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AI for space traffic management 用于空间交通管理的人工智能
Q3 ENGINEERING, AEROSPACE Pub Date : 2023-09-16 DOI: 10.1016/j.jsse.2023.08.007
Chiara Manfletti , Marta Guimarães , Claudia Soares

Morgan Stanley forecasts the space industry to top 1 trillion dollars by 2040. Of these 1 trillion dollars, 1.5 billion dollars are expected to be the contribution of the space situational market alone.

Satellite operators are already paying the price of space debris. Current approaches for collision avoidance and space traffic management face serious challenges, mainly: (1) Insufficient data and endangered autonomy of action in space; (2) A high number of false alerts and a large uncertainty; (3) Lack of scalability and automation for an increasing number of assets.

This paper explores the potential of AI for Space and presents some of the advances made by Neuraspace in Space Traffic Management, including the analysis of conjunction data messages (CDMs), predicting uncertainties, and risk classification, and the economic benefits of new approaches.

Further, the paper addresses the need for a more active role of the private sector and an evolution of the role of the public sector to foster space sustainability and support the growth companies leading this effort.

摩根士丹利预测,到2040年,太空产业的规模将超过1万亿美元。在这1万亿美元中,预计仅空间态势市场就贡献了15亿美元。卫星运营商已经在为太空碎片付出代价。当前的空间交通管理方法面临着严峻的挑战,主要表现在:(1)数据不足,空间行动自主性受到威胁;(2)虚警数量多,不确定性大;(3)对越来越多的资产缺乏可扩展性和自动化。本文探讨了空间人工智能的潜力,并介绍了神经空间在空间交通管理方面取得的一些进展,包括连接数据信息(cdm)分析、预测不确定性、风险分类以及新方法的经济效益。此外,该文件还讨论了私营部门发挥更积极作用的必要性和公共部门作用的演变,以促进空间可持续性并支持领导这一努力的成长型公司。
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引用次数: 0
Analysis of ETRSS-1 on-orbit performance and anomaly management ETRSS-1在轨性能分析及异常处理
Q3 ENGINEERING, AEROSPACE Pub Date : 2023-09-15 DOI: 10.1016/j.jsse.2023.08.006
Gadisa Dinaol

The Ethiopian remote sensing microsatellite, weighing 65 kg, was successfully launched into sun-synchronous orbit at an altitude of 628 km in 2019. The satellite has a three-year lifespan and employs a maneuver that minimizes the orbit perigee without adjusting the orbit apogee, resulting in an eccentric disposal orbit, with the perigee altitude selected to ensure re-entry into the Earth’s atmosphere within 25 years. This study presents an overview of the ETRSS-1 satellite system, including its subsystems alongside the hardware utilized during their development, as well as an analysis of its on-orbit performance. Furthermore, the spacecraft’s electro-optical multispectral camera and its ability to capture remote sensing data while adhering to appropriate operational constraints, as well as its imaging mission techniques, various types of failure modes, and anomaly detection detection techniques, will be investigated.

埃塞俄比亚遥感微卫星重65公斤,于2019年成功发射到海拔628公里的太阳同步轨道。该卫星的使用寿命为三年,采用了在不调整轨道远地点的情况下最小化轨道近地点的机动,导致偏心处置轨道,选择近地点高度以确保在25年内重新进入地球大气层。本研究概述了ETRSS-1卫星系统,包括其子系统以及在其开发过程中使用的硬件,并分析了其在轨性能。此外,将研究航天器的电光多光谱相机及其在遵守适当操作约束的情况下捕获遥感数据的能力,以及其成像任务技术、各种类型的故障模式和异常检测技术。
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引用次数: 0
Questions of fault liability: A case study analysis of in-orbit collisions with debris 过失责任问题:轨道上与碎片碰撞的案例研究分析
Q3 ENGINEERING, AEROSPACE Pub Date : 2023-09-14 DOI: 10.1016/j.jsse.2023.08.001
Andrea Capurso , Paolo Marzioli , Michela Boscia

