Availability Analysis of the Critical Production System in SMEs Using the Markov Decision Model

Small and medium-sized enterprises (SMEs) in today’s world have numerous issues ensuring the availability safety of critical machines their components working environment. As a result, SMEs considered planning scheduling maintenance tasks to be significant threat. The goal this research is identify subsystem automobile spare parts production plant southern region Tamil Nadu, India, then prioritize activity set up an architecture for autonomous preventive (PM) that includes optimal decision support system. transition state diagram individual simultaneous system has been developed with application Markov model approach. It was used analyze present variables systems forecast parameters such as failure rate repair rate, through system’s analysis. This analysis reveals B (Piercing) classified most because abrupt variation compared all other systems, concerning corresponding 0.0371, 0.7094, piercing 0.5056. Finally, use PM management effective workforce enhanced productivity customer satisfaction SMEs. predictive further investigated determine real-time remaining useful life (RUL) manufacturing India.