Load trajectory shape similarity modeling on Cooling Load ASHRAE 36
1.783DTW DistanceOurs (Data-calibrated Physics)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Ours (Data-calibrated Physics)Calibration status=Data-calibrated, Framework=Pattern-Consistent Calibration2026.02 | 1.783 | 0.92 | 0.998 | |
| RNNModel Type=Recurrent Neural Network2026.02 | 1.904 | 0.847 | 0.995 | |
| HMMModel Type=Hidden Markov Model2026.02 | 2.943 | 0.775 | 0.996 | |
| Physics-based (Uncalibrated)Calibration status=Uncalibrated2026.02 | 16.552 | 0.278 | 0.993 |