Machine Learning Applications in Advanced Manufacturing Processes

Advanced Manufacturing Processes

Welcome to this second lecture on advanced manufacturing processes. In this session, we will discuss the concