Table 7 Summary of included data and methods in evaluated scenarios
From: Load forecasting for energy communities: a novel LSTM-XGBoost hybrid model based on smart meter data
Scenario | Standard Load Profiles | LSTM | Smart meter data | XGB finetuning |
|---|---|---|---|---|
SLP | Yes | No | No | No |
LSTM | No | Yes | No | No |
LSTM SM | No | Yes | Yes | No |
LSTM SM XGB | No | Yes | Yes | Yes |