人工智能在中国航天的应用与展望
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摘要
随着物联网、大规模并行计算、大数据和深度学习算法等技术的突破,人工智能近年来取得了突飞猛进的发展,在图像识别、语音识别、自然语言处理、无人驾驶、智能机器人等众多领域展现出令人期待的发展前景,并得到了国内外各政府的关注和支持;该文将人工智能技术与运载火箭、深空探测器、武器装备等航天应用相结合,论述其在自主规划航天任务、高效智能地面测试、全面快速设计保障等方面的应用模式,并从产品规划、顶层设计、产品打造、具体实施几个方面对中国航天后续发展人工智能技术提出了相关的对策建议。
With the breakthrough of technology such as networking,massively parallel computing,big data and deep learning algorithms,Artificial Intelligence has achieved rapid development in recent years,exciting prospects for development in image identification,voice recognition,Natural Language Processing(NLP),self-driving,thus got the attention and support from governments of the world.This paper combines artificial intelligence technology with space applications such as rockets,deep-space detector and weapon equipment,then describes its application prospect in space Mission Planning,Ground Testing,Integrated Support,etc.And puts forward relevant countermeasures and suggestions on the subsequent development of AI technology in China Aerospace.
With the breakthrough of technology such as networking,massively parallel computing,big data and deep learning algorithms,Artificial Intelligence has achieved rapid development in recent years,exciting prospects for development in image identification,voice recognition,Natural Language Processing(NLP),self-driving,thus got the attention and support from governments of the world.This paper combines artificial intelligence technology with space applications such as rockets,deep-space detector and weapon equipment,then describes its application prospect in space Mission Planning,Ground Testing,Integrated Support,etc.And puts forward relevant countermeasures and suggestions on the subsequent development of AI technology in China Aerospace.
引文
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[5]张克,邵长胜,强文义.基于面向Agent技术的任务规划系统研究[J].高技术通讯,2002,12(5):82-86.
[6]鲁宇.中国运载火箭技术发展[J].宇航总体技术,2017(3):5-12.
[7]郭凤英,何洪庆.人工智能技术在航天领域的应用[J].中国航天,1996(6):19-21.
[8]谭勇,王伟.智能故障诊断技术及发展[J].飞航导弹,2009(7):35-38.
[2]张妮,徐文尚,王文文.人工智能技术发展及应用研究综述[J].煤矿机械,2009,30(2):4-7.
[3]沈林城,关世义.开放式飞行任务规划方法[J].宇航学报,1998,19(2):13-18.
[4]席政.人工智能在航天飞行任务规划中的应用研究[J].航空学报,2007,28(4):791-795.
[5]张克,邵长胜,强文义.基于面向Agent技术的任务规划系统研究[J].高技术通讯,2002,12(5):82-86.
[6]鲁宇.中国运载火箭技术发展[J].宇航总体技术,2017(3):5-12.
[7]郭凤英,何洪庆.人工智能技术在航天领域的应用[J].中国航天,1996(6):19-21.
[8]谭勇,王伟.智能故障诊断技术及发展[J].飞航导弹,2009(7):35-38.