Volume 41 Issue 1
Jan.  2021
Turn off MathJax
Article Contents
ZHANG Zexu, LI Ruixue. Progress and Enlightenment of Intelligent On-orbit Operation of International Space Station[J]. Chinese Journal of Space Science, 2021, 41(1): 118-128. doi: 10.11728/cjss2021.01.118
Citation: ZHANG Zexu, LI Ruixue. Progress and Enlightenment of Intelligent On-orbit Operation of International Space Station[J]. Chinese Journal of Space Science, 2021, 41(1): 118-128. doi: 10.11728/cjss2021.01.118

Progress and Enlightenment of Intelligent On-orbit Operation of International Space Station

doi: 10.11728/cjss2021.01.118
  • Received Date: 2020-11-11
  • Publish Date: 2021-01-15
  • The mission of a space station that is known as the big platform of near-earth space is to enable long-term flight to explore space. As the ever-increasing number of on-orbit missions, it is a challenge to manage an effective on-orbit project. With the deep integration of artificial intelligence and space technology, the on-orbit operation of a space station has gradually developed to be intelligent. Therefore, the intelligent operation of spacecraft has become an inevitable trend. This paper focuses on the development of on-orbit intellectualization at the International Space Station (ISS) and the application of artificial intelligence technology in its health management, mission planning and scheduling, mission operation and human-computer interaction. It is hoped that the research will contribute to the intelligent on-orbit operation in China.

     

