Course Project of POWER SYSTEM PREDICTION: Short Term Load Forcast

baseline

ratio smoothing method to provide a baseline result

classtrain1

Class File: ANN model class

load_data_pre

Function File: input data file "STLF_DATA_IN_1.xls" and output "load.npy"

main0

train and evaluate model

main1

do prediction

data

STLF_DATA_IN_1.xls

first page: load data

second page: weather data

new_weights

directory containing weights of 96 networks