• Process mining can also be used for fault diagnosis. By learning from earlier problems, it is possible to find the root cause for new problems that emerge. For example, we have analyzed under which circumstances particular components are replaced. This resulted in a set of signatures. When a malfunctioning X-ray machine exhibits a particular “signature” behavior, the service engineer knows what component to replace.