In 1972, the international community established a regime of liability for damages occurring in outer space based on ‘fault’. Fifty years later, the congested and polluted reality of the space environment has limited dramatically its effectiveness. Only in very few instances, filing a claim under such regime can reasonably ensure compensation to an injured satellite operator. The present paper describes different study cases where resorting to a fault-based liability claim appears problematic. Based on real conjunction assessment alerts, the authors look into various hypothetical scenarios from the perspective of a fictitious satellite operator, whose spacecraft was damaged by an accidental collision in orbit. The aim is to analyse the effective observability over orbital collisions involving small satellites and space debris (attributable or not) and to evaluate the real chances of obtaining compensation, from the operational and legal points of view. At the centre of this study, therefore, is the evaluation, in fact and in law, of the solidity of a potential claim against the perpetrator of the harm. To that end, the discourse takes into consideration the legal difficulties that are generally connected to fault-based liabilities in international law.

The definitional vagueness of the term ‘fault’, the necessity to identify a fault-standard, the proof of failure in the performance of a duty of care, are all elements to consider for filing a claim under the liability regime of 1972.

However, next to them, the space environment poses additional hurdles with regard to facts and evidence. Satellite operators do not always have the technological instruments to retrieve all the information related to orbital events, such as collisions. Moreover, a complete observability over in-orbit events can be hard to reach for several classes of spacecraft (e.g. small, nano- or pico-satellites). This is especially troublesome for establishing one of the essential elements of ‘fault’: the so-called “chain of causation”. The authors will present their views on how the uncertainties posed by the liability regime of 1972 can be dealt with from a legal and from a technical perspective. In addition, several possible legal solutions and recommendations for the upcoming years of in-orbit operations and space traffic management will be proposed at the end.

1972年,国际社会建立了以“过失”为基础的外层空间损害赔偿责任制度。五十年后,空间环境拥挤和污染的现实极大地限制了其有效性。只有在极少数情况下,根据这种制度提出索赔才能合理地确保向受伤的卫星运营商提供赔偿。本文描述了诉诸过错责任索赔出现问题的不同研究案例。基于真实的对接评估警报,作者从一个虚拟的卫星运营商的角度研究了各种假设情景,该运营商的航天器在轨道上因意外碰撞而损坏。其目的是分析涉及小卫星和空间碎片(可归属或不可归属)的轨道碰撞的有效可观测性,并从业务和法律角度评估获得补偿的实际机会。因此,本研究的核心是在事实上和法律上评估对伤害的肇事者提出的潜在索赔的可靠性。为此目的,本文考虑到国际法中一般与基于过错的责任有关的法律困难。“过失”一词的定义模糊、确定过失标准的必要性、未能履行注意义务的证据,都是根据1972年的责任制度提出索赔时需要考虑的因素。然而,除了这些障碍之外,空间环境在事实和证据方面构成了额外的障碍。卫星运营商并不总是拥有技术手段来检索与轨道事件有关的所有信息,例如碰撞。此外,对于几类航天器(如小型、纳米或微型卫星),很难达到对在轨事件的完全可观测性。这对于确立“过错”的基本要素之一:所谓的“因果链”尤其麻烦。作者将就如何从法律和技术角度处理1972年赔偿责任制度所造成的不确定性提出他们的看法。此外,最后还将为未来几年的在轨操作和空间交通管理提出若干可能的法律解决办法和建议。
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引用次数: 0
Towards a new French Technical Regulation adapted to the newspace – orbital systems 迈向适应新空间轨道系统的新法国技术法规
Q3 ENGINEERING, AEROSPACE Pub Date : 2023-09-13 DOI: 10.1016/j.jsse.2023.08.008
Grégoire Laur , Olfa El Jed , Florent Lacomba , Emmanuelle Thauvin , Laurent Francillout

In the current context of the multiplication of space actors and orbital projects, the French space ecosystem is fully aware that the challenge ahead will be to ensure the safety and sustainability of space activities. Within the framework of France national law governing space operations and its Technical Regulation, CNES Space Safety Office has been working since 2020 to implement new technical requirements adapted to the NewSpace for the control and return to Earth of space objects.

The process of elaboration of these new technical requirements is broken down into several steps: identification of the problematics/themes, translation of these problematics into macroscopic needs and then into specific technical requirements, justification by appropriate studies, implementation through handbooks or tools, and definition of an applicability milestone.

