Digital Twin of Space Environment: Development, Challenges, Applications, and Future Outlook

This paper explores and discusses the revolutionary applications of digital twin technology in space environments and its profound impact on future space exploration activities. Originating from a proposal by the National Aeronautics and Space Administration (NASA) in 2002, digital twin technology a...

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Published inRemote sensing (Basel, Switzerland) Vol. 16; no. 16; p. 3023
Main Authors Liu, Wei, Wu, Mengwei, Wan, Gang, Xu, Minyi
Format Journal Article
LanguageEnglish
Published Basel MDPI AG 01.08.2024
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Abstract This paper explores and discusses the revolutionary applications of digital twin technology in space environments and its profound impact on future space exploration activities. Originating from a proposal by the National Aeronautics and Space Administration (NASA) in 2002, digital twin technology aims to enhance the safety and reliability of space missions by creating precise virtual models. As the technology has evolved, its applications have successfully expanded beyond aerospace to include Industry 4.0, healthcare, and urban management, demonstrating remarkable cross-industry adaptability and broad impact. In space applications, digital twin technology can not only improve spacecraft design and maintenance processes but also enhance the efficiency of mission planning and execution. It plays a crucial role in astronaut training and emergency response as well. Particularly in extreme space conditions, this technology provides real-time monitoring and fault prediction, significantly enhancing mission safety and success rates. However, despite its recognized potential, the implementation of digital twins in space environments faces numerous challenges, including data transmission delays, model accuracy, and the design of user–system interactions. In the future, as artificial intelligence (AI) and machine learning (ML) technologies become mature and integrated, the digital twin will play a more central role in space missions, especially in remote operations, complex system management, and deep space exploration. This article is to overview key technical features, application examples, and challenges of digital twin technology, aiming to provide a comprehensive reference framework for researchers and developers while inspiring further in-depth studies and innovative applications.
AbstractList This paper explores and discusses the revolutionary applications of digital twin technology in space environments and its profound impact on future space exploration activities. Originating from a proposal by the National Aeronautics and Space Administration (NASA) in 2002, digital twin technology aims to enhance the safety and reliability of space missions by creating precise virtual models. As the technology has evolved, its applications have successfully expanded beyond aerospace to include Industry 4.0, healthcare, and urban management, demonstrating remarkable cross-industry adaptability and broad impact. In space applications, digital twin technology can not only improve spacecraft design and maintenance processes but also enhance the efficiency of mission planning and execution. It plays a crucial role in astronaut training and emergency response as well. Particularly in extreme space conditions, this technology provides real-time monitoring and fault prediction, significantly enhancing mission safety and success rates. However, despite its recognized potential, the implementation of digital twins in space environments faces numerous challenges, including data transmission delays, model accuracy, and the design of user–system interactions. In the future, as artificial intelligence (AI) and machine learning (ML) technologies become mature and integrated, the digital twin will play a more central role in space missions, especially in remote operations, complex system management, and deep space exploration. This article is to overview key technical features, application examples, and challenges of digital twin technology, aiming to provide a comprehensive reference framework for researchers and developers while inspiring further in-depth studies and innovative applications.
