From: Abstracts from the 9th DACH+ Conference on Energy Informatics
 | Non-Prosumer Prosumer | |
---|---|---|
Optimizer | Adam | Adam |
Learning rate | 0.001 | 0.001 |
Loss function | MAE | MSE |
Number of hidden layers | 3 | 5 |
Number of neurons per hidden layer | 1000 | 500 |
Activation function | ReLu | ReLu |
Early stopping algorithm patience | 20 | 20 |
Validation split | 0.1 | 0.1 |
Combination of lagged input variables | 7 | 4 |