METHOD FOR PREDICTION POWER GENERATION USING META-LEARNING, DEVICE AND SYSTEM USING THE SAME

A method of predicting power generation using meta-learning includes: (a) receiving, by a main server, power generation data and weather data of one or more power plants; (b) scaling, by the main server, the power generation data using respective capacities of the one or more power plants; (c) scaling, by the main server, the weather data using maximum and minimum weather values during a predetermined period; (d) generating, by the main server, a weather-power generation input sequence using weather scaling data corresponding to a first past period and a prediction period that are continuous to each other, and power generation scaling data corresponding to a second past period that is longer than the first past period; and (e) inputting, by the main server, the weather-power generation input sequence into a power generation prediction model to acquire a power generation output sequence corresponding to the prediction period.