LOAD PREDICTION APPARATUS AND METHOD OF RAILWAY POWER FEEDER SYSTEM USING SELF ORGANIED MAP

摘要

The present invention relates to a load prediction apparatus and method of a railroad power supply system using a self-organized map and, more specifically, to a load prediction apparatus and method of a railroad power supply system using a self-organized map to predict a railroad load in real time by grouping load data of a railroad power supply system to a self-organized map. The load prediction apparatus of a railroad power supply system using a self-organized map according to the present invention comprises: a data collection module which collects load data; and a self-organized mapping module which groups a preset input function of the load data collected from the data collection module with a self-organized map, to group the input function, and predicts the railroad load on the basis of the grouped input function.