Intelligent Retrofitting Paradigm for Conventional Machines towards the Digital Triplet Hierarchy

Industry 4.0 is evolving through technological advancements, leveraging information technology to enhance industry with digitalisation and intelligent activities. Whereas 5.0 the Age of Augmentation, striving concentrate on human-centricity, sustainability, resilience factories synergetic industry. The crucial enhancer for improvements accomplished by digital transformation notion ‘digital triplet D3’, which an augmentation twin artificial intelligence, human ingenuity, experience. D3 encompasses activities based awareness convergence among cyberspace, physical space, humans, in Implementing useful reference hierarchy a part instigating into reality. This paper depicts discloses potency retrofitting conventional drilling machine. included perceptive level complex decision-making deploying machine learning ingenuity creativity, concatenated controlling system’s behaviour predictions emulation, observing iterative observation actual system using real-time data, duplicating visualises emulates virtual features tasks. accomplishment demonstrated viability imitating functionality immaculate performance this paradigm. triplet’s complexity was diminished interaction facile twins, activities, awareness. parameters paradigm were eventually confirmed appraising, anomaly analysis, monitoring.