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Piecewise rational Padé and Hermite approximations for the elliptic Kepler equation 椭圆开普勒方程的分段有理Pad ' e和Hermite近似
IF 3.4 2区 物理与天体物理
Acta Astronautica Pub Date : 2026-04-01 Epub Date: 2026-01-05 DOI: 10.1016/j.actaastro.2026.01.014
Manuel Calvo , Antonio Elipe, Luis Rández
{"title":"Piecewise rational Padé and Hermite approximations for the elliptic Kepler equation","authors":"Manuel Calvo ,&nbsp;Antonio Elipe,&nbsp;Luis Rández","doi":"10.1016/j.actaastro.2026.01.014","DOIUrl":"10.1016/j.actaastro.2026.01.014","url":null,"abstract":"<div><div>Accurate and efficient solution of the Elliptic Kepler Equation (EKE) is fundamental in orbital mechanics and spacecraft trajectory analysis. In this work, we present a family of piecewise rational approximations for solving the EKE, <span><span><span><math><mrow><mi>F</mi><mrow><mo>(</mo><mi>E</mi><mo>;</mo><mi>e</mi><mo>)</mo></mrow><mo>≡</mo><mi>E</mi><mo>−</mo><mi>e</mi><mo>sin</mo><mi>E</mi><mo>=</mo><mi>M</mi><mo>,</mo></mrow></math></span></span></span>based on Padé and Hermite-type formulations. The proposed approaches replaces the transcendental term <span><math><mrow><mo>sin</mo><mi>E</mi></mrow></math></span> with Hermite and Piecewise Padé-Type (PPT) approximants, the later originally introduced by Brezinski, providing higher accuracy than the traditional Piecewise Padé (PP) method of Wu et al. without increasing computational cost. With these approximants, the resulting rational form reduces the EKE to a cubic equation that can be solved analytically, making it suitable for onboard implementations or large-scale orbit propagation tasks. Numerical experiments demonstrate that the PPT-based solution significantly improves accuracy for moderate and high eccentricities, including near-parabolic cases. Additionally, optimized parameter selection in general [3/2] rational representations yields further accuracy gains. These results show that the proposed piecewise rational method offers a reliable and computationally efficient alternative for precise orbital position determination across a wide range of eccentricities.</div></div>","PeriodicalId":44971,"journal":{"name":"Acta Astronautica","volume":"241 ","pages":"Pages 199-206"},"PeriodicalIF":3.4,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145902758","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Progress in metal additive manufacturing for space applications: A comprehensive review 金属增材制造空间应用研究进展综述
IF 3.4 2区 物理与天体物理
Acta Astronautica Pub Date : 2026-04-01 Epub Date: 2026-01-05 DOI: 10.1016/j.actaastro.2026.01.003
Jieguang Huang , Xiaonan Cheng , Linhai Hao , Qian Wang , Jun Luo , Lehua Qi
{"title":"Progress in metal additive manufacturing for space applications: A comprehensive review","authors":"Jieguang Huang ,&nbsp;Xiaonan Cheng ,&nbsp;Linhai Hao ,&nbsp;Qian Wang ,&nbsp;Jun Luo ,&nbsp;Lehua Qi","doi":"10.1016/j.actaastro.2026.01.003","DOIUrl":"10.1016/j.actaastro.2026.01.003","url":null,"abstract":"<div><div>Metal additive manufacturing (MAM) offers transformative potential for producing complex, high-performance components directly in space. However, a systematic understanding of which MAM processes are truly viable for in-space deployment, their current maturity levels, and the critical challenges that constrain further advancement remains limited. This review provides a comprehensive assessment of the adaptability of major MAM technologies, including Direct Energy Deposition (DED), Powder Bed Fusion (PBF), Material Extrusion (MEX), Material Jetting (MJT), and Vat Photopolymerization (VPP), to the unique conditions of microgravity and vacuum. By integrating dispersed findings into a unified framework that links process physics with environmental constraints, we offer a comparative analysis of terrestrial versus in-space operation, emphasizing how microgravity and vacuum reshape system architectures, melt-pool behavior, interlayer bonding, defect formation, and overall process capabilities. Key challenges related to equipment miniaturization and space adaptation, process monitoring and control, melt-solidification dynamics, and post-processing and quality assurance are critically examined, together with their implications for process-structure-property relationships under non-terrestrial conditions. Building on these insights, a technology-readiness roadmap is proposed to highlight priority research directions required to transition from isolated laboratory demonstrations toward robust, flight-ready MAM systems. This work establishes an integrated understanding of the state of the art and outlines future pathways for advancing metallic additive manufacturing in extreme space environments.