Inductive debris sensors are generally used in online debris detection and perform well in monitoring the wear condition of rotating facilities. The detection accuracy is restricted by the superposition and noise of the impedance signal. From the perspective of machine learning. superposition is underfitting and noise is overfitting. https://www.soiebiologique.com/