{ "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 ] }