Maintenance Prevention (MP) is an important concept for ensuring reliability and maintainability of manufacturing facilities by providing various information collected during actual operations (MP information) to their design phase. However, in many cases, information collected in the shop floor is not detailed and/or accurate enough to make use of it in the design phase. In this paper, we prop...