  • loading
  • [1]
    WANG Zhonggui. Theory and Practice of Manned Space Flight Control[M]. Beijing:National Defense Industry Press, 2015:15-28(王忠贵. 载人航天飞行控制理论与实践[M]. 北京:国防工业出版社, 2015:15-28)
    [2]
    FIGUEROA J F, WALKER M G. Integrated System Health Management (ISHM) and autonomy[C]//2018 AIAA Information Systems——AIAA Infotech. Florida:Aerospace, 2018:1152
    [3]
    LI Ruixue, ZHANG Zexu. Enlightenment of ISS health management system on construction of China Space Station[J]. Manned Spaceflight, 2020, 26(1):120-127(李瑞雪, 张泽旭. 国际空间站健康管理系统对我国空间站建设的启示[J]. 载人航天, 2020, 26(1):120-127)
    [4]
    JI Changwei, HUANG Wenhu, RONG Jili. Fault diagnosis technology for foreign manned spacecraft[J]. Chin. Space Sci. Technol., 1995, 15(1):23-29(纪常伟, 黄文虎, 荣吉利. 国外载人航天器故障诊断技术[J]. 中国空间科学技术, 1995, 15(1):23-29)
    [5]
    DEB S, PATTIPATI K R, SHRESTHA R. QSI's integrated diagnostics toolset[C]//1997 IEEE Autotestcon Proceedings Autotestcon'97. IEEE Systems Readiness Technology Conference. Systems Readiness Supporting Global Needs and Awareness in the 21st Century. Anaheim:IEEE, 1997:408-421
    [6]
    PATTIPATI K R, RAGHAVAN V, SHAKERI M, et al. TEAMS:testability engineering and maintenance system[C]//Proceedings of 1994 American Control Conference-ACC'94. Baltimore:IEEE, 1994:1989-1995
    [7]
    MATHUR A, DEB S, PATTIPATI K R. Modeling and real-time diagnostics in TEAMS-RT[C]//American Control Conference, 1998. Proceedings of the 1998. Philadelphia:IEEE, 1998:1610-1614
    [8]
    HAYDEN S, SWEET A, SHULMAN S. Lessons Learned in the Livingstone 2 on Earth Observing One Flight Experiment[M]. Infotech Arlington:Aerospace, 2004:7000
    [9]
    HAYDEN S, SWEET A, CHRISTA S. Livingstone model-based diagnosis of Earth observing one[C]//AIAA 1st Intelligent Systems Technical Conference. Chicago:AIAA, 2004:6225
    [10]
    NARASIMHAN S, BROWNSTON L. HyDE-a general framework for stochastic and hybrid model based diagnosis[J]. Proc. DX, 2007(7):162-169.
    [11]
    LI Bo, WANG Xinsheng, ZHOU Kaixing, et al. Fault diagnosis based on hybrid model reasoning[J]. Space Electron. Technol., 2014, 1:116-122(李博, 王新升, 周开兴, 等. 基于混合模型推理的故障诊断研究[J]. 空间电子技术, 2014, 1:116-122)
    [12]
    MA Lei. Advanced aircraft fault diagnosis tools abroad[J]. Qual. Reliab., 2009, 5:54-58(马磊. 国外先进的飞行器故障诊断工具[J]. 质量与可靠性, 2009, 5:54-58)
    [13]
    Diagnosis of Complex Dynamical Systems, NASA.gov[OL].[2008-03-29]. https://www.nasa.gov/centers/ames/research/technology-onepagers/diagnosis_complex_systems.html
    [14]
    SOOTS S, BURCHETT B. Dynamic fuzzy models of the fastrac startup sequence for fault detection[C]//46th AIAA Aerospace Sciences Meeting and Exhibit. Reno:AIAA, 2008:882
    [15]
    IVERSON D J. System and method for outlier detection via estimating clusters[P]. US Patent No.9, 336, 484. 2016-5-10
    [16]
    IVERSON D L, MARTIN R, SCHWABACHER M, et al. General purpose data-driven monitoring for space operations[J]. J. Aerospace Comput. Inform. Commun., 2012, 9(2):26-44
    [17]
    SPIRKOVSKA L, IVERSON D, HALL D, et al. Anomaly detection for next-generation space launch ground operations[C]//SpaceOps 2010 Conference Delivering on the Dream Hosted by NASA Marshall Space Flight Center and Organized by AIAA. Huntsville:AIAA, 2010:2182
    [18]
    NASA Administrator. ODVEC Monitoring System Certified and Deployed in JSC Mission Control Center[EB/OL].[2013-08-16]. https://www.nasa.gov/centers/ames/orgs/exploration-tech/tech-updates/tech-update-odvec.html
    [19]
    COLOMBANO S P, SPIRKOVSKA L, BASKARAN V, et al. A system for fault management and fault consequences analysis for NASA's Deep Space Habitat[C]//AIAA SPACE 2013 Conference and Exposition. San Diego:AIAA, 2013:5319
    [20]
    MCCANN R S, SPIRKOVSKA L, SMITH I. Putting integrated system health management to work:development of an advanced caution and warning system for next-generation crewed spacecraft missions[C]//AIAA Infotech Aerospace (IA) Conference. Mountain View:AIAA, 2013:4660
    [21]
    SPIRKOVSKA L, AASENG G, IVERSON D, et al. Advanced Caution and Warning System, Final Report-2011[R]. California:NASA, 2013
    [22]
    LUO Yazhong, LIN Kunpeng, TANG Guojin. Review of space station operation mission planning technology[J]. Manned Spaceflight, 2012, 18(2):7-13, 20(罗亚中, 林鲲鹏, 唐国金. 空间站运营任务规划技术评述[J]. 载人航天, 2012, 18(2):7-13, 20)
    [23]
    POPOV A. Mission planning on the international space station program, concepts and systems[C]//IEEE Aerospace Conference. Piscataway:IEEE Public, 2003:3427-3434
    [24]
    MUERY K, FOSHEE M, MARSH A. Automated derivation of complex system constraints from user requirements[C]//IEEE International Conference on Space Mission Challenges for Information Technology. California:IEEE, 2006
    [25]
    TORRES C M, GRETHEN M. Planning Space Operations-Past, Present & Future[C]//SpaceOps 2002 Conference. Houston, Texas.:AIAA:https://doi.org/10.2514/6.2002-T3-08
