ICANN 98 pp 701-706 | Cite as

Automated Statistical Recognition of Partial Discharges in Insulation Systems

  • Massih-Reza Amini
  • Patrick Gallinari
  • Florence d’Alche-Buc
  • François Bonnard
  • Edouard Fernandez
Part of the Perspectives in Neural Computing book series (PERSPECT.NEURAL)

Abstract

We present the development of the successive stages of a statistical system for a classical diagnosis problem in the domain of power systems. It is shown how the different steps may be designed in a sound statistical way in order to develop a complete and efficient diagnosis system which provides the end user with a maximum of information about the system behaviour.

Keywords

Attenuation 

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. [1]
    Wootton RE. Computer Assistance for the Performance and Interpretation of H.V. ac Discharge Tests. 5th Int. Conf. On H.V. Eng., Braunschweig, 1987; Journal 41.12Google Scholar
  2. [2]
    Gulski E. Computer-Aided Recognition of Partial Discharges using Statistical Tools. PhD thesis, Delft University, 1991Google Scholar
  3. [3]
    Satish L, Gururaj BI. Use of Hidden Markov Models for Partial Discharge Pattern Classification. IEEE trans. On Electrical Insulation, 1993; 28:172–182CrossRefGoogle Scholar
  4. [4]
    Gulski E, Krivda A. Neural Networks as a Tool for Recognition of Partial Discharges. IEEE trans. On Electrical Insulation, 1993; 28:984–1001Google Scholar
  5. [5]
    Satish L, Zaengl WS. Can Fractal Features be Used for Recognizing 3-d Partial Discharge Pattern? IEEE trans. On Electrical Insulation, 1995; 2:352–359CrossRefGoogle Scholar
  6. [6]
    Bonnlander BV, Weigend AS. Selecting Input Variables Using Mutual Information and Nonparametric Density Evaluation. In Procedings of ISANN’94, Taiwan, 1994; 42–50Google Scholar
  7. [7]
    Efron B, Tibshirani R. An Introduction to Bootstrap, Chapman Hall, London, 1993MATHGoogle Scholar

Copyright information

© Springer-Verlag London 1998

Authors and Affiliations

  • Massih-Reza Amini
    • 1
  • Patrick Gallinari
    • 1
  • Florence d’Alche-Buc
    • 1
  • François Bonnard
    • 2
  • Edouard Fernandez
    • 2
  1. 1.LIP6Université Paris 6Paris cedex 5France
  2. 2.Schneider Electric, Research Center, A2 plantGrenoble 09France

Personalised recommendations