Author Wan, Gang
Wu, Mengwei
Xu, Minyi
Liu, Wei
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Cites_doi 10.1007/978-3-031-31066-9_53
10.1109/TIV.2022.3195635
10.1016/j.scs.2020.102412
10.1016/j.promfg.2020.02.084
10.1016/j.actaastro.2023.07.016
10.1016/j.ifacol.2021.04.165
10.1007/978-981-97-0665-5_14
10.1186/s40323-020-00147-4
10.1016/j.engfracmech.2020.107076
10.3390/machines11020151
10.1016/j.ijinfomgt.2019.05.020
10.1007/978-981-97-0041-7_8
10.1016/j.rser.2021.110801
10.1016/j.paerosci.2021.100761
10.1155/2011/154798
10.1007/978-3-030-90387-9
10.1007/s00170-017-0233-1
10.1109/ACCESS.2020.2998358
10.1016/j.jmsy.2020.06.017
10.1145/960112.28746
10.1038/s43017-023-00409-w
10.1109/VTC2020-Spring48590.2020.9128938
10.1098/rsta.2020.0360
10.1109/ACCESS.2021.3136458
10.1007/s10686-021-09807-8
10.1016/j.promfg.2017.04.039
10.1109/ACCESS.2020.2970143
10.3390/su13063386
10.1016/j.actaastro.2024.01.034
10.1016/j.jmsy.2020.05.012
10.1177/20552076221149651
10.1109/ACCESS.2021.3060863
10.1061/(ASCE)ME.1943-5479.0000763
10.1016/j.vrih.2022.05.003
10.1061/(ASCE)ME.1943-5479.0000741
10.1080/0951192X.2020.1747642
10.1109/COMST.2016.2603518
10.3390/app10134482
10.1007/s12652-018-0911-3
10.1109/TII.2018.2873186
10.3390/aerospace11010073
10.1016/j.aei.2022.101706
10.1049/cim2.12010
10.1109/MCOM.001.2001237
10.1109/ACCESS.2019.2927811
10.1145/3226595.3226638
10.1016/j.jmsy.2022.06.015
10.1023/A:1009843930701
10.3390/sym12081307
10.1007/s00170-019-04653-7
10.1038/d41586-019-02849-1
10.1080/00207543.2018.1443229
10.1016/j.matpr.2020.06.446
10.3390/systems12020038
10.1109/TST52996.2021.00019
10.1007/s00170-021-07183-3
10.1016/j.actaastro.2017.01.022
10.1007/978-3-030-18732-3_1
10.1016/j.apenergy.2021.117954
10.1038/s41598-024-54012-0
10.1016/j.compeleceng.2022.108033
10.1016/j.cirpj.2020.02.002
10.1080/10447318.2022.2118189
10.1016/j.actaastro.2015.04.018
10.20944/preprints202306.0841.v1
10.3390/systems7010007
10.3390/rs14061335
10.1016/j.aei.2021.101297
10.1109/ACCESS.2021.3061722
10.1109/MAES.2014.14110
10.1016/j.jmsy.2021.02.009
10.12688/digitaltwin.17467.2
10.1109/COMST.2020.3028247
10.3390/jpm11080745
10.1007/978-3-030-59155-7_35
10.1504/IJPLM.2021.115700
10.1088/1742-6596/1486/7/072038
10.5194/isprsarchives-XL-3-W1-87-2014
10.1016/j.actaastro.2022.12.016
10.1186/s13073-019-0701-3
10.1109/ACCESS.2018.2793265
10.3390/s22114106
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References ref_93
Liu (ref_54) 2021; 58
Maier (ref_83) 1986; 21
Jia (ref_98) 2022; 53
Lo (ref_39) 2021; 48
ref_12
ref_11
Li (ref_17) 2023; 4
Phanden (ref_37) 2021; 38
ref_96
Peres (ref_87) 2014; 40
ref_19
ref_18
ref_15
Hu (ref_50) 2021; 2
Wang (ref_35) 2020; 53
Bhatti (ref_23) 2021; 141
Francisco (ref_60) 2020; 36
Yang (ref_65) 2021; 9
ref_25
Zhang (ref_21) 2019; 135
ref_22
Ester (ref_86) 2000; 4
ref_20
Zhang (ref_73) 2022; 1
Groshev (ref_10) 2021; 59
Lu (ref_46) 2019; 7
ref_26
Tao (ref_6) 2019; 15
Stergiou (ref_16) 2022; 4
Borrebaeck (ref_28) 2020; 12
Angin (ref_61) 2020; 11
Amati (ref_43) 2021; 52
Huang (ref_30) 2022; 36
ref_79
Deng (ref_33) 2021; 6
ref_77
Jiang (ref_70) 2021; 58
Tao (ref_7) 2019; 573
Brenner (ref_80) 2017; 9
Zhang (ref_91) 2021; 59
Melesse (ref_57) 2021; 3
Sun (ref_72) 2020; 1486
