Methods of diagnosis and prognosis play a key role in the reliability and safety of industrial systems. Failure diagnosis requires the use of suitable sensors which provide signals that are processed to monitor features health indicators for defects. These features are required to distinguish between operating states in order to inform the operator of the severity level or even the type of a failure. Prognosis is defined as the estimation of a systems lifespan including how long remains and how