On the one hand, the technical aspects are assessed thanks to the support of CNES technical services in the framework of specific working groups, studies ordered by the Space Safety Office, or analysis of international publications. On the other hand, the operators’ views and their programmatic constraints are taken into account – in parallel with the monitoring of international standards – in order to maximize the operators’ acceptance and to minimize the risks of competition bias for the French ecosystem while not losing sight of the objective of safety and sustainability in space. In this context, the awareness of these private actors and their consultation are at the heart of the process of elaborating new technical requirements and their implementation schedule.

在目前空间行动者和轨道项目成倍增加的情况下,法国空间生态系统充分认识到,今后的挑战将是确保空间活动的安全和可持续性。在法国有关空间业务的国家法律及其《技术条例》的框架内,法国空间研究中心空间安全办公室自2020年以来一直致力于实施适应新空间的新技术要求,以控制和返回地球空间物体。这些新技术需求的细化过程分为几个步骤:识别问题/主题,将这些问题转化为宏观需求,然后转化为具体的技术需求,通过适当的研究进行论证,通过手册或工具实现,以及定义适用性里程碑。一方面,由于法国空间研究中心在具体工作组框架内提供的技术服务、空间安全办公室下令进行的研究或对国际出版物的分析,技术方面得到了评估。另一方面,在监测国际标准的同时,考虑到运营商的观点和他们的计划限制,以最大限度地提高运营商的接受度,最大限度地降低法国生态系统竞争偏见的风险,同时不忽视空间安全和可持续性的目标。在这方面,这些私人行为者的认识和他们的协商是拟订新的技术要求及其执行时间表的过程的核心。
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引用次数: 0
Gaps review and improvement pathways in the assessment and management of collision risk in low Earth orbit 近地轨道碰撞风险评估和管理方面的差距审查和改进途径
Q3 ENGINEERING, AEROSPACE Pub Date : 2023-09-01 DOI: 10.1016/j.jsse.2023.07.003
Romain Buchs , Marie-Valentine Florin , Emmanuelle David , Jean-Paul Kneib

There is growing concern that collision risk in low Earth orbit is inadequately managed, necessitating new strategies. Based on discussions held at a multistakeholder workshop organized by EPFL in May 2021, this paper presents some challenges, or governance deficits, in the assessment and management of collision risk, and offers some paths for improvements in both domains. Addressing the governance deficits will require enhanced collaboration between states and between public and private actors.

While there is a need to improve risk assessment and conduct thorough cost-benefit analyses of management strategies, achieving a complete picture is elusive, given the complexity of the problem and the range of response strategies available. However, the lack of a complete picture should not be a reason to postpone action, as sufficient information to make decisions regarding some management policies is available. Adopting a multidimensional approach and focusing on measures that have the potential for rapid improvements would help secure stakeholder buy-in and lay the groundwork for pursuing strategies that will likely be the most cost-effective in the longer term.

人们越来越担心近地轨道上的碰撞风险管理不足,因此需要采取新的战略。基于2021年5月EPFL组织的多方利益相关者研讨会上的讨论,本文提出了碰撞风险评估和管理方面的一些挑战或治理缺陷,并为这两个领域的改进提供了一些途径。解决治理赤字需要加强国家之间以及公共和私人行为者之间的合作。尽管有必要改进风险评估,并对管理战略进行彻底的成本效益分析,但鉴于问题的复杂性和可用的应对战略的范围,要想全面了解情况是很难的。然而,缺乏完整的情况不应成为推迟行动的理由,因为有足够的信息可以就某些管理政策作出决定。采取多层面的方法,并将重点放在有可能快速改进的措施上,将有助于确保利益相关者的认可,并为追求可能是长期最具成本效益的战略奠定基础。
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引用次数: 0
The time to work on international space safety standards is now! 现在是制定国际空间安全标准的时候了!
Q3 ENGINEERING, AEROSPACE Pub Date : 2023-09-01 DOI: 10.1016/j.jsse.2023.07.001
Maj. Gen. Jeannie M. Leavitt
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引用次数: 0
Maneuvering into the future: Open-Architecture Data Repository (OADR) prototype: Towards civil and commercial space traffic coordination 面向未来的机动:开放架构数据存储库(OADR)原型:面向民用和商业空间交通协调
Q3 ENGINEERING, AEROSPACE Pub Date : 2023-09-01 DOI: 10.1016/j.jsse.2023.07.002
Mark A. Skinner , Brian Bates , Scott Leonard , Jon Neff , Patrick Bauer , Barry von Tobel , Michelle P. Caputy , Carleton Jillson , Moriba K. Jah , Douglas Hermes , Benjamin Ayers , Benjamin Feuge-Miller

