Title :
Wavelet analysis of trees
Author :
Fujimori, Shingo ; Hiruta, Shinichrou ; Akasaka, Witsutoshi ; Endoh, Tetsuo ; Ishiwata, Koichi
Author_Institution :
Dept. of Electr. Eng., Tokai Univ., Kanagawa, Japan
Abstract :
In this paper the discharge currents accompanied with tree developments are discussed based on the wavelet transformations. Tree phenomena are a very important object for studying solid insulating materials, and one of the physical quantities related with tree developments is the discharge currents. In this paper we apply the wavelet transformations to the discharge currents accompanied with the trees developing from the needle tip of a needle-plane electrode system in PE. The lack of the discharge current (pulses) were estimated by a neural network method. The results obtained are: The development of trees is active at the applied time with great wavelet coefficient α (I), and thus the development can be estimated from the variation of the corresponding wavelet coefficient α (I). The wavelet transformations are a very useful method for obtaining the time dependent information of local tree developments
Keywords :
Electrodes; Fractals; Needles; Neural networks; Pattern analysis; Solids; Time series analysis; Trees - insulation; Wavelet analysis; Wavelet coefficients;
Conference_Titel :
Properties and Applications of Dielectric Materials, 1994., Proceedings of the 4th International Conference on
Conference_Location :
Brisbane, Qld.
Print_ISBN :
0-7803-1307-0
DOI :
10.1109/ICPADM.1994.414036