AI for space traffic management

IF 16.4 1区化学 Q1 CHEMISTRY, MULTIDISCIPLINARY

Accounts of Chemical Research Pub Date : 2023-09-16 DOI:10.1016/j.jsse.2023.08.007

Chiara Manfletti , Marta Guimarães , Claudia Soares

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Abstract

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.

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用于空间交通管理的人工智能

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。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Accounts of Chemical Research 化学-化学综合

CiteScore

31.40

自引率

1.10%

发文量

312

审稿时长

2 months

期刊介绍： Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.