Nonlinear Time Series Analysis of Partial Discharges in Electrical Trees of XLPE Cable Insulation Samples
Journal article, 2014

This paper presents an investigation into the nonlinear dynamics characteristics of the partial discharge (PD) sequence measured during the propagation of typical electrical trees in XLPE cable insulation. Calculation of the correlation dimension and the largest Lyapunov exponent from the PD sequence is used to illustrate the nonlinear characteristics of the PD behavior in the electrical tree growth. The results provide strong evidence for the existence of deterministic chaos in the PD phenomenon of electrical trees, where the correlation dimension and the largest Lyapunov exponent are related with the PD activity of the tree growth, rather than a presence of random stochastic process. The fluctuating correlation dimension of the PD sequence during the branch-pine tree growth is associated with the transition of PD patterns and the change of the channel conductivity of the tree structure. It is also found that the nonlinear dynamics characteristics of the PD sequence are influenced by the applied voltage, the channel conductivity and the electrical tree shape. A possible mechanism is presented for the formation of different chaotic extents of typical electrical trees in XLPE cable insulation.

partial discharge

nonlinear time series analysis

XLPE cable insulation

breakdown

electrical tree

Author

Xiangrong Chen

Chalmers, Materials and Manufacturing Technology, High Voltage Engineering

Y. Xu

Xi'an Jiaotong University

X. L. Cao

Xi'an Jiaotong University

IEEE Transactions on Dielectrics and Electrical Insulation

1070-9878 (ISSN) 15584135 (eISSN)

Vol. 21 4 1455-1461 6877970

Subject Categories

Other Electrical Engineering, Electronic Engineering, Information Engineering

DOI

10.1109/tdei.2014.004307

More information

Latest update

4/5/2022 7