ref_82
ref_81
Medina (ref_68) 2017; 134
Tao (ref_92) 2022; 64
ref_85
ref_84
Rasheed (ref_52) 2020; 8
Ye (ref_38) 2020; 234
Hausmann (ref_74) 2021; 13
Viscio (ref_44) 2015; 114
ref_53
Jones (ref_75) 2020; 29
ref_51
Sun (ref_27) 2023; 9
ref_59
Kaushal (ref_95) 2016; 19
Li (ref_36) 2021; 10
ODwyer (ref_31) 2020; 62
Tao (ref_40) 2019; 57
Alexopoulos (ref_14) 2020; 33
Barricelli (ref_97) 2024; 40
(ref_58) 2003; 130
(ref_88) 2015; 30
ref_67
ref_66
Lu (ref_34) 2020; 36
Tuegel (ref_5) 2011; 2011
Zheng (ref_71) 2019; 10
Tao (ref_41) 2018; 94
Holt (ref_64) 2023; 203
Hu (ref_24) 2022; 7
Min (ref_13) 2019; 49
ref_32
Havard (ref_42) 2019; 7
Arguelles (ref_47) 2024; 219
Son (ref_76) 2021; 115
Wright (ref_90) 2020; 7
Rathore (ref_9) 2021; 9
Kodheli (ref_94) 2020; 23
Jiang (ref_56) 2021; 379
Wang (ref_63) 2022; 101
Park (ref_78) 2020; 106
ref_45
Fuller (ref_8) 2020; 8
ref_1
Qi (ref_3) 2018; 6
ref_2
Ghandar (ref_62) 2021; 9
ref_49
ref_48
Melesse (ref_55) 2020; 42
Capuano (ref_89) 2022; 128
Granacher (ref_29) 2022; 306
Callsen (ref_69) 2023; 212
ref_4
References_xml – ident: ref_96
  doi: 10.1007/978-3-031-31066-9_53
– volume: 7
  start-page: 417
  year: 2022
  ident: ref_24
  article-title: Review and perspectives on driver digital twin and its enabling technologies for intelligent vehicles
  publication-title: IEEE Trans. Intell. Veh.
  doi: 10.1109/TIV.2022.3195635
– volume: 62
  start-page: 102412
  year: 2020
  ident: ref_31
  article-title: Integration of an energy management tool and digital twin for coordination and control of multi-vector smart energy systems
  publication-title: Sustain. Cities Soc.
  doi: 10.1016/j.scs.2020.102412
– volume: 9
  start-page: 106499
  year: 2021
  ident: ref_65
  article-title: Application Status and Prospect of Digital Twin for On-Orbit Spacecraft
  publication-title: IEEE Access
– volume: 42
  start-page: 267
  year: 2020
  ident: ref_55
  article-title: Digital twin models in industrial operations: A systematic literature review
  publication-title: Procedia Manuf.
  doi: 10.1016/j.promfg.2020.02.084
– volume: 212
  start-page: 100
  year: 2023
  ident: ref_69
  article-title: Feasible options for point-to-point passenger transport with rocket propelled reusable launch vehicles
  publication-title: Acta Astronaut.
  doi: 10.1016/j.actaastro.2023.07.016
– volume: 53
  start-page: 732
  year: 2020
  ident: ref_35
  article-title: Application and development prospect of digital twin technology in aerospace
  publication-title: IFAC-Pap. OnLine
  doi: 10.1016/j.ifacol.2021.04.165
– ident: ref_79
  doi: 10.1007/978-981-97-0665-5_14
– ident: ref_1
– volume: 7
  start-page: 1
  year: 2020
  ident: ref_90
  article-title: How to tell the difference between a model and a digital twin
  publication-title: Adv. Model. Simul. Eng. Sci.
  doi: 10.1186/s40323-020-00147-4
– volume: 234
  start-page: 107076
  year: 2020
  ident: ref_38
  article-title: Digital twin for the structural health management of reusable spacecraft: A case study
  publication-title: Eng. Fract. Mech.
  doi: 10.1016/j.engfracmech.2020.107076
– volume: 130
  start-page: 23
  year: 2003
  ident: ref_58
  article-title: PLM--beyond lean manufacturing
  publication-title: Manuf. Eng.
