Skip to main content
SpringerLink
Log in

Development of Event-Driven Models for Operation Data of Some Systems of Small Satellites

  • Conference paper
  • First Online:
Automation Control Theory Perspectives in Intelligent Systems (CSOC 2016)

Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 466))

Included in the following conference series:

  • 868 Accesses

Abstract

The paper presents several event-driven models for generation of test operation telemetry data of some systems in small satellites. The models, based on the Poisson flow of events and Gaussian distribution of state duration, are showed to give the unsatisfactory simulation quality. The proposed event-driven model with nonstationary probabilities of transitions between states are more suitable for generation of telemetry data and can be used for the development of the algorithms for revealing the predictors of hardware failures.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Log in via an institution

Institutional subscriptions

References

  1. Wentzel, E.S.: Probability Theory. Science, Moscow (1969). (in Russian)

    Google Scholar 

  2. Kaliavin, V.P.: Reliability and Diagnostics. Elmor, St. Petersburg (1998). (in Russian)

    Google Scholar 

  3. Druzhinin, G.V.: Reliability of Automated Manufacturing Systems. Energoatomizdat, Moscow (1986). (in Russian)

    Google Scholar 

  4. Visser, I., Speekenbrink, M.: DepmixS4: an R package for hidden Markov models. J. Stat. Softw. 36(7), 1–21 (2010)

    Article  Google Scholar 

  5. Rabiner, L.R.: A tutorial on hidden Markov models and selected applications in speech recognition. Proc. IEEE. 77(2), 257–286 (1989)

    Article  Google Scholar 

  6. Bishop, C.: Pattern Recognition and Machine Learning. Springer, Heidelberg (2006)

    MATH  Google Scholar 

  7. Gill, A.: Introduction to the Theory of Finite-States Machines. McGraw-Hill Book Company, New-York (1962)

    MATH  Google Scholar 

Download references

Acknowledgments

The research described is partially supported by the Russian Foundation for Basic Research (grants 15-07-08391, 15-08-08459, 16-57-00172-Бeл_a, 16-07-00779, 16-08-01068, 16-07-01277), grant 074-U01 supported by Government of Russian Federation, Program “5-100-2020” supported by Government of RF, Department of nanotechnologies and information technologies of the RAS (project 2.11). This investigation was executed in framework of a project of the scientific program “Monitoring-SG” of the Union State of Russia and Belarus also.

Author information

Authors and Affiliations

  1. United Institute of Informatics Problems, National Academy of Sciences of Belarus, Minsk, Belarus

    Vyacheslav Arhipov, Vadim Skobtsov, Natalia Novoselova & Victor Aliushkevich

  2. St. Petersburg Institute of Informatics and Automation, Russian Academy of Sciences (SPIIRAS), St. Petersburg, Russia

    Alexander Pavlov

  3. St. Petersburg National Research University of Information Technologies, Mechanics and Optics (ITMO), St. Petersburg, Russia

    Alexander Pavlov

Authors
  1. Vyacheslav Arhipov
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Vadim Skobtsov
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. Natalia Novoselova
    View author publications

    You can also search for this author in PubMed Google Scholar

  4. Victor Aliushkevich
    View author publications

    You can also search for this author in PubMed Google Scholar

  5. Alexander Pavlov
    View author publications

    You can also search for this author in PubMed Google Scholar

Corresponding author

Correspondence to Natalia Novoselova .

Editor information

Editors and Affiliations

  1. Faculty of Applied Informatics, Tomas Bata University in Zlín, Zlín, Czech Republic

    Radek Silhavy

  2. Faculty of Applied Informatics, Tomas Bata University in Zlín, Zlín, Czech Republic

    Roman Senkerik

  3. Faculty of Applied Informatics, Tomas Bata University in Zlín, Zlín, Czech Republic

    Zuzana Kominkova Oplatkova

  4. Faculty of Applied Informatics, Tomas Bata University in Zlín, Zlín, Czech Republic

    Petr Silhavy

  5. Faculty of Applied Informatics, Tomas Bata University in Zlín, Zlín, Czech Republic

    Zdenka Prokopova

Rights and permissions

Reprints and permissions

Copyright information

© 2016 Springer International Publishing Switzerland

About this paper

Cite this paper

Arhipov, V., Skobtsov, V., Novoselova, N., Aliushkevich, V., Pavlov, A. (2016). Development of Event-Driven Models for Operation Data of Some Systems of Small Satellites. In: Silhavy, R., Senkerik, R., Oplatkova, Z.K., Silhavy, P., Prokopova, Z. (eds) Automation Control Theory Perspectives in Intelligent Systems. CSOC 2016. Advances in Intelligent Systems and Computing, vol 466. Springer, Cham. https://doi.org/10.1007/978-3-319-33389-2_38

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-33389-2_38

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-33387-8

  • Online ISBN: 978-3-319-33389-2

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics

Search

Navigation