</div></div>","PeriodicalId":44971,"journal":{"name":"Acta Astronautica","volume":"241 ","pages":"Pages 346-377"},"PeriodicalIF":3.4,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145902759","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Evaluating launcher options for Europe in a world of Starship 在星际飞船世界中评估欧洲的发射器选项
IF 3.4 2区 物理与天体物理
Acta Astronautica Pub Date : 2026-04-01 Epub Date: 2026-01-07 DOI: 10.1016/j.actaastro.2026.01.018
Martin Sippel, Jascha Wilken, Ingrid Dietlein, Moritz Herberhold, Kevin Bergmann, Leonid Bussler
{"title":"Evaluating launcher options for Europe in a world of Starship","authors":"Martin Sippel,&nbsp;Jascha Wilken,&nbsp;Ingrid Dietlein,&nbsp;Moritz Herberhold,&nbsp;Kevin Bergmann,&nbsp;Leonid Bussler","doi":"10.1016/j.actaastro.2026.01.018","DOIUrl":"10.1016/j.actaastro.2026.01.018","url":null,"abstract":"<div><div>As soon as the SpaceX Starship &amp; SuperHeavy launcher configuration is operationally available it likely will cause a fundamental shift to space transportation. In a first step, the paper provides a thorough technical analysis of Starship's estimated capabilities in its early operational phase, based on independent modeling with openly available data.</div><div>The main part of the paper is dedicated to the technical evaluation of European options for serving a roughly similar payload class above 20 Mg up to approaching 100 Mg in single launch to LEO. A launcher system analysis looks into Ariane 6 evolution options and explores the technical limits based on the assumption of expendable stages. A significantly better performance perspective can be achieved through a completely new architecture. In case of these new architecture launchers, all first stages are reusable and exclusively liquid cryogenic propellants are chosen. Fully reusable configurations have been addressed in the small ESA-funded PROTEIN-study for which some complementary concepts are summarized.</div><div>The different launcher options show a broad range in payload performance. As these diverse vehicles come with significantly different cost, the NRC and RC are modeled for reasonable European heavy-lift transportation scenarios.</div><div>The paper concludes with a comparative evaluation of main technical characteristics of the launch vehicle options and an indication of promising development roadmaps.</div></div>","PeriodicalId":44971,"journal":{"name":"Acta Astronautica","volume":"241 ","pages":"Pages 455-472"},"PeriodicalIF":3.4,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145979120","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Mission concept for SURROUND: Operational space weather detection and tracking using small spacecraft 环绕任务概念:使用小型航天器进行操作空间天气探测和跟踪
IF 3.4 2区 物理与天体物理
Acta Astronautica Pub Date : 2026-04-01 Epub Date: 2026-01-03 DOI: 10.1016/j.actaastro.2025.12.055
Alejandro Macario-Rojas , Dale M. Weigt , L. Alberto Cañizares , Shane A. Maloney , Sophie A. Murray , Peter T. Gallagher , Nicholas H. Crisp , Ciara N. McGrath
{"title":"Mission concept for SURROUND: Operational space weather detection and tracking using small spacecraft","authors":"Alejandro Macario-Rojas ,&nbsp;Dale M. Weigt ,&nbsp;L. Alberto Cañizares ,&nbsp;Shane A. Maloney ,&nbsp;Sophie A. Murray ,&nbsp;Peter T. Gallagher ,&nbsp;Nicholas H. Crisp ,&nbsp;Ciara N. McGrath","doi":"10.1016/j.actaastro.2025.12.055","DOIUrl":"10.1016/j.actaastro.2025.12.055","url":null,"abstract":"<div><div>One of the greatest challenges facing current space weather monitoring operations is forecasting the arrival of coronal mass ejections (CMEs) and solar energetic particles (SEPs). This paper presents a mission