A system is provided to allow for automated planning and scheduling the work flow for reconfigurable production systems having a plurality of modules, with each module having alternative capabilities. The system includes a system controller, a planning function for planning the concurrent production of regular and diagnostic work units, and a scheduling function for scheduling the concurrent production of regular and diagnostic work units.