Active magnetic bearings are complex mechatronic systems that consist of mechanical, electrical, and software parts, unlike classical rolling bearings. Given the complexity this type system, fault detection is a critical process. This paper presents new easy way to detect faults based on use dictionary machine learning. The was built starting from signatures consisting images obtained signals a...