concept for operational detection and monitoring of solar weather events as a means of forecasting the arrival of potentially hazardous CMEs and SEPs at Earth-like distances. Foregrounding the operational (rather than scientific) requirements of the system, this work proposes a high-level mission design that could provide detection of solar weather events by tracking associated solar radio bursts, enabling advanced warning of their arrival at Earth. This work concludes that 3–5 small spacecraft equipped with radio spectrometers positioned at the Sun–Earth Lagrange points and in Earth-leading/-trailing orbits could be used to provide this capability, with the <span><math><msub><mrow><mi>L</mi></mrow><mrow><mn>4</mn></mrow></msub></math></span> and <span><math><msub><mrow><mi>L</mi></mrow><mrow><mn>5</mn></mrow></msub></math></span> Lagrange points most advantageous for mission performance. While technical developments in CubeSat survivability would be required to enable the SURROUND mission, suitable launch, injection and communication options are identified, indicating its potential feasibility in the near future.</div></div>","PeriodicalId":44971,"journal":{"name":"Acta Astronautica","volume":"241 ","pages":"Pages 245-259"},"PeriodicalIF":3.4,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145895516","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A bi-stage optimization framework for crewed lunar rover 载人月球车双级优化框架
IF 3.4 2区 物理与天体物理
Acta Astronautica Pub Date : 2026-04-01 Epub Date: 2026-01-02 DOI: 10.1016/j.actaastro.2026.01.001
Kaidi Zhang , Junwei Shi , Jinglai Wu , Chongfeng Zhang , Yunqing Zhang
{"title":"A bi-stage optimization framework for crewed lunar rover","authors":"Kaidi Zhang ,&nbsp;Junwei Shi ,&nbsp;Jinglai Wu ,&nbsp;Chongfeng Zhang ,&nbsp;Yunqing Zhang","doi":"10.1016/j.actaastro.2026.01.001","DOIUrl":"10.1016/j.actaastro.2026.01.001","url":null,"abstract":"<div><div>This study presents a novel two-stage optimization framework for enhancing the mobility performance of crewed lunar rovers (CLR) in low-gravity environments, with emphasis on safety and efficiency. In the first stage, a dimensional analysis-based parameter design approach is established, utilizing similarity principles to derive Earth–Moon scaling laws and preliminary suspension parameters through vibration transfer analysis. The second stage involves the construction of an efficient Deep Neural Network (DNN) surrogate model within a dynamics simulation framework that incorporates mechanical modeling of elastic wheel-terrain interaction. The surrogate model is integrated with the SPEA-II multi-objective evolutionary algorithm and TOPSIS decision-making method to achieve global optimization of suspension parameters. To further validate the optimization results, a physics-based virtual prototype of the CLR was developed using an open-source multi-physics simulation platform. Comprehensive evaluation demonstrates that the optimized design exhibit's robust reliability across a wide range of operational scenarios, including variations in travel velocity, payload mass, and terrain roughness.</div></div>","PeriodicalId":44971,"journal":{"name":"Acta Astronautica","volume":"241 ","pages":"Pages 438-454"},"PeriodicalIF":3.4,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145893836","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Design and evaluation of a miniaturized bioregenerative microecosystem for CubeSat missions 用于立方体卫星任务的小型生物再生微生态系统的设计与评估
IF 3.4 2区 物理与天体物理
Acta Astronautica Pub Date : 2026-04-01 Epub Date: 2025-12-30 DOI: 10.1016/j.actaastro.2025.12.057
Marco Griffa , Adriano Di Giovanni , Gaspare Santaera , Cesare Stefanini , Donato Romano