– ident: ref_19
  doi: 10.3390/machines11020151
– volume: 49
  start-page: 502
  year: 2019
  ident: ref_13
  article-title: Machine learning based digital twin framework for production optimization in petrochemical industry
  publication-title: Int. J. Inf. Manag.
  doi: 10.1016/j.ijinfomgt.2019.05.020
– ident: ref_93
  doi: 10.1007/978-981-97-0041-7_8
– volume: 141
  start-page: 110801
  year: 2021
  ident: ref_23
  article-title: Towards the future of smart electric vehicles: Digital twin technology
  publication-title: Renew. Sustain. Energy Rev.
  doi: 10.1016/j.rser.2021.110801
– volume: 128
  start-page: 100761
  year: 2022
  ident: ref_89
  article-title: On-board cooperative spacecraft relative navigation fusing GNSS with vision
  publication-title: Prog. Aerosp. Sci.
  doi: 10.1016/j.paerosci.2021.100761
– volume: 2011
  start-page: 154798
  year: 2011
  ident: ref_5
  article-title: Reengineering aircraft structural life prediction using a digital twin
  publication-title: Int. J. Aerosp. Eng.
  doi: 10.1155/2011/154798
– ident: ref_15
  doi: 10.1007/978-3-030-90387-9
– volume: 94
  start-page: 3563
  year: 2018
  ident: ref_41
  article-title: Digital twin-driven product design, manufacturing and service with big data
  publication-title: Int. J. Adv. Manuf. Technol.
  doi: 10.1007/s00170-017-0233-1
– volume: 8
  start-page: 108952
  year: 2020
  ident: ref_8
  article-title: Digital twin: Enabling technologies, challenges, and open research
  publication-title: IEEE Access
  doi: 10.1109/ACCESS.2020.2998358
– ident: ref_45
– volume: 58
  start-page: 346
  year: 2021
  ident: ref_54
  article-title: Review of digital twin about concepts, technologies, and industrial applications
  publication-title: J. Manuf. Syst.
  doi: 10.1016/j.jmsy.2020.06.017
– volume: 21
  start-page: 472
  year: 1986
  ident: ref_83
  article-title: Development of an object-oriented DBMS
  publication-title: ACM Sigplan Not.
  doi: 10.1145/960112.28746
– volume: 4
  start-page: 319
  year: 2023
  ident: ref_17
  article-title: Big Data in Earth system science and progress towards a digital twin
  publication-title: Nat. Rev. Earth Environ.
  doi: 10.1038/s43017-023-00409-w
– ident: ref_25
  doi: 10.1109/VTC2020-Spring48590.2020.9128938
– volume: 379
  start-page: 20200360
  year: 2021
  ident: ref_56
  article-title: Industrial applications of digital twins
  publication-title: Philos. Trans. R. Soc. A
  doi: 10.1098/rsta.2020.0360
– ident: ref_59
– volume: 10
  start-page: 9543
  year: 2021
  ident: ref_36
  article-title: Digital twin in aerospace industry: A gentle introduction
  publication-title: IEEE Access
  doi: 10.1109/ACCESS.2021.3136458
– ident: ref_53
– volume: 52
  start-page: 183
  year: 2021
  ident: ref_43
  article-title: The THESEUS space mission: Science goals, requirements and mission concept
  publication-title: Exp. Astron.
  doi: 10.1007/s10686-021-09807-8
– volume: 9
  start-page: 198
  year: 2017
  ident: ref_80
  article-title: Digital twin as enabler for an innovative digital shopfloor management system in the ESB Logistics Learning Factory at Reutlingen-University
  publication-title: Procedia Manuf.
  doi: 10.1016/j.promfg.2017.04.039
– volume: 8
  start-page: 21980
  year: 2020
  ident: ref_52
  article-title: Digital twin: Values, challenges and enablers from a modeling perspective
  publication-title: IEEE Access
  doi: 10.1109/ACCESS.2020.2970143
– ident: ref_32
  doi: 10.3390/su13063386
– volume: 219
  start-page: 376
  year: 2024
  ident: ref_47
  article-title: Mixed reality and digital twins for astronaut training
  publication-title: Acta Astronaut.
  doi: 10.1016/j.actaastro.2024.01.034
– volume: 58
  start-page: 36
  year: 2021
  ident: ref_70
  article-title: How to model and implement connections between physical and virtual models for digital twin application
  publication-title: J. Manuf. Syst.
  doi: 10.1016/j.jmsy.2020.05.012
– volume: 135
  start-page: 1234
  year: 2019
  ident: ref_21
  article-title: Digital twin-driven production progress prediction for discrete manufacturing enterprises
  publication-title: Comput. Ind. Eng.