    [26]
    MAXWELL T, HOWELL E. Planning as a precursor to scheduling for Space Station payload operations[C]//Space Programs and Technologies Conference. Huntsville:AIAA, 1995:3535
    [27]
    NASA Technology Transfer Program, Innovator Spotlight:David Iverson[OL]. https://technology.nasa.gov/features/dave-iverson.html
    [28]
    FUKUNAGA A, RABIDEAU G, CHIEN S, et al. Aspen:A framework for automated planning and scheduling of spacecraft control and operations[C]//Proc. International Symposium on AI, Robotics and Automation in Space (i-SAIRAS), Tokyo, Japan, 1997
    [29]
    MUSCETTOLA N, FRY C, RAJAN K, et al. On-board planning for New Millennium Deep Space One autonomy[C]//Aerospace Conference Proceedings IEEE. Snowmass:IEEE, 1997
    [30]
    HEALY M, MARQUEZ J, HILLENIUS S, et al. Progress of Crew Autonomous Scheduling Test (CAST) on the ISS[C]//Annual Technical Symposium:AIAA Houston-Human Systems Integration ERG Technical Symposium. Houston, Texas. NASA Technical Reports Server, 2017:JSC-CN-39290-1 https://ntrs.nasa.gov/citations/20170005534
    [31]
    MARQUEZ J J, HILLENIUS S, HEALY M. Increasing Human Spaceflight Capabilities:Demonstration of Crew Autonomy through Self-Scheduling Onboard International Space Station[R]. San Francisco:International Space Station Research & Development Conference, 2018
    [32]
    MARQUEZ J J, HILLENIUS S, KANEFSKY B, et al. Increasing crew autonomy for long duration exploration missions:self-scheduling[C]//2017 IEEE Aerospace Conference. Big Sky:IEEE, 2017:1-10
    [33]
    MARQUEZ J J, HILLENIUS S, HEALY M, et al. Lessons Learned from International Space Station Crew Autonomous Scheduling Test[R]. Berkley:International Workshop on Planning and Scheduling for Space, 2019
    [34]
    HILLENIUS S, MARQUEZ J, KORTH D, et al. Evaluation of Crew-Centric Onboard Mission Operations Planning and Execution Tool:Year 2[R]. Galveston:NASA Human Research Program Investigators Workshop, 2018
    [35]
    BROWN R, BRAUNSTEIN E, BRUNET R, et al. Timeliner:automating procedures on the ISS[C]//Spaceops Conference. Cambridge:AIAA, 2002
    [36]
    STETSON H K, DEITSCH D K, CRUZEN C A, et al. Autonomous payload operations onboard the international space station[C]//Aerospace Conference. Big Sky:IEEE, 2007
    [37]
    CORNELIUS J R. International Space Station (ISS) Payload Autonomous Operations[C]//International Conference on Space Operations. Moffett Field:AIAA, 2016
    [38]
    Stetson H K, Haddock A T, Frank J, et al. AMO EXPRESS:A Command and Control Experiment for Crew Autonomy Onboard the International Space Station[C]//AIAA Space Conference & Exposition. 2013
    [39]
    Autonomous Systems and Operations, NASA Ames Research Center, Moffett Field, California, United States[OL]. https://www.nasa.gov/mission_pages/station/research/experiments/explorer/Investigation.html?#id=7582
    [40]
    FRANK J, SPIRKOVSKA L, MCCANN R, et al. Pohlkamp and L Morin, Autonomous mission operations[C]//2013 IEEE Aerospace Conference. Big Sky:IEEE, 2013:1-20
    [41]
    POHLKAMP K M, MAULDIN J, FRANK J D. Demonstrating autonomous mission operations onboard the international space station[C]//AIAA Space Conference & Exposition. Houston:AIAA, 2015
    [42]
    Autonomous Mission Operations TOCA Autonomous Operations Project. NASA Ames Research Center, Moffett Field, California, United States[OL].[2012-03-3]. https://www.nasa.gov/mission_pages/station/research/experiments/1248.html
    [43]
    MONTGOMERY K, MUNDT C, THONIER G, et al. Lifeguard-a personal physiological monitor for extreme environments[C]//Conference of the Proceeding IEEE Engineer Medicine and Biology Society. California:IEEE, 2004
    [44]
    TINGDAHL D, DE WEERDT D, VERGAUWEN M, et al. WEAR++3D model driven camera tracking on board the International Space Station[C]//International Conference on 3d Imaging. Liege:IEEE, 2013
    [45]
    SCHEID F, NITSCH A, KOENIG H, et al. European SDTO Operation at Col-CC[C]//SpaceOps 2010 Conference Delivering on the Dream Hosted by NASA Marshall Space Flight Center and Organized by AIAA. Huntsville:AIAA, 2010:2259
    [46]
    RIENZO M D, VAINI E, LOMBARDI P. Wearable monitoring:a project for the unobtrusive investigation of sleep physiology aboard the International Space Station[C]//Computing in Cardiology Conference. Nice:IEEE, 2016
    [47]
    BOYD A, FORTUNATO A, WOLFF M, et al. mobiPV:a new, wearable real-time collaboration software for Astronauts using mobile computing solutions[C]//International Conference on Space Operations. The Netherlands:AIAA, 2015
    [48]
    The Hololens device launched to the International Space Station. Jet Propulsion Laboratory[OL].[2015-06-25]. https://www.jpl.nasa.gov/news/news.php?feature=4642
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Article Metrics

    Article Views(616) PDF Downloads(126) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return