{"title":"Design and evaluation of a miniaturized bioregenerative microecosystem for CubeSat missions","authors":"Marco Griffa ,&nbsp;Adriano Di Giovanni ,&nbsp;Gaspare Santaera ,&nbsp;Cesare Stefanini ,&nbsp;Donato Romano","doi":"10.1016/j.actaastro.2025.12.057","DOIUrl":"10.1016/j.actaastro.2025.12.057","url":null,"abstract":"<div><div>Bioregenerative Life Support Systems (BLSS) are a key emerging technology to enable long term space exploration. However, small-scale implementations are difficult to realize and their behavior under space conditions remains scarcely investigated. This study aims at developing and evaluating the smallest self-sustaining, controlled microecosystem suitable for deployment as a CubeSat payload. The system integrates a closed habitat hosting autotrophic (mosses) and heterotrophic (soil micro-arthropods) organisms, along with electronics for environmental monitoring and control. The microecosystem was tested over a 120-day isolation period under laboratory conditions. Tests and simulations of space conditions were also performed. Experimental results demonstrate survival and stability of the biological components during the four-month period, along with successful activation and maintenance of <span><math><msub><mrow><mi>CO</mi></mrow><mrow><mn>2</mn></mrow></msub></math></span> cycling via artificial stimuli. <span><math><msub><mrow><mi>CO</mi></mrow><mrow><mn>2</mn></mrow></msub></math></span> levels decreased from 20000 ppm to 5000 ppm through fixation in plant tissue. Oscillations of 500 ppm were observed with periods of 20, 9, 7 and 1 days. Simulated responses to satellite launch indicated no structural failure, with the maximum stress not exceeding the ultimate strength. Results suggest that small-scale biological modules are optimal candidates for experiments aboard CubeSat-class satellites. Insights from this study may support the development of space BLSSs and inform ecological responses to environmental stressors.</div></div>","PeriodicalId":44971,"journal":{"name":"Acta Astronautica","volume":"241 ","pages":"Pages 278-292"},"PeriodicalIF":3.4,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145940440","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Parametric economic modelling of asteroid mining architectures 小行星采矿结构的参数化经济建模
IF 3.4 2区 物理与天体物理
Acta Astronautica Pub Date : 2026-04-01 Epub Date: 2025-12-15 DOI: 10.1016/j.actaastro.2025.11.006
Scott Dorrington, John Olsen
{"title":"Parametric economic modelling of asteroid mining architectures","authors":"Scott Dorrington,&nbsp;John Olsen","doi":"10.1016/j.actaastro.2025.11.006","DOIUrl":"10.1016/j.actaastro.2025.11.006","url":null,"abstract":"<div><div>This paper details the formulation of a parametric economic model that expresses the costs, revenues, and return masses of asteroid mining missions as functions of critical systems, mission, and specific cost parameters. These are used to produce mathematical formulations for key economic figures of merit commonly used in asteroid mining feasibility studies, such as profit, net present value, and mass payback ratio. Several alternative versions of these expressions are formulated for different logistical approaches to asteroid mining missions, with alternatives for mining/extraction method (whole asteroid return or in situ processing), trajectory design (single trip or multiple return trips), and propellant supply strategy (supplied from Earth, refuelling in orbit, or processed in situ from asteroid resources). We further develop a new figure of merit – the break-even mass ratio BEMR – describing the mass of asteroid material required to be returned to produce zero profit or net present value, expressed as a ratio of the spacecraft dry mass. We demonstrate that this break-even mass ratio provides benefits over existing figures of merit in revealing critical delta-V limits above which missions cannot produce positive economic returns, regardless of the return mass. Furthermore, this new metric is invariant to the spacecraft dry mass, allowing it to be applied to a range of spacecraft mass classes. We present a numerical study in which we use this new figure of merit to perform a break-even analysis, assessing the feasibility of the mission alternatives for both single-trip and multi-trip mining missions, over a range of specific impulses from 450 to 3000 s, and target asteroid delta-Vs up to 10 km/s. The results indicate that the typical asteroid mining scenario of a single-trip mission with propellant supplied entirely from Earth is only feasibly for delta-Vs less than 1.8 km/s for chemical propulsion, or 4.5 km/s for electric propulsion cases. We find that multi-trip missions that retrieve small shipments in each trip can be more profitable than a single-trip mission retrieving a large shipment over a long duration. The results also indicate other strategies that may be beneficial in increasing the viability of asteroid mining missions, such as processing return-trip propellant from asteroid resources, maximizing the amount of material retrieved in each return trip, and carrying reserve propellant on the initial trip to mitigate the risks of not finding the desired resources at the target asteroid. These findings may help inform the design of future asteroid mining missions.