Calculate MAPE and RMSE for one-week-ahead S02 forecasting using LSTM

antonroman / smart_meter_data_analysis

This repository contains all the code developed to analyze the smart meter data with HTM and LSTM

2 stars 0 forks source link

Calculate MAPE and RMSE for one-week-ahead S02 forecasting using LSTM #11

Open antonroman opened 3 years ago

antonroman commented 3 years ago

Use aggregated S02 files to forecast the load one-week ahead and calculate MAPE and RMSE for the different levels of aggregation. Firstly univariate just using the previous load, and then using also temperature.

antonroman commented 3 years ago

Use 75% training, 25% validation. Use different periods 2, 4, 6, 8, 10, 12 months.