DocumentCode
648158
Title
A novel statistical-based analysis of WECC bulk transmission reliability data
Author
Papic, Marko ; Bian, J.J. ; Ekisheva, S.
fYear
2013
fDate
21-25 July 2013
Firstpage
1
Lastpage
5
Abstract
This paper has presented a new statistical-based approach for analyzing the transmission outage data. The method is applied to the WECC TRD outage data collected by member utilities across Western Interconnection since 2006. The developed model takes into account the random nature of outages and fifteen factors/ variables classified as: categorical, indicator, and explanatory. The main goal of the paper is to evaluate if sufficient operational and maintenance data has been collected to obtain statistically valid results. Concepts associated with the statistical validation of performance indices are discussed with particular emphasis placed on analysis of various types of explanatory variables such as voltage class, length, conductors per phase, number of terminals, circuits per structure, insulator type, structure, terrain and elevation.
Keywords
power transmission faults; power transmission reliability; statistical analysis; TRD outage data; WECC bulk transmission reliability data; Western interconnection; circuits per structure; conductors per phase; explanatory variables; insulator type; maintenance data; member utilities; operational data; performance indices; statistical-based analysis; voltage class; Conductors; Correlation; Linear regression; Power system reliability; Reliability; Wires; Analysis of Variance (ANOVA); Bulk Electric System; Correlation; Generalized Linear Models; Linear Regression; M-dependent Random Sequence; Outage Data; Outage Data Collection; Statistical Analysis; Transmission Reliability; WECC;
fLanguage
English
Publisher
ieee
Conference_Titel
Power and Energy Society General Meeting (PES), 2013 IEEE
Conference_Location
Vancouver, BC
ISSN
1944-9925
Type
conf
DOI
10.1109/PESMG.2013.6672728
Filename
6672728
Link To Document