Skip to main content

2024 | OriginalPaper | Buchkapitel

Research on Criteria Acquisition Method of Automatic Interpretation Software for Manned Spacecraft

verfasst von : Lianbing Huang, ChenYing Song, Tianzhe Wang, Yuan Li, Xia Xue

Erschienen in: Signal and Information Processing, Networking and Computers

Verlag: Springer Nature Singapore

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

In order to achieve fast and accurate acquisition of spacecraft automatic interpretation software criteria under multiple constraints, firstly, the state set, input set, and output set models are established based on the finite state machine(FSM) principle using structured data such as remote control commands, telemetry parameters, and normal value ranges in database. Subsequently, based on the mapping relationship between the telemetry change process and the FSM, a graphical criterion model is generated, using changes in equipment operating conditions as state variables and remote control commands, injection, and other events as input signals. Then, by using test history data to drive the state transition of FSM for model solving, transforming the “criterion generation” problem into the process of solving the state transition function. Finally, a set of state transition functions will be obtained, and operational criteria will be generated based on specific syntax rules. Taking the telemetry and control subsystem of the Chinese space station as an example, the algorithm is validated, which has certain engineering guiding significance.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Li, R.: Enlightenment of data-driven spacecraft anomaly detection tools on future space station management in China. Manned Spaceflight 27(2), 244–251 (2021)MathSciNet Li, R.: Enlightenment of data-driven spacecraft anomaly detection tools on future space station management in China. Manned Spaceflight 27(2), 244–251 (2021)MathSciNet
2.
Zurück zum Zitat Li, Z.: Study on a Data-driven Intelligent Fault Diagnosis System of Spacecraft. Comput. Measurem. Control. 29(1), 50–53 (2020) Li, Z.: Study on a Data-driven Intelligent Fault Diagnosis System of Spacecraft. Comput. Measurem. Control. 29(1),  50–53 (2020)
3.
Zurück zum Zitat Xian, G.: Data-driven method for spacecraft fault diagnosis: State of art and challenge. Electr. Measurem. Instrum. 35(2), 1–16 (2021) Xian, G.: Data-driven method for spacecraft fault diagnosis: State of art and challenge. Electr. Measurem. Instrum. 35(2), 1–16 (2021)
4.
Zurück zum Zitat Yang, S.: RVD flight mission planning and scheduling method based on FSM. J. Beijing Univ. Aeronaut. Astronaut. 45(9), 1741–1746 (2019) Yang, S.: RVD flight mission planning and scheduling method based on FSM. J. Beijing Univ. Aeronaut. Astronaut. 45(9), 1741–1746 (2019)
5.
Zurück zum Zitat Anderson, J.A.: Automata theory with modern applications , pp. 105–108. Cambridge University Press, Cambridge (2006)CrossRef Anderson, J.A.: Automata theory with modern applications , pp. 105–108. Cambridge University Press, Cambridge (2006)CrossRef
6.
Zurück zum Zitat Arita, M.M., Syrmos, V.L., Vian, J.L., et al.: Multi-source data integration for aircraft healthy management. In: IEEE Aerospace Conference, pp. 109–114 (2008) Arita, M.M., Syrmos, V.L., Vian, J.L., et al.: Multi-source data integration for aircraft healthy management. In: IEEE Aerospace Conference, pp. 109–114 (2008)
7.
Zurück zum Zitat Hoang, D.T., Kang, H.J.: A survey on deep learning-based bearing fault diagnosis Neurocomputing 335, 327–335 (2019)CrossRef Hoang, D.T., Kang, H.J.: A survey on deep learning-based bearing fault diagnosis  Neurocomputing 335, 327–335 (2019)CrossRef
8.
Zurück zum Zitat Duan, L., Xie, M., Wang, J., et al.: Deep learning enabled intelligent fault diagnosis: Overview and applications. J. Intell. Fuzzy Syst. 35, 5771–5784 (2018)CrossRef Duan, L., Xie, M., Wang, J., et al.: Deep learning enabled intelligent fault diagnosis: Overview and applications. J. Intell. Fuzzy Syst. 35, 5771–5784 (2018)CrossRef
9.
Zurück zum Zitat Khan, S., Yairi, T.: A review on the application of deep learning in system health management. Mech. Syst. Signal Process. 107, 241–265 (2018)CrossRef Khan, S., Yairi, T.: A review on the application of deep learning in system health management. Mech. Syst. Signal Process. 107, 241–265 (2018)CrossRef
Metadaten
Titel
Research on Criteria Acquisition Method of Automatic Interpretation Software for Manned Spacecraft
verfasst von
Lianbing Huang
ChenYing Song
Tianzhe Wang
Yuan Li
Xia Xue
Copyright-Jahr
2024
Verlag
Springer Nature Singapore
DOI
https://doi.org/10.1007/978-981-97-2120-7_17