术支持。
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引用次数: 0
Air Channel Planning Based on Improved Deep Q-Learning and Artificial Potential Fields 基于改进深度q -学习和人工势场的风道规划
IF 0.1 4区 工程技术 Q4 Engineering Pub Date : 2023-08-27 DOI: 10.3390/aerospace10090758
Jie Li, Di Shen, Fu-ping Yu, Renmeng Zhang
With the rapid advancement of unmanned aerial vehicle (UAV) technology, the widespread utilization of UAVs poses significant challenges to urban low-altitude safety and airspace management. In the coming future, the quantity of drones is expected to experience a substantial surge. Effectively regulating the flight behavior of UAVs has become an urgent and imperative issue that needs to be addressed. Hence, this paper proposes a standardized approach to UAV flight through the design of an air channel network. The air channel network comprises numerous single air channels, and this study focuses on investigating the characteristics of a single air channel. To achieve optimal outcomes, the concept of the artificial potential field algorithm is integrated into the deep Q-learning algorithm during the establishment of a single air channel. By improving the action space and reward mechanism, the resulting single air channel enables efficient avoidance of various buildings and obstacles. Finally, the algorithm is assessed through comprehensive simulation experiments, demonstrating its effective fulfillment of the aforementioned requirements.
随着无人机技术的快速发展,无人机的广泛应用对城市低空安全和空域管理提出了重大挑战。在未来,无人机的数量预计将大幅增加。有效规范无人机的飞行行为已成为一个迫切需要解决的问题。因此,本文提出了一种标准化的无人机飞行方法,即设计航路网络。空气通道网络由许多单个空气通道组成,本研究的重点是研究单个空气通道的特性。为了达到最优效果,在建立单个风道的过程中,将人工势场算法的概念融入深度q -学习算法中。通过改进行动空间和奖励机制,由此产生的单一空气通道可以有效地避开各种建筑物和障碍物。最后,通过综合仿真实验对该算法进行了评估,证明该算法有效地实现了上述要求。
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引用次数: 1
Robust Controller Design for a Generic Helicopter Model: An AI-Aided Application for Terrain Avoidance 通用直升机模型鲁棒控制器设计:人工智能辅助地形规避应用
IF 0.1 4区 工程技术 Q4 Engineering Pub Date : 2023-08-27 DOI: 10.3390/aerospace10090757
Barış Başpınar
This paper focuses on robust controller design for a generic helicopter model and terrain avoidance problem via artificial intelligence (AI). The helicopter model is presented as a hybrid system that covers hover and forward dynamics. By defining a set of easily accessible parameters, it can be used to simulate the motion of different helicopter types. A robust control structure based on reinforcement learning is proposed to ensure the system is robust against model parameter uncertainties. The developed generic model can be utilized in many helicopter applications that have been attempted to be solved with sampling-based algorithms or reinforcement learning approaches that take the dynamical constraints into consideration. This study also focuses on the helicopter terrain avoidance problem to illustrate how the model can be useful in these types of applications and provide an artificial intelligence-aided solution to terrain avoidance.
本文主要研究了通用直升机模型的鲁棒控制器设计和基于人工智能的地形回避问题。直升机模型是一个包含悬停动力学和前向动力学的混合系统。通过定义一组易于访问的参数,它可以用来模拟不同类型直升机的运动。为了保证系统对模型参数的不确定性具有鲁棒性,提出了一种基于强化学习的鲁棒控制结构。所开发的通用模型可用于许多直升机应用,这些应用已尝试使用基于采样的算法或考虑动态约束的强化学习方法来解决。本研究还将重点放在直升机地形回避问题上,以说明该模型如何在这些类型的应用中发挥作用,并提供人工智能辅助的地形回避解决方案。
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引用次数: 1
Feasibility and Performance Analysis of High-Energy-Density Hydrocarbon-Fueled Turboexpander Engine 高能量密度碳氢燃料涡轮膨胀发动机的可行性及性能分析
IF 0.1 4区 工程技术 Q4 Engineering Pub Date : 2023-08-25 DOI: 10.3390/aerospace10090753
Jin Gao, Ziyi Kang, Weiheng Sun, Youyin Wang, Junlong Zhang, W. Bao
With the in-depth research on hypersonic aerodynamics and hypersonic propulsion technology, humans are growing closer to space travel. Recent studies have shown that the pre-cooled air-turborocket (ATR) or turboexpander engines are some of the potential propulsion methods for reusable space vehicles and single stage-to-orbit (SSTO) missions because they have a high specific impulse at low Mach numbers, which can overcome the problem of the “thrust gap” in turbine-based combined-cycle (TBCC) engines. The ATR engine needs an additional oxidizing agent and the turboexpander engine usually uses hydrogen as fuel, which has low energy density and poor safety. To address this problem, this paper proposed a high-energy-density (HED) hydrocarbon-fueled turboexpander engine, and its feasibility has been proven through a simplified thermodynamic model. Through detailed thermodynamic analysis based on the energy and pressure balance, this paper analyzed the performance characteristics of the engine to evaluate its capacity to work in a wide speed range at low Mach numbers. The results show that the endothermic hydrocarbon-fueled turboexpander engine has good specific impulse in Mach 0∼4 at an equivalence ratio of 0.7∼1.3, and the turboexpander engine can be combined with the dual-mode scramjet and become an efficient acceleration method for SSTO missions and the reusable spacecraft.
