| Title |
A Study on the Failure Effect Analysis of Overhead Transformer Considering Weather |
| Authors |
오도은(Oh, Do-Eun) ; 장승민(Jang, Seung-Min) |
| DOI |
https://doi.org/10.5370/KIEE.2017.66.5.857 |
| Keywords |
Transformer failure ; Weather ; Data mining ; Decision tree ; Logistic regression |
| Abstract |
The management of the electric power facilities became important in accordance with the industrial development and electric power facilities were influenced by weather. Even if the same kind of electric power facilities is estimated for extracting the time-varying failure rate, the failure rate could be different depending on external effect such as climate. This research will show the data mining modeling of the weather-related outage and influence of weather on the electric power facility with recent data. |