Digital twin method and application practice of spacecraft system driven by mechanism data [version 2; peer review: 1 approved, 2 approved with reservations]
Spacecrafts are large-scale systems characterized by various on-orbit configurations, multi-disciplinary coupling, and complex mission modes. Research and exploration on the data-driven spacecraft digital twins development methods must be carried out to satisfy various requirements such as spacecraf...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
F1000 Research Ltd
2025-04-01
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| Series: | Digital Twin |
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| Online Access: | https://digitaltwin1.org/articles/4-2/v2 |
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| _version_ | 1849706981309284352 |
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| author | Zhou Fanli Huang Lei Shang Shuai Wang Wei Zhou Haocheng |
| author_facet | Zhou Fanli Huang Lei Shang Shuai Wang Wei Zhou Haocheng |
| author_sort | Zhou Fanli |
| collection | DOAJ |
| description | Spacecrafts are large-scale systems characterized by various on-orbit configurations, multi-disciplinary coupling, and complex mission modes. Research and exploration on the data-driven spacecraft digital twins development methods must be carried out to satisfy various requirements such as spacecraft on-orbit condition monitoring and risk warning, fast flight conditions predictions, intelligent failure location, and virtual verification of failure. In this paper, significant progress is made in multiple key technologies, such as cyber-physical system modeling and simulation, hybrid modeling and model evolution through mechanism-data fusion, and interactive virtual-reality perception and mapping. The spacecraft digital twins’ model is constructed, and the spacecraft digital twin’s platform is designed and developed. Multiple digital twins’ application scenarios, such as on-orbit mission simulation and emulation, real-time interactive monitoring, and fast operating condition prediction, are supported. The research results are applied to the key on-orbit operation tasks, such as entering orbit, rendezvous and docking, position conversion, and astronaut exiting, enabling system-level digital operation for the sub-systems of spacecraft such as energy, power, control, and communication sub-systems. |
| format | Article |
| id | doaj-art-93ddf867106843eaa01acef872fe715f |
| institution | DOAJ |
| issn | 2752-5783 |
| language | English |
| publishDate | 2025-04-01 |
| publisher | F1000 Research Ltd |
| record_format | Article |
| series | Digital Twin |
| spelling | doaj-art-93ddf867106843eaa01acef872fe715f2025-08-20T03:16:03ZengF1000 Research LtdDigital Twin2752-57832025-04-01410.12688/digitaltwin.17913.219388Digital twin method and application practice of spacecraft system driven by mechanism data [version 2; peer review: 1 approved, 2 approved with reservations]Zhou Fanli0Huang Lei1https://orcid.org/0009-0002-1167-4900Shang Shuai2Wang Wei3Zhou Haocheng4Suzhou Tongyuan Software & Control Technology Co., Ltd., Suzhou, 215000, ChinaSuzhou Tongyuan Software & Control Technology Co., Ltd., Suzhou, 215000, ChinaBeijing Spacecraft General Design Department, Beijing, 100094, ChinaBeijing Spacecraft General Design Department, Beijing, 100094, ChinaBeijing Spacecraft General Design Department, Beijing, 100094, ChinaSpacecrafts are large-scale systems characterized by various on-orbit configurations, multi-disciplinary coupling, and complex mission modes. Research and exploration on the data-driven spacecraft digital twins development methods must be carried out to satisfy various requirements such as spacecraft on-orbit condition monitoring and risk warning, fast flight conditions predictions, intelligent failure location, and virtual verification of failure. In this paper, significant progress is made in multiple key technologies, such as cyber-physical system modeling and simulation, hybrid modeling and model evolution through mechanism-data fusion, and interactive virtual-reality perception and mapping. The spacecraft digital twins’ model is constructed, and the spacecraft digital twin’s platform is designed and developed. Multiple digital twins’ application scenarios, such as on-orbit mission simulation and emulation, real-time interactive monitoring, and fast operating condition prediction, are supported. The research results are applied to the key on-orbit operation tasks, such as entering orbit, rendezvous and docking, position conversion, and astronaut exiting, enabling system-level digital operation for the sub-systems of spacecraft such as energy, power, control, and communication sub-systems.https://digitaltwin1.org/articles/4-2/v2digital twin; spacecraft; data-driven mechanism;eng |
| spellingShingle | Zhou Fanli Huang Lei Shang Shuai Wang Wei Zhou Haocheng Digital twin method and application practice of spacecraft system driven by mechanism data [version 2; peer review: 1 approved, 2 approved with reservations] Digital Twin digital twin; spacecraft; data-driven mechanism; eng |
| title | Digital twin method and application practice of spacecraft system driven by mechanism data [version 2; peer review: 1 approved, 2 approved with reservations] |
| title_full | Digital twin method and application practice of spacecraft system driven by mechanism data [version 2; peer review: 1 approved, 2 approved with reservations] |
| title_fullStr | Digital twin method and application practice of spacecraft system driven by mechanism data [version 2; peer review: 1 approved, 2 approved with reservations] |
| title_full_unstemmed | Digital twin method and application practice of spacecraft system driven by mechanism data [version 2; peer review: 1 approved, 2 approved with reservations] |
| title_short | Digital twin method and application practice of spacecraft system driven by mechanism data [version 2; peer review: 1 approved, 2 approved with reservations] |
| title_sort | digital twin method and application practice of spacecraft system driven by mechanism data version 2 peer review 1 approved 2 approved with reservations |
| topic | digital twin; spacecraft; data-driven mechanism; eng |
| url | https://digitaltwin1.org/articles/4-2/v2 |
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