Advanced Manufacturing Analytics – Data-Driven Optimization of Manufacturing Processes
نویسنده
چکیده
Traditional concepts for manufacturing process optimization, e.g., Lean Production and Total Quality Management, represent management-driven and experience-based approaches. The increasing use of cyber-physical systems as well as the digitalization of manufacturing operations management by manufacturing execution systems (MES) lead to enormous amounts of structured and unstructured manufacturing data. These data offer great potential for novel data-driven approaches for manufacturing process optimization by systematically extracting new knowledge for continuous process improvement.
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