Short-term water demand predictions coupling an artificial neural network model and a genetic algorithm
The application of artificial neural network (ANN) models for short-term (15 min) urban water demand predictions is evaluated. Optimization of the ANN model's hyperparameters with a genetic algorithm (GA) and use of a growing window approach for training the model are also evaluated. The result...
Enregistré dans:
| Auteurs principaux: | , , |
|---|---|
| Format: | article |
| Langue: | EN |
| Publié: |
IWA Publishing
2021
|
| Sujets: | |
| Accès en ligne: | https://doaj.org/article/578f40e218044c579c04269965ef2c78 |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|