Research Article
Forecasting-Aided Monitoring for the Distribution System State Estimation
Table 2
Performance of the neural load forecasting models for the SME aggregated loads (training and test).
| Aggregate load | Active power () | Reactive power () | | | | | | | Train | Test | Train | Test | Train | Test | Train | Test | Train | Test | Train | Test |
| | 11.2 | 15.2 | 5.5 | 7.4 | 7.5 | 12.0 | 2.1 | 2.8 | 5.5 | 7.4 | 7.5 | 11.9 | | 11.7 | 15.5 | 5.2 | 7.5 | 7.0 | 10.8 | 2.2 | 3.3 | 5.2 | 7.5 | 7.0 | 10.8 | | 17.4 | 26.9 | 4.1 | 6.2 | 5.4 | 9.1 | 3.3 | 5.1 | 4.1 | 6.2 | 5.4 | 9.0 |
|
|