– volume: 9
  start-page: 20552076221149651
  year: 2023
  ident: ref_27
  article-title: Digital twin in healthcare: Recent updates and challenges
  publication-title: Digit. Health
  doi: 10.1177/20552076221149651
– volume: 9
  start-page: 32030
  year: 2021
  ident: ref_9
  article-title: The role of ai, machine learning, and big data in digital twinning: A systematic literature review, challenges, and opportunities
  publication-title: IEEE Access
  doi: 10.1109/ACCESS.2021.3060863
– volume: 11
  start-page: 77
  year: 2020
  ident: ref_61
  article-title: Agrilora: A digital twin framework for smart agriculture
  publication-title: J. Wirel. Mob. Netw. Ubiquitous Comput. Dependable Appl.
– volume: 36
  start-page: 05020004
  year: 2020
  ident: ref_34
  article-title: Developing a digital twin at building and city levels: Case study of West Cambridge campus
  publication-title: J. Manag. Eng.
  doi: 10.1061/(ASCE)ME.1943-5479.0000763
– volume: 4
  start-page: 279
  year: 2022
  ident: ref_16
  article-title: Digital twin intelligent system for industrial IoT-based big data management and analysis in cloud
  publication-title: Virtual Real. Intell. Hardw.
  doi: 10.1016/j.vrih.2022.05.003
– volume: 36
  start-page: 04019045
  year: 2020
  ident: ref_60
  article-title: Smart city digital twin–enabled energy management: Toward real-time urban building energy benchmarking
  publication-title: J. Manag. Eng.
  doi: 10.1061/(ASCE)ME.1943-5479.0000741
– volume: 33
  start-page: 429
  year: 2020
  ident: ref_14
  article-title: Digital twin-driven supervised machine learning for the development of artificial intelligence applications in manufacturing
  publication-title: Int. J. Comput. Integr. Manuf.
  doi: 10.1080/0951192X.2020.1747642
– volume: 19
  start-page: 57
  year: 2016
  ident: ref_95
  article-title: Optical communication in space: Challenges and mitigation techniques
  publication-title: IEEE Commun. Surv. Tutor.
  doi: 10.1109/COMST.2016.2603518
– volume: 6
  start-page: 125
  year: 2021
  ident: ref_33
  article-title: A systematic review of a digital twin city: A new pattern of urban governance toward smart cities
  publication-title: J. Manag. Sci. Eng.
– ident: ref_82
  doi: 10.3390/app10134482
– ident: ref_22
– volume: 10
  start-page: 1141
  year: 2019
  ident: ref_71
  article-title: An application framework of digital twin and its case study
  publication-title: J. Ambient Intell. Humaniz. Comput.
  doi: 10.1007/s12652-018-0911-3
– volume: 15
  start-page: 2405
  year: 2019
  ident: ref_6
  article-title: Digital Twin in Industry: State-of-the-Art
  publication-title: IEEE Trans. Ind. Inform.
  doi: 10.1109/TII.2018.2873186
– ident: ref_66
  doi: 10.3390/aerospace11010073
– volume: 2
  start-page: 1
  year: 2021
  ident: ref_50
  article-title: Digital twin: A state-of-the-art review of its enabling technologies, applications and challenges
  publication-title: J. Intell. Manuf. Spec. Equip.
– ident: ref_49
– volume: 53
  start-page: 101706
  year: 2022
  ident: ref_98
  article-title: From simple digital twin to complex digital twin Part I: A novel modeling method for multi-scale and multi-scenario digital twin
  publication-title: Adv. Eng. Inform.
  doi: 10.1016/j.aei.2022.101706
– volume: 3
  start-page: 37
  year: 2021
  ident: ref_57
  article-title: Digital Twin models in industrial operations: State-of-the-art and future research directions
  publication-title: IET Collab. Intell. Manuf.
  doi: 10.1049/cim2.12010
– volume: 59
  start-page: 14
  year: 2021
  ident: ref_10
  article-title: Toward intelligent cyber-physical systems: Digital twin meets artificial intelligence
  publication-title: IEEE Commun. Mag.
  doi: 10.1109/MCOM.001.2001237
– volume: 7
  start-page: 93473
  year: 2019
  ident: ref_46
  article-title: A review of the space environment effects on spacecraft in different orbits
  publication-title: IEEE Access
  doi: 10.1109/ACCESS.2019.2927811
– volume: 36
  start-page: 100781
  year: 2022
  ident: ref_30
  article-title: Development and application of digital twin technology for integrated regional energy systems in smart cities
  publication-title: Sustain. Comput. Inform. Syst.
