| Title |
A Failure Prediction Algorithm of the Distribution Facility based on the Weather Correlation Analysis |
| DOI |
http://dx.doi.org/10.5207/JIEIE.2017.31.11.075 |
| Keywords |
Distribution Facility ; Facility Failure ; Failure Prediction Algorithm ; Weather Big Data |
| Abstract |
Distribution facilities are mostly influenced by weather due to being installed outdoor. But it has not been reported which meteorological elements factors influence facility failure. Big data technology makes it possible to analyze of correlation between facility failure and weather. In this paper, we analyze the influence correlation on the distribution facility failure with the meteorological factors and derive the meteorological factors for the failure of each distribution facility. suggest a failure prediction algorithm considering weather and show the results of simulation. Based on the obtained results, we proposed an algorithm for predicting the failure of power distribution facilities according to weather factors and presented experimental results. |