</div></div>","PeriodicalId":44971,"journal":{"name":"Acta Astronautica","volume":"241 ","pages":"Pages 19-47"},"PeriodicalIF":3.4,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145753473","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Analysis of a high-pressure pneumatic pilot-operated solenoid valve for interstage separation systems in reusable launch vehicles 可重复使用运载火箭级间分离系统高压气动先导电磁阀分析
IF 3.4 2区 物理与天体物理
Acta Astronautica Pub Date : 2026-04-01 Epub Date: 2025-12-26 DOI: 10.1016/j.actaastro.2025.12.043
Ruiyao Tao , Yaobao Yin , Li Hu , Naiping Gao , Pengfei He
{"title":"Analysis of a high-pressure pneumatic pilot-operated solenoid valve for interstage separation systems in reusable launch vehicles","authors":"Ruiyao Tao ,&nbsp;Yaobao Yin ,&nbsp;Li Hu ,&nbsp;Naiping Gao ,&nbsp;Pengfei He","doi":"10.1016/j.actaastro.2025.12.043","DOIUrl":"10.1016/j.actaastro.2025.12.043","url":null,"abstract":"<div><div>Interstage separation of launch vehicles is critical for successfully delivering payloads into orbit. To achieve millisecond-level reliable separation for reusable launch vehicles operating under extreme conditions characterized by a supply pressure of 25 MPa and large inertial loads such as 25 t or 55 t, the dynamic response of the high-pressure pneumatic pilot-operated solenoid valve (HPPV) plays a decisive role. Conventional ideal-gas models exhibit insufficient predictive accuracy under high-pressure conditions. To address this limitation, a high-fidelity prediction model for the dynamic opening and closing response of the HPPV is developed. The model incorporates a real-gas equation of state and the multiphysics energy-conversion mechanisms within the valve, and it reveals the mapping relationship between valve response behavior and the overall performance of the separation system. The results show that at a supply pressure of 25 MPa, the opening and closing response times for the full stroke are 101.61 ms and 92.62 ms respectively. Increasing the initial supply pressure enhances the driving capability of the separation process, elevating the excitation voltage reduces the separation delay, and accelerating the main valve motion further expedites the dynamic response of the separation system. Experimental validation demonstrates that the prediction error is less than 4.5%. Parameter optimization enables a reduction of approximately 12% in the total response time. A theoretical basis and essential technical support for the development of highly reliable pneumatic separation systems are provided for reusable launch vehicles.</div></div>","PeriodicalId":44971,"journal":{"name":"Acta Astronautica","volume":"241 ","pages":"Pages 48-60"},"PeriodicalIF":3.4,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145845198","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Feasibility assessment of formation flight control by differential drag in eccentric orbit for the FACTORS mission 因子任务偏心轨道差阻编队飞行控制的可行性评估
IF 3.4 2区 物理与天体物理
Acta Astronautica Pub Date : 2026-04-01 Epub Date: 2026-01-09 DOI: 10.1016/j.actaastro.2026.01.017
Maximilien Berthet , Yusuke Maru , Yoshifumi Saito , Takefumi Mitani , Iku Shinohara , Kazushi Asamura
