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Study of the effect of the initiation voltage amplitude and the nature of the insulating materials on the evolution of streamers by neural networks

Author

Listed:
  • Fouad Khodja

    (Djillali Liabes University)

  • Mimoun Younes

    (Djillali Liabes University)

  • Mohammed Laouer

    (Djillali Liabes University)

  • Riad Lakhdar Kherfane

    (Djillali Liabes University)

  • Naas Kherfane

    (Djillali Liabes University)

Abstract

To determine the characteristics of electrical breakdown of many HV electrode configurations, the formation and propagation of streamers is an important precursor to achieve this goal. It’s a major importance, when we want to improve internal and external performance insulation systems, to understand and study the interaction between the polymer surface and the development process of the streamer. A numerical tool using neural networks is developed in this context. This model allows evaluating the speed of streamers as a function of the amplitude of voltage initiation and the nature of the insulating materials. Indeed, a database was created from a laboratory model, to train different neuronal methods for predicting the evolution of streamers on the polymers surface which presents an interesting tool for estimating the propagation phenomena.

Suggested Citation

  • Fouad Khodja & Mimoun Younes & Mohammed Laouer & Riad Lakhdar Kherfane & Naas Kherfane, 2016. "Study of the effect of the initiation voltage amplitude and the nature of the insulating materials on the evolution of streamers by neural networks," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 7(1), pages 27-33, December.
    • Handle: RePEc:spr:ijsaem:v:7:y:2016:i:1:d:10.1007_s13198-014-0280-z
    DOI: 10.1007/s13198-014-0280-z
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