In 2018, the US National Space Council released Space Policy Directive-3 (SPD-3), which instructed relevant US government agencies to begin re-assigning many aspects of space traffic management (STM) and space traffic coordination (STC) serving non-military US space operators. This was identified as a ‘whole of government’ approach, and the organization identified to lead many of the efforts was the National Oceanic & Atmospheric Administration (NOAA) Office of Space Commerce (OSC), in the US Department of Commerce (DOC). The US Congress, in Public Law 116–93, Consolidated Appropriations Act, 2020, legislation directed that the Secretary of Commerce contract with the National Academy of Public Administration (NAPA) to study the Trump Administration's proposal. The NAPA study affirmed OSC would be best suited. Congress also mandated that OSC accomplish an important first step: assemble an Open Architecture Data Repository1 (OADR) prototype to demonstrate the efficacy of the approach and architecture.

OSC, along with The Aerospace Corporation, MITER, MIT Lincoln Laboratories and the University of Texas-Austin, architected and assembled a working prototype in 2021. The team obtained two-months of data from the US Space Surveillance Network (SSN), along with data from commercial space surveillance data providers and satellite operator ephemerides. Using the prototype, the authors analyzed the data, identified potential satellite conjunctions, calculated probabilities of collision, and generated Conjunction Data Messages (CDMs). The team compared the results to existing operational systems, with good agreement. OSC and their partners demonstrated the OADR prototype results to the Congress, as funded and directed by Public Law 116–260, the Consolidated Appropriations Act of 2021. This paper describes some of the background and rationale for the prototype, goals and derived requirements of the prototype, the architecture, software deployed, data utilized, conjunction analysis results, comparison of the prototype's results with existing operational US government systems, and possible next steps for the OADR.

2018年,美国国家航天委员会发布了《太空政策指令-3》(SPD-3),指示美国相关政府机构开始重新分配为非军事美国太空运营商服务的太空交通管理(STM)和太空交通协调(STC)的许多方面。这被认为是一种“政府整体”的方法,被确定为领导许多工作的组织是美国国家海洋与大气管理局;美国商务部大气管理局(NOAA)太空商务办公室(OSC)。美国国会在《2020年综合拨款法》第116–93号公法中指示商务部长与美国国家公共行政学院(NAPA)签订合同,研究特朗普政府的提案。国家适应行动方案的研究确认OSC最适合。国会还要求OSC完成重要的第一步:组装开放体系结构数据存储库1(OADR)原型,以证明该方法和体系结构的有效性。OSC与航空航天公司、MITER、麻省理工学院林肯实验室和德克萨斯大学奥斯汀分校于2021年设计并组装了一个工作原型。该团队从美国太空监视网络(SSN)获得了两个月的数据,以及商业太空监视数据提供商和卫星运营商星历表的数据。使用原型,作者分析了数据,确定了潜在的卫星会合点,计算了碰撞概率,并生成了会合数据消息(CDM)。该小组将结果与现有的操作系统进行了比较,并达成了良好的一致意见。OSC及其合作伙伴向国会展示了OADR原型结果,该结果由《2021年综合拨款法》第116-260号公法资助和指导。本文描述了原型的一些背景和基本原理、原型的目标和派生要求、架构、部署的软件、使用的数据、连接分析结果、原型结果与现有美国政府系统的比较,以及OADR的下一步可能步骤。
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引用次数: 0
A critical review on very high cycle corrosion fatigue: Mechanisms, methods, materials, and models 高周腐蚀疲劳研究综述:机制、方法、材料和模型
Q3 ENGINEERING, AEROSPACE Pub Date : 2023-09-01 DOI: 10.1016/j.jsse.2023.05.002
Alireza Behvar, Meysam Haghshenas