{"title":"Feasibility assessment of formation flight control by differential drag in eccentric orbit for the FACTORS mission","authors":"Maximilien Berthet ,&nbsp;Yusuke Maru ,&nbsp;Yoshifumi Saito ,&nbsp;Takefumi Mitani ,&nbsp;Iku Shinohara ,&nbsp;Kazushi Asamura","doi":"10.1016/j.actaastro.2026.01.017","DOIUrl":"10.1016/j.actaastro.2026.01.017","url":null,"abstract":"<div><div>FACTORS is an M-class mission proposal led by JAXA/ISAS. It aims to elucidate energy coupling mechanisms and mass transport between Earth and space, at around 350–3500 km altitude in high latitude regions. Measurements of the electromagnetic field, particle sampling, and auroral imaging are planned. Simultaneous data at several kilometres to tens of kilometres apart will be obtained, using two satellites in formation flight in an eccentric polar orbit. Differential aerodynamic drag offers a promising resource for propellant-free formation control, since the perigee is located in the atmosphere. A control method for an in-track linear formation is developed and tested using a high-fidelity numerical orbit simulator. Disturbances are added to represent attitude control error, aerodynamic lift, and open-loop command uplink with space weather prediction error. Good performance is obtained even for close-proximity operations with km-scale separation. Based on the results, fully aerodynamic control is possible, though a thruster is desirable for perigee altitude adjustment and out-of-plane manoeuvring. To the authors’ knowledge, this is the first detailed study on formation flight control via differential drag in an eccentric orbit.</div></div>","PeriodicalId":44971,"journal":{"name":"Acta Astronautica","volume":"241 ","pages":"Pages 556-574"},"PeriodicalIF":3.4,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145978438","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Real-time discovery of near-earth objects via accelerated image analysis with AI methods 利用人工智能方法加速图像分析,实时发现近地天体
IF 3.4 2区 物理与天体物理
Acta Astronautica Pub Date : 2026-04-01 Epub Date: 2026-01-12 DOI: 10.1016/j.actaastro.2026.01.019
Szabolcs Velkei , László L. Kiss , Károly Vass , Norton O. Szabó , Krisztián Sárneczky
{"title":"Real-time discovery of near-earth objects via accelerated image analysis with AI methods","authors":"Szabolcs Velkei ,&nbsp;László L. Kiss ,&nbsp;Károly Vass ,&nbsp;Norton O. Szabó ,&nbsp;Krisztián Sárneczky","doi":"10.1016/j.actaastro.2026.01.019","DOIUrl":"10.1016/j.actaastro.2026.01.019","url":null,"abstract":"<div><div>Konkoly Observatory is conducting the most successful NEO survey project in Europe with a total number of NEOs found in the past four years in excess of 250, with three imminent impactors discovered between 2022 and 2024. Recently, supported by the European Space Agency, we started the implementation of a new search technique that is using machine learning algorithms to accelerate real-time image analysis with the scope of finding extreme trailed images of the smallest and nearest NEOs passing by. We have created a custom deep-learning model that was trained on a large dataset of astronomical images and their associated annotations. In addition to the real observations from the Piszkéstető Mountain Station of the Konkoly Observatory, we have also created a huge synthetic photorealistic training dataset to improve the precision and accuracy of the neural network. As a result, the model successfully learnt to recognize patterns and features in the images that are indicative of NEOs and space debris. The main goal was to have an optimized deep learning model to perform this analysis in real-time, providing quick and reliable detection that is made possible by the AI-based robust image-artifact decomposition for false positive suppression. The outcome of this project is a service that can quickly and accurately detect NEOs and space debris on astronomical images, potentially increasing the number of discoveries and improving the speed and reliability of the discovery process. The system has been evaluated using a set of rigorous tests and is benchmarked against existing methods. We provide valuable insights into the feasibility of using deep learning techniques for this type of image analysis problem and will lay the groundwork for future work in this field.</div></div>","PeriodicalId":44971,"journal":{"name":"Acta Astronautica","volume":"241 ","pages":"Pages 547-555"},"PeriodicalIF":3.4,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145978437","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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