DocumentCode
1681697
Title
Probabilistic approach of a decision tree to fault diagnosis on power distribution lines
Author
Togami, M. ; Abe, N. ; Kitahashi, T. ; Ogawa, H.
Author_Institution
Nagoya MFG, Japan
fYear
1999
Firstpage
129
Abstract
A method for creating decision trees, which the authors propose in this paper, can distinguish power distribution line fault examples whose attribute value is disjunction in area even when value range of two optional categories are not disjoint to each other. This method can estimate which category a given example belongs to and how much the possibility is.
Keywords
decision trees; fault diagnosis; power distribution faults; power distribution lines; power distribution reliability; decision tree; fault diagnosis; power distribution lines; probabilistic approach; Artificial neural networks; Classification tree analysis; Conductors; Decision trees; Diagnostic expert systems; Distributed computing; Fault diagnosis; Machine learning; Power distribution lines; Power system faults;
fLanguage
English
Publisher
ieee
Conference_Titel
Electric Power Engineering, 1999. PowerTech Budapest 99. International Conference on
Conference_Location
Budapest, Hungary
Print_ISBN
0-7803-5836-8
Type
conf
DOI
10.1109/PTC.1999.826560
Filename
826560
Link To Document