Load trajectory shape similarity modeling on Auxiliary Load ASHRAE 36
0.308DTW DistanceOurs (Data-calibrated Physics)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Ours (Data-calibrated Physics)Calibration status=Data-calibrated, Framework=Pattern-Consistent Calibration2026.02 | 0.308 | 0.97 | 0.999 | |
| HMMModel Type=Hidden Markov Model2026.02 | 0.472 | 0.965 | 0.999 | |
| RNNModel Type=Recurrent Neural Network2026.02 | 0.743 | 0.961 | 0.997 | |
| Physics-based (Uncalibrated)Calibration status=Uncalibrated2026.02 | 1.148 | 0.088 | 0.99 |