Cyber-Physical Quality Systems in Manufacturing

Digital Twin-based Cyber-Physical Quality System (DT-CPQS) concept involves automated quality checking, simulation, and prediction of manufacturing operations to improve production efficiency flexibility as part Industrie4.0 initiatives. DT-CPQS will provide the basis for process march towards an autonomous platform zero defect in future. Analysing sensor data from CNC machine vision monitoring system it was concluded that there enough signal detect issues a being machined advance using statistical/mathematical models (Smart PLS) learning algorithms. This allows operator take corrective actions before resultant ends failure reduces inspection time. The proposed approach forms expanding this large shop wherein by various parameters machines state variables tools we can develop techniques.