随着高超声速空气动力学和高超声速推进技术研究的深入,人类离太空旅行越来越近。近年来的研究表明,预冷式空气-涡轮增压发动机(ATR)或涡轮膨胀发动机在低马赫数下具有高比冲,可以克服涡轮联合循环(TBCC)发动机的“推力间隙”问题,是可重复使用航天飞行器和单级入轨(SSTO)任务的潜在推进方式。ATR发动机需要附加氧化剂,涡轮膨胀发动机通常使用氢作为燃料,能量密度低,安全性差。针对这一问题,本文提出了一种高能量密度(HED)碳氢燃料涡轮膨胀发动机,并通过简化的热力学模型验证了其可行性。本文通过基于能量和压力平衡的详细热力学分析,分析了发动机的性能特征,以评估其在低马赫数下大转速范围工作的能力。结果表明,吸热式碳氢燃料涡轮膨胀发动机在0 ~ 4马赫时具有良好的比冲,当量比为0.7 ~ 1.3,可与双模超燃冲压发动机相结合,成为SSTO任务和可重复使用航天器的有效加速方法。
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引用次数: 0
LoRa-Based Low-Cost Nanosatellite for Emerging Communication Networks in Complex Scenarios 用于复杂场景下新兴通信网络的基于lora的低成本纳米卫星
IF 0.1 4区 工程技术 Q4 Engineering Pub Date : 2023-08-25 DOI: 10.3390/aerospace10090754
Raúl Parada, Victor Monzon Baeza, David N. Barraca-Ibort, Carlos Monzo
Wireless broadband coverage has reached 95% worldwide. However, its trend is expected to stay the same in the following years, presenting challenges for scenarios such as remote villages and their surrounding environments. Inaccessibility to these areas for installing terrestrial base stations is the main challenge to bridge the connectivity gap. In addition, there are emergencies, for instance, earthquakes or war areas, that require a fast communication reaction by developing networks that are less susceptible to disruption. Therefore, we propose a low-cost, green-based nanosatellite system to provide complete coverage in hard-to-reach areas using long-range communication. The system comprises a pilot station, a base station, and a CubeSat with sensor data collector capabilities acting as a repeater. Our system can be built within hours with a 3D printer using common material, providing a flexible environment where components can be replaced freely according to user requirements, such as sensors and communication protocols. The experiments are performed in Spain by two test sets validating the communication among all components, with RSSI values below −148 dBm and the longest distance above 14 km. We highlight the reduction in the environmental impact of this proposal using a balloon-based launch platform that contributes to sustainable development.
全球无线宽带覆盖率达到95%。然而,这一趋势预计将在未来几年保持不变,给偏远村庄及其周边环境等场景带来挑战。无法进入这些地区安装地面基站是弥补连接差距的主要挑战。此外,还有一些紧急情况,例如地震或战区,需要通过发展不易受干扰的网络来快速反应。因此,我们提出了一种低成本、基于绿色的纳米卫星系统,利用远程通信在难以到达的地区提供完全覆盖。该系统包括一个导频站、一个基站和一个具有传感器数据采集能力的立方体卫星(CubeSat)作为中继器。我们的系统可以在几个小时内用普通材料用3D打印机建立,提供一个灵活的环境,组件可以根据用户的要求自由更换,如传感器和通信协议。在西班牙进行了两组试验,验证了各部件之间的通信,RSSI值低于- 148 dBm,最远距离在14 km以上。我们强调,该提案使用一个有助于可持续发展的气球发射平台,以减少对环境的影响。
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引用次数: 1
Assessment of Asteroid Classification Using Deep Convolutional Neural Networks 基于深度卷积神经网络的小行星分类评估
IF 0.1 4区 工程技术 Q4 Engineering Pub Date : 2023-08-25 DOI: 10.3390/aerospace10090752
V. Bâcu, C. Nandra, A. Sabou, T. Stefanut, D. Gorgan
Near-Earth Asteroids represent potential threats to human life because their trajectories may bring them in the proximity of the Earth. Monitoring these objects could help predict future impact events, but such efforts are hindered by the large numbers of objects that pass in the Earth’s vicinity. Additionally, there is also the problem of distinguishing asteroids from other objects in the night sky, which implies sifting through large sets of telescope image data. Within this context, we believe that employing machine learning techniques could greatly improve the detection process by sorting out the most likely asteroid candidates to be reviewed by human experts. At the moment, the use of machine learning techniques is still limited in the field of astronomy and the main goal of the present paper is to study the effectiveness of deep convolutional neural networks for the classification of astronomical objects, asteroids in this particular case, by comparing some of the well-known deep convolutional neural networks, including InceptionV3, Xception, InceptionResNetV2 and ResNet152V2. We applied transfer learning and fine-tuning on these pre-existing deep convolutional networks, and from the results that we obtained, the potential of using deep convolutional neural networks in the process of asteroid classification can be seen. The InceptionV3 model has the best results in the asteroid class, meaning that by using it, we lose the least number of valid asteroids.
近地小行星对人类生命构成潜在威胁,因为它们的轨道可能会使它们靠近地球。对这些物体的监测有助于预测未来的撞击事件,但这种努力受到大量在地球附近经过的物体的阻碍。此外,将小行星与夜空中的其他物体区分开来也是一个问题,这意味着要筛选大量的望远镜图像数据。在这种情况下,我们相信采用机器学习技术可以通过挑选最有可能的小行星候选者来由人类专家进行审查,从而大大改善检测过程。目前,机器学习技术在天文学领域的应用仍然有限,本文的主要目标是通过比较一些知名的深度卷积神经网络,包括InceptionV3, Xception, InceptionResNetV2和ResNet152V2,来研究深度卷积神经网络在这种特殊情况下对天文物体,小行星分类的有效性。我们将迁移学习和微调应用在这些已有的深度卷积网络上,从我们获得的结果中,可以看出在小行星分类过程中使用深度卷积神经网络的潜力。InceptionV3模型在小行星类中有最好的结果,这意味着通过使用它,我们失去了最少数量的有效小行星。
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引用次数: 0
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Aerospace America
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