Digital Signal Processing, Machine Learning, IoT, Sensor.
above example, the data with fault in Pinion is shown in time-domain. The signal, when trained on ML, will have difficulty to infer anything as it cannot differentiate noise from anomalies. Thresholding approach is also not a good idea under dynamic loads and noise. By using Fourier Transformation