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The concept of digital twins has emerged as a game-changing solution within automated manufacturing, offering unparalleled capabilities in simulating and optimising production processes. Factory digital twins provide a comprehensive model of the factory floor, leveraging real-time data to simulate outcomes and enable "what-if" analyses across various production scenarios. Digital twins play a key role in validating designs, optimising layouts, and estimating inventory sizes during the initial investment and build of greenfield factories. These digital replicas not only validate layout designs but also evaluate spatial parameters for assets, such as clearances and ergonomics, ensuring optimal operational efficiency from the outset. In established operations, digital twins prove invaluable in predicting production bottlenecks and optimising production schedules. By modelling complex processes with high fidelity using live data, they uncover hidden inefficiencies and enable informed decision-making, ranging from line balancing to real-time production optimisation. #DigitalTwins #ManufacturingTech #Automation #ManufacuturingAutomation #Staffing #Recruitment

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