| { | |
| "model_type": "sofia-edge-mlp", | |
| "version": "0.1.0", | |
| "role": "product-kernel-distilled-student", | |
| "feature_schema": "sofia.synthetic-vibration.v1", | |
| "feature_names": [ | |
| "log_rms", | |
| "log_peak", | |
| "kurtosis", | |
| "crest_factor", | |
| "shaft_energy", | |
| "second_harmonic_energy", | |
| "third_harmonic_energy", | |
| "fourth_harmonic_energy", | |
| "high_frequency_energy", | |
| "spectral_flatness", | |
| "spectral_entropy", | |
| "envelope_kurtosis", | |
| "log_envelope_rms", | |
| "zero_crossing_rate" | |
| ], | |
| "labels": [ | |
| "healthy", | |
| "imbalance", | |
| "misalignment", | |
| "bearing_impulses", | |
| "rubbing" | |
| ], | |
| "dimensions": [ | |
| 14, | |
| 16, | |
| 5 | |
| ], | |
| "input_unit": "g", | |
| "weights_sha256": "4ca49061fee1dff9237793a9300c2509cf631b6aafcb242b48f4b17af043583a", | |
| "parameter_count": 325, | |
| "training_data": "analytical synthetic waveforms only", | |
| "sample_rate_hz": 2048, | |
| "window_size": 1024, | |
| "training_shaft_hz": [ | |
| 18, | |
| 42 | |
| ] | |
| } |