Skip to main content
Log in

Fuzzy Control of Spacecraft Reaction Wheel

  • Published:
Gyroscopy and Navigation Aims and scope Submit manuscript

Abstract

The paper considers modification of a reaction wheel current control loop based on a fuzzy controller trained by a genetic algorithm. The control logic maintains the motor current which can be represented as a sum of two components, one of which is proportional to the input signal, and the other one corresponds to the error of control moment implementation. It is shown that the system with a fuzzy controller, which implements the variable gain on the error channel, eliminates the torque pulsation and reduces the time of transient processes while adjusting the control actions. The system operation has been simulated by means of MatLab Simulink software to confirm viability of the proposed control loop. The results of the work can be used in developing the advanced systems of spacecraft attitude control.

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

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1.
Fig. 2.
Fig. 3.
Fig. 4.
Fig. 5.
Fig. 6.
Fig. 7.
Fig. 8.
Fig. 9.
Fig. 10.
Fig. 11.
Fig. 12.

Similar content being viewed by others

REFERENCES

  1. Anshakov, G.P., Manturov, A.I., Ustalov, Yu.M. and Gorelov, Yu.N., ERS spacecraft angular motion control, Polyot, 2006, no. 6, pp. 12–18.

  2. Sorokin, A.V., Bashkeev, N.I. and Kondrat’ev, O.A., Electromechanical actuators of minor spacecraft attitude control systems, Giroskopiya i navigatsiya, 1998, vol. 23, no. 4, pp. 81–88.

  3. Vasil’ev, V.N., Sistemy orientatsii kosmicheskikh apparatov (Spacecraft Attitude Systems), Moscow: FGUP NPP VNIIEM, 2009.

  4. Lobanov, V.S., Tarasenko, N.V. and Zboroshen-ko, V.N., Orientation and stabilization systems of space vehicles for different purposes: Lines of development, Gyroscopy and Navigation, 2016, vol. 7, no. 1, pp. 50–57.

    Article  Google Scholar 

  5. Yakimovskii, D.O., Burakov, M.V. and Konovalov, A.S., Upravlenie uskoreniem dvigatelya-makhovika kosmicheskogo apparata (Control of Spacecraft Reaction Wheel Acceleration), St. Petersburg: GUAP, 2018.

  6. Subbota, A.M., Reznikova, O.V. and Andrushchenko, T.N., Specific features of reaction wheels application on minor space vehicles, Aviatsionno-kosmicheskaya tekhnika i tekhnologiya, 2012, vol. 91, no. 4, pp. 88–92.

  7. Moradi, M., Self-tuning PID controller to three-axis stabilization of a satellite with unknown parameters, International Journal of Non-Linear Mechanics, 2013, vol. 49, pp. 50–56.

    Article  Google Scholar 

  8. Subbota, A.M., Dzhulgakov, V.G. and Basova, A.E., Fuzzy controller application for spacecraft control system enhancement, based on reaction wheels integrated by differential scheme, Otkrytye informatsionnye i komp’yuternye integrirovannye tekhnologii, 2017, no. 75, pp. 149–157.

  9. Balkovoi, N.N. and Mikhal’chenko, G.Ya., Digital reference model of the reaction wheel used in a spacecraft orientation and stabilization system, Proceedings of TUSUR, 2014, vol. 33, no. 3, pp. 161–167.

    Google Scholar 

  10. Meped, D.J. and Muthuvinayagam, M., Brushless DC motor with dynamic friction compensation for reaction wheel, International Journal of Advanced Information Science and Technology (IJAIST), 2014, vol. 23, pp. 178–185.

    Google Scholar 

  11. Sumaya, N., Laila, B.M. and Johnson, Y., Robust reaction wheel attitude control of satellites, International Journal of Scientific & Engineering Research, 2016, vol. 7, no. 4, pp. 599–608.

    Google Scholar 

  12. Guan, P., Liu, X.J. and Liu, J.Z., Adaptive fuzzy sliding mode control for flexible satellite, Engineering Applications of Artificial Intelligence, 2005, vol. 18, no. 4, pp. 451–459.

    Article  Google Scholar 

  13. Ajorkar, A., Fazlyab, A., Saberi, F. and Kabganian, M., Design of an adaptive-neural network attitude controller of a satellite using reaction wheels, Journal of Applied and Computational Mechanics, 2015, vol. 1, no. 2, pp. 67–73.

    Google Scholar 

  14. Farrukh, N., Zulkarnain, A.T. and Nagi, J., Fuzzy bang–bang relay controller for satellite attitude control system, Aerospace Science and Technology, 2013, vol. 26, no. 1, pp. 76–86.

    Article  Google Scholar 

  15. Gomes, W. and Rocco, E.M., Design of a fuzzy PID controller for application in satellite attitude control system, Proc. Workshop on Space Engineering and Technology, 2012, pp. 1–8.

  16. Benzeniar, H. and Fellah, M.K., A microsatellite reaction wheel based on a fuzzy logic controller for the attitude control system, International Review of Automatic Control, 2009, vol. 2, no. 1, pp. 102–107.

    Google Scholar 

  17. Tolpegin, O.A. and Litvinova, P.Yu., A small spacecraft control with the use of flywheel on the basis of the control method with a guide, Vestnik Cherepovetskogo Gosudarstvennogo Universiteta, 2017, vol. 81, no. 6, pp. 44–52.

    Google Scholar 

  18. Yakimovskii, D.O., Polozhentsev, D.S. and Dzhukich, D.I., Actuating electric drive of advanced powered gyroscopic system, Proc. of TUSUR, 2018. vol. 21, no. 3, pp. 103–109.

  19. Kondrat’ev, A.B. and Sitnikova, A.V., Issues on electric drive control in an attitude system with control reaction wheels. Proc. 6th All-Russian Research and Engineering Conference on the Problems of Aircraft Robotic Systems Improvement, Moscow, MAI Publisher, 2002, pp. 296–299.

  20. Burakov, M.V. and Yakovets, O.B., Fuzzy logic control over a power gyroscopic system, Izvestiya vuzov.Priborostroenie, 2015, vol. 58, no. 10, pp. 157–166.

    Google Scholar 

  21. Passino, K.M. and Yurkovich, S., Fuzzy Control, Menlo Park, CA: Addison-Wesley Longman, Inc., 1998.

    MATH  Google Scholar 

  22. Burakov, M.V., Konovalov, A.S. and Yakovets, O.B., Evolutionary design of fuzzy logic controllers, Informatsionno-upravlyayushchie sistemy, 2015, no. 6, pp. 28–33.

  23. Yang, X.S., Nature-Inspired Optimization Algorithms, London: Elsevier Inc., 2014.

    MATH  Google Scholar 

  24. Burakov, M.V., Geneticheskii algoritm: teoriya i praktika (Genetic Algorithm: Theory and Practice), St. Petersburg: GUAP, 2008.

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to M. V. Burakov.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Burakov, M.V., Krivolapchuk, I.G., Shishlakov, V.F. et al. Fuzzy Control of Spacecraft Reaction Wheel. Gyroscopy Navig. 10, 339–345 (2019). https://doi.org/10.1134/S2075108719040072

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1134/S2075108719040072

Keywords:

Navigation