This paper deals with a continuous-time model of a production and maintenance system whose performance
deteriorates over time. The problem of adaptive control of a production-maintenance system with unknown
deterioration rate is presented. Using a feedback the scheduled production rate, preventive maintenance rate,
and updating rule of deterioration and obsolescence rates will be derived.