My thesis mainly focused on maintenance and cutting tool replacement through statistical methods. I continue this activity, with help of my PhD Student who works on this thematics through an artificial intelligence point of view. I also work on optimizing maintenance policies, in particular on opportunistic maintenance policies, especially with resource constraints. More recently, I focus in particular on human resources in maintenance in the framework of maintenance 5.0.