The goal of ILIAS NVO is to optimize the overall operation and maintenance of the military equipment that very often is being used outside normal operation patterns and in extreme conditions. The challenge was to develop mathematical models that can turn the vehicles actual usage profile into relevant information that can be used for operational, maintenance and training purposes