Skip to main content

Control of Permanent Magnet Synchronous Motor Based on Immune Network Model

  • Conference paper
Advances in Swarm Intelligence (ICSI 2014)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 8794))

Included in the following conference series:

  • 2702 Accesses

Abstract

Immune control is a kind of intelligent control method which is based on biology immune system. It provides a new way for solving nonlinear, untertain and time variable system. In the paper, for the problem of Permanent Magnet Synchonous Motor (PMSM) speed control, an immune controller based on Varela immune network model is proposed. It uses immune feedback mechanism to construct the immune controller. It is compared with conventional PID controller for PMSM speed control. The Varela immune controller has a smaller starting current to avoid the influence of excessive current to PMSM. Simulation results show the effectiveness and practicability of this method.

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Merzoug, M.S., Benalla, H., Louze, L.: Sliding mode control (SMC) of permanent magnet synchronous generators(PSMG). Energy Procedia 18, 43–52 (2002)

    Article  Google Scholar 

  2. Li, Z., Hu, G., Cui, J.: Integral sliding mode variable structure control of permanent magnet synchronous motor speed control system. Proceedings of the CSEE 34(3), 431–437 (2014) (in Chinese)

    Google Scholar 

  3. Yu, J.P., Ma, Y.M., Chen, B., et al.: Adaptive fuzzy backstepping position tracking control for a permanent magnet synchronous motor. International Journal of Innovative Computing, Information and Control ICIC International 4, 589–1601 (2011)

    Google Scholar 

  4. Hou, L., Zhang, H., Liu, X.: Robust passive control of PMSM non speed sensor of adaptive fuzzy sliding mode soft switching. Control and Decision 25(5), 686–690, 694 (2010) (in Chinese)

    Google Scholar 

  5. Selvaganesan, N., Saraswathy, R.R.: A simple fuzzy modeling of permanent magnet synchronous generator. Elektrika 11(1), 38–43 (2009)

    Google Scholar 

  6. AlHarthi, M.: Control of permanent magnet synchronous motor using artificial neural networks. Advances in Electrical Engineering Systems 1(3), 157–162 (2012)

    Google Scholar 

  7. Takahashi, K., Yamada, T.: Application of an immune feedback mechanism to control systems. JSME International Journal, Series C 41(2), 184–191 (1998)

    Article  Google Scholar 

  8. Wang, K., Liu, X.: Immune single neuron PID control in permanent magnet AC servo system. Xi’an Jiaotong University 44(4), 76–81 (2010) (in Chinese)

    Google Scholar 

  9. Zhen, H., Pu, Z., Kaibo, Z., Li, K., Huaxiu, Z.: Immune co-evolution particle swarm optimization for permanent magnet synchronous motor parameter identification. Source: Zidonghua Xuebao/Acta Automatica Sinica 38(10), 1698–1708 (2012)

    Google Scholar 

  10. Liu, G., Yang, L.: Artificial immune controller for PMSM speed regulation system. Year the Document was Publish 2010 Source of the Document Proceedings 2010 IEEE 5th International Conference on Bio-Inspired Computing: Theories and Applications

    Google Scholar 

  11. Varela, F.J., Stewart, J.: Dynamics of a class of immune networks Theory Biology, p. 93 (1990)

    Google Scholar 

  12. Fu, D.M., Zheng, D.L.: Design and simulation of immune controller based on Varela immune modal. Journal of Beijing Science and Technology University 29(2), 199–203 (2007)

    Google Scholar 

  13. Xu, L., Mo, H.: Application of an Immune Controller to Flywheel BLDCM. Jourmal of South China University of Technology 5(41), 80–86 (2013)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2014 Springer International Publishing Switzerland

About this paper

Cite this paper

Mo, H., Xu, L. (2014). Control of Permanent Magnet Synchronous Motor Based on Immune Network Model. In: Tan, Y., Shi, Y., Coello, C.A.C. (eds) Advances in Swarm Intelligence. ICSI 2014. Lecture Notes in Computer Science, vol 8794. Springer, Cham. https://doi.org/10.1007/978-3-319-11857-4_27

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-11857-4_27

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-11856-7

  • Online ISBN: 978-3-319-11857-4

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics