Application of fuzzy decision tree in power cable insulation condition assessment

Author

Ren-jie, Song ; Kai, Chen

Author_Institution

Coll. of Inf. Eng., Northeast Dianli Univ., Jilin, China

Volume

3

fYear

2010

fDate

20-22 Aug. 2010

Abstract

The deficiency of measures which are used for the safe operation of power cables is analyzed in this paper, and then the fuzzy decision trees is applied to the field. This paper introduces the fuzzy ID3 algorithm and proposes the method of power cable insulation condition assessment based on fuzzy decision tree. What´s more, a model based on original data monitored on 35kv cable in Jilin power system is created, and the experimental results show that this method could judge the state of the cable insulation effectively so as to provide the basis of cable maintenance for the maintenance personel.

Keywords

decision trees; fuzzy set theory; power cable insulation; Jilin power system; cable maintenance; fuzzy ID3 algorithm; fuzzy decision tree; maintenance personel; power cable insulation condition assessment; voltage 35 kV; Cable insulation; Classification tree analysis; Current measurement; Monitoring; Time measurement; Variable speed drives; fuzzy decision tree; power cable; state assessment;

fLanguage

English

Publisher

ieee

Conference_Titel

Advanced Computer Theory and Engineering (ICACTE), 2010 3rd International Conference on

Conference_Location

Chengdu

ISSN

2154-7491

Print_ISBN

978-1-4244-6539-2

Type

conf

DOI

10.1109/ICACTE.2010.5579600

Filename

5579600