Nowadays, new information technologies produce new methodological approaches attempting to extract not just valid and reliable information, but more generally a particular technical and professional expertise to support the decision making. The article ends with an application that shows the methodology developed and gives some results illustrated by figures. | Probabilistic reasoning for improving the predictive maintenance of vital electrical machine: Case study