Determining the long-term corrosion fatigue strength of structural materials in service conditions is one of the most significant problems of the design engineer. Synergistic interactions between mechanical fatigue effects and environmental factors may be more harmful than the total effects of each mechanism working alone. Current understanding is inadequate to handle life estimate with a good physical foundation, from the onset of localized corrosion (such as pitting) through the estimation of fracture propagation. Considering that a corrosion phenomenon is a time-dependent event, the extended fatigue life of the components, exposed to a corrosive environment, is a key concept to comprehend to design safely against corrosion and ultralong life fatigue failure. Utilizing In-situ (or ex-situ) ultrasonic fatigue testing, the ultralong-life fatigue and corrosion behavior of structural materials in a very high cycle regime could well be studied. In this article, the benefits of ultrasonic fatigue testing, including screening tests' efficiency, acceleration, reliability, and the research of fatigue and corrosion fatigue behavior in very high cycle regimes are mostly described. The focus of this state-of-the-art review paper will be on the significance of corrosion pits and the interaction between mechanical cycling and corrosion pitting in the very high-cycle corrosion fatigue fracture initiation stage. The paper starts with an introduction to various mechanisms of corrosion fatigue. It then continues with a general description of very high cycle fatigue (VHCF) and very high cycle corrosion fatigue (VHC-CF) and then continues with the characterization of VHCF and VHC-CF of conventionally and additively manufactured materials. This review article also analyses available VHC-CF crack models in both conventionally-fabricated and additively manufactured metallic materials. Finally, a comprehensive summary of the needs, importance, and applications of VHC-CF has been provided in the current review paper.

确定结构材料在使用条件下的长期腐蚀疲劳强度是设计工程师最重要的问题之一。机械疲劳效应和环境因素之间的协同作用可能比单独工作的每个机制的总效应更有害。目前的理解不足以在良好的物理基础上处理寿命估计,从局部腐蚀(如点蚀)的开始到裂缝扩展的估计。考虑到腐蚀现象是一个与时间相关的事件,暴露在腐蚀环境中的部件的延长疲劳寿命是安全设计抗腐蚀和超长寿命疲劳失效的关键概念。利用原位(或非原位)超声疲劳试验,可以很好地研究结构材料在高循环状态下的超长寿命疲劳和腐蚀行为。本文主要介绍了超声疲劳试验的优点,包括筛选试验的效率、加速度、可靠性,以及对超高循环状态下疲劳和腐蚀疲劳行为的研究。这篇最新综述论文的重点将是腐蚀坑的重要性,以及在极高循环腐蚀疲劳断裂起始阶段机械循环和腐蚀坑之间的相互作用。本文首先介绍了腐蚀疲劳的各种机制。然后继续对甚高循环疲劳(VHCF)和甚高循环腐蚀疲劳(VHC-CF)进行一般性描述,然后继续对常规和添加制造的材料的VHCF和VHC-CF进行表征。这篇综述文章还分析了传统制造和添加制造的金属材料中可用的VHC-CF裂纹模型。最后,本综述文件对VHC-CF的需求、重要性和应用进行了全面总结。
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引用次数: 7
ESA's current approaches to end-of-life strategies for HEO missions 欧空局目前对HEO任务生命周期结束战略的方法
Q3 ENGINEERING, AEROSPACE Pub Date : 2023-09-01 DOI: 10.1016/j.jsse.2023.08.004
Francesca Letizia, Silvia Sanvido, Stijn Lemmens, Klaus Merz, Richard Southworth, Bruno Sousa

ESA's Space Debris Office (SDO) provides support and recommendations for the on-ground risk assessment at the satellite's end of life (EOL) to internal ESA missions as well as external partners. The support covers missions in Low Earth Orbit (LEO) and highly eccentric orbits (HEO), but also special cases such as a re-entry of interplanetary missions. While for LEO and Geostationary orbits (GEO), guidelines for disposal in terms of natural decays and graveyard orbit are available, HEO orbits require tailored strategies to guarantee limited interference with the protected regions and a safe re-entry. The present works aims to provide an overview and reflection on the current approaches for the end-of-life strategies for mission in HEO orbits, accounting for the main uncertainties.