– ident: ref_84
  doi: 10.1145/3226595.3226638
– volume: 64
  start-page: 372
  year: 2022
  ident: ref_92
  article-title: Digital twin modeling
  publication-title: J. Manuf. Syst.
  doi: 10.1016/j.jmsy.2022.06.015
– volume: 4
  start-page: 193
  year: 2000
  ident: ref_86
  article-title: Spatial data mining: Database primitives, algorithms and efficient DBMS support
  publication-title: Data Min. Knowl. Discov.
  doi: 10.1023/A:1009843930701
– volume: 7
  start-page: 472
  year: 2019
  ident: ref_42
  article-title: Digital twin and virtual reality: A co-simulation environment for design and assessment of industrial workstations
  publication-title: Prod. Manuf. Res.
– ident: ref_48
  doi: 10.3390/sym12081307
– volume: 106
  start-page: 1787
  year: 2020
  ident: ref_78
  article-title: Digital twin-based cyber physical production system architectural framework for personalized production
  publication-title: Int. J. Adv. Manuf. Technol.
  doi: 10.1007/s00170-019-04653-7
– volume: 573
  start-page: 490
  year: 2019
  ident: ref_7
  article-title: Make more digital twins
  publication-title: Nature
  doi: 10.1038/d41586-019-02849-1
– volume: 57
  start-page: 3935
  year: 2019
  ident: ref_40
  article-title: Digital twin-driven product design framework
  publication-title: Int. J. Prod. Res.
  doi: 10.1080/00207543.2018.1443229
– volume: 38
  start-page: 174
  year: 2021
  ident: ref_37
  article-title: A review on simulation in digital twin for aerospace, manufacturing and robotics
  publication-title: Mater. Today Proc.
  doi: 10.1016/j.matpr.2020.06.446
– ident: ref_18
  doi: 10.3390/systems12020038
– ident: ref_81
  doi: 10.1109/TST52996.2021.00019
– volume: 115
  start-page: 291
  year: 2021
  ident: ref_76
  article-title: Digital twin–based cyber-physical system for automotive body production lines
  publication-title: Int. J. Adv. Manuf. Technol.
  doi: 10.1007/s00170-021-07183-3
– volume: 134
  start-page: 1
  year: 2017
  ident: ref_68
  article-title: Towards a standardized grasping and refuelling on-orbit servicing for GEO spacecraft
  publication-title: Acta Astronaut.
  doi: 10.1016/j.actaastro.2017.01.022
– ident: ref_12
  doi: 10.1007/978-3-030-18732-3_1
– volume: 306
  start-page: 117954
  year: 2022
  ident: ref_29
  article-title: Overcoming decision paralysis—A digital twin for decision making in energy system design
  publication-title: Appl. Energy
  doi: 10.1016/j.apenergy.2021.117954
– ident: ref_67
  doi: 10.1038/s41598-024-54012-0
– volume: 101
  start-page: 108033
  year: 2022
  ident: ref_63
  article-title: Digital twins supported equipment maintenance model in intelligent water conservancy
  publication-title: Comput. Electr. Eng.
  doi: 10.1016/j.compeleceng.2022.108033
– volume: 29
  start-page: 36
  year: 2020
  ident: ref_75
  article-title: Characterising the Digital Twin: A systematic literature review
  publication-title: CIRP J. Manuf. Sci. Technol.
  doi: 10.1016/j.cirpj.2020.02.002
– volume: 40
  start-page: 79
  year: 2024
  ident: ref_97
  article-title: Digital twins in human-computer interaction: A systematic review
  publication-title: Int. J. Hum.–Comput. Interact.
  doi: 10.1080/10447318.2022.2118189
– volume: 114
  start-page: 79
  year: 2015
  ident: ref_44
  article-title: Methodology for requirements definition of complex space missions and systems
  publication-title: Acta Astronaut.
  doi: 10.1016/j.actaastro.2015.04.018
– ident: ref_20
  doi: 10.20944/preprints202306.0841.v1
– ident: ref_4
  doi: 10.3390/systems7010007
– ident: ref_51
  doi: 10.3390/rs14061335
– volume: 48
  start-page: 101297
  year: 2021
  ident: ref_39
  article-title: A review of digital twin in product design and development
  publication-title: Adv. Eng. Inform.
