Performance of the offline and online 24-hours-ahead water demand prediction models evaluated on validation data sets for the WDS of Tavira
| Validation data . | Offline model MSE . | Offline model MAPE (%) . | Online model MSE . | Online model MAPE (%) . |
|---|---|---|---|---|
| Original | 98.6620 | 8.7325 | 100.0479 | 8.8047 |
| Original + linear | 214.9956 | 6.8601 | 146.1174 | 5.9160 |
| Original + sine | 658.8104 | 8.9333 | 416.3226 | 8.2597 |
| Validation data . | Offline model MSE . | Offline model MAPE (%) . | Online model MSE . | Online model MAPE (%) . |
|---|---|---|---|---|
| Original | 98.6620 | 8.7325 | 100.0479 | 8.8047 |
| Original + linear | 214.9956 | 6.8601 | 146.1174 | 5.9160 |
| Original + sine | 658.8104 | 8.9333 | 416.3226 | 8.2597 |