欧空局空间碎片办公室(SDO)为欧空局内部任务以及外部合作伙伴提供卫星寿命结束时的地面风险评估支持和建议。支持范围包括低地球轨道(LEO)和高偏心轨道(HEO)的任务,但也包括诸如行星际任务重返大气层等特殊情况。而对于低轨道和地球静止轨道(GEO),在自然衰变和墓地轨道方面的处置准则是可用的,高轨道轨道需要量身定制的策略,以保证对保护区的干扰有限和安全再入。目前的工作旨在概述和反思目前的方法在HEO轨道任务的寿命结束策略,考虑到主要的不确定性。
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引用次数: 1
Safety standards for launch and re-entry operations: Overview of current risk management policies in different countries and industries 发射和重返大气层作业的安全标准:不同国家和行业现行风险管理政策概览
Q3 ENGINEERING, AEROSPACE Pub Date : 2023-09-01 DOI: 10.1016/j.jsse.2023.05.005
Tobias Rabus

Space vehicles travel long distances during launch or re-entry before reaching their destination. To reduce the risk to noninvolved third parties in the case of a non-nominal event, current best practice is to assure large parts of the ascent or decent flight phase are above open water or at least over regions with low population density. Nevertheless, at any one time the vehicle trajectory / instantaneous impact point may cross countries other than the one the launch took place in. This can pose a risk to the country's population and infrastructure and it has to be ensured that their safety regulations are met. The need to consider multiple risk and safety policies of different states, complicates and enlengthens mission planning. International harmonization of handling launch and re-entry risks in spaceflight would simplify the access to space and the required planning and certification processes. Against the background of an increasing frequency of space operations the required safety measures have to be evaluated regarding their impact on air and sea traffic. When considering the consequences caused by such measures, for example in the form of extended flight trajectories, these contrast with the goals of air traffic that is as efficient and ecologically sustainable as possible. To minimize these effects and at the same time ensuring the safety of operation, more refined risk determination methods are required to effectively protect air and sea operations by leaving less space for unnecessary safety margins. As different approaches may yield different results, an international accepted framework for such calculations would be beneficial. To consider the basis for a process of international harmonization, the first step is to collect and compare common risk management practices. Many states do not have yet a national standard for launch and re-entry safety. Hence, other industrial sectors, especially aviation, and their way of handling risks to the general public are presented in this paper, additionally to already existing safety requirements in space transportation. The aim is to establish a summary of how risk is managed in different industries and countries and the way of determining it, that may support the development of a future international standard to ensure launch and re-entry missions are safe and efficient.

航天飞行器在发射或重返大气层过程中,在到达目的地之前要进行长距离飞行。为了在非名义事件的情况下降低非相关第三方的风险,目前的最佳做法是确保上升或体面飞行阶段的大部分都在开放水域上方,或者至少在人口密度低的地区上方。然而,在任何时候,车辆轨迹/瞬时撞击点都可能跨越发射所在国以外的国家。这可能会对该国的人口和基础设施构成风险,必须确保其安全法规得到满足。需要考虑不同州的多种风险和安全政策,这使任务规划变得复杂和漫长。国际上协调处理航天飞行中的发射和重返大气层风险将简化进入太空以及所需的规划和认证程序。在空间行动日益频繁的背景下,必须评估所需的安全措施对空中和海上交通的影响。当考虑到这些措施造成的后果时,例如以延长飞行轨迹的形式,这些措施与尽可能高效和生态可持续的空中交通目标形成了鲜明对比。为了最大限度地减少这些影响,同时确保作业安全,需要更精细的风险确定方法,通过减少不必要的安全裕度来有效保护空中和海上作业。由于不同的方法可能产生不同的结果,为这种计算建立一个国际公认的框架将是有益的。为了考虑国际协调进程的基础,第一步是收集和比较共同的风险管理做法。许多州还没有关于发射和重返大气层安全的国家标准。因此,除了太空运输中现有的安全要求外,本文还介绍了其他工业部门,特别是航空业,以及它们处理公众风险的方式。其目的是总结不同行业和国家如何管理风险以及确定风险的方式,这可能有助于制定未来的国际标准,以确保发射和重返大气层任务的安全和高效。
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引用次数: 0
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Journal of Space Safety Engineering
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