visualizing machinery vibration a 3d spectrogram for predictive maintenance and fault detection

machinery vibration analysis spectrogram visualization industrial diagnostics render palette detail texture photorealistic monitoring fault detection signal processing data engineering technology mechanics physics acoustics sound automation manufacturing predictive maintenance condition mechanical digital twin machine learning frequency spectrum operational health complex 3d failure prediction optimization process revolution design patterns equipment performance