  doi: 10.1016/j.aei.2021.101297
– volume: 9
  start-page: 35691
  year: 2021
  ident: ref_62
  article-title: A decision support system for urban agriculture using digital twin: A case study with aquaponics
  publication-title: IEEE Access
  doi: 10.1109/ACCESS.2021.3061722
– volume: 30
  start-page: 26
  year: 2015
  ident: ref_88
  article-title: Principles of GNSS, inertial, and multisensor integrated navigation systems
  publication-title: IEEE Aerosp. Electron. Syst. Mag.
  doi: 10.1109/MAES.2014.14110
– volume: 59
  start-page: 151
  year: 2021
  ident: ref_91
  article-title: Building a right digital twin with model engineering
  publication-title: J. Manuf. Syst.
  doi: 10.1016/j.jmsy.2021.02.009
– volume: 1
  start-page: 2
  year: 2022
  ident: ref_73
  article-title: Digital twin data: Methods and key technologies
  publication-title: Digit. Twin
  doi: 10.12688/digitaltwin.17467.2
– ident: ref_2
– volume: 23
  start-page: 70
  year: 2020
  ident: ref_94
  article-title: Satellite communications in the new space era: A survey and future challenges
  publication-title: IEEE Commun. Surv. Tutor.
  doi: 10.1109/COMST.2020.3028247
– ident: ref_26
  doi: 10.3390/jpm11080745
– ident: ref_85
– ident: ref_77
  doi: 10.1007/978-3-030-59155-7_35
– volume: 13
  start-page: 48
  year: 2021
  ident: ref_74
  article-title: Managing the uncertainty in data-acquisition by in situ measurements: A review and evaluation of sensing machine element-approaches in the context of digital twins
  publication-title: Int. J. Prod. Lifecycle Manag.
  doi: 10.1504/IJPLM.2021.115700
– volume: 1486
  start-page: 072038
  year: 2020
  ident: ref_72
  article-title: Dynamic analysis of digital twin system based on five-dimensional model
  publication-title: J. Phys. Conf. Ser. IOP Publ.
  doi: 10.1088/1742-6596/1486/7/072038
– volume: 40
  start-page: 87
  year: 2014
  ident: ref_87
  article-title: Multi-gnss receiver for aerospace navigation and positioning applications
  publication-title: Int. Arch. Photogramm. Remote Sens. Spat. Inf. Sci.
  doi: 10.5194/isprsarchives-XL-3-W1-87-2014
– volume: 203
  start-page: 436
  year: 2023
  ident: ref_64
  article-title: Virtual reality, augmented reality and mixed reality: For astronaut mental health; and space tourism, education and outreach
  publication-title: Acta Astronaut.
  doi: 10.1016/j.actaastro.2022.12.016
– volume: 12
  start-page: 4
  year: 2020
  ident: ref_28
  article-title: Digital twins to personalize medicine
  publication-title: Genome Med.
  doi: 10.1186/s13073-019-0701-3
– volume: 6
  start-page: 3585
  year: 2018
  ident: ref_3
  article-title: Digital twin and big data towards smart manufacturing and Industry 4.0: 360-degree comparison
  publication-title: IEEE Access
  doi: 10.1109/ACCESS.2018.2793265
– ident: ref_11
  doi: 10.3390/s22114106
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Snippet This paper explores and discusses the revolutionary applications of digital twin technology in space environments and its profound impact on future space...
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SubjectTerms Adaptability
Aerospace environments
Aerospace industry
Artificial intelligence
Astronaut training
Astronauts
Complex systems
Data transmission
Decision making
Deep space
Design optimization
digital twin
Digital twins
Efficiency
Emergency preparedness
Emergency response
Energy consumption
Energy industry
Exploration
Fault diagnosis
health services
Industrial applications
industry
Industry 4.0
Machine learning
Manufacturing
Medical research
Mission planning
National Aeronautics and Space Administration
Planning
prediction
predictive maintenance
Real time
real-time monitoring
space environment
Space exploration
space mission planning
Space missions
Space stations
Spacecraft
Spacecraft design
Technology
urban development
User interface
virtual modeling
Virtual reality
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Title Digital Twin of Space Environment: Development, Challenges, Applications, and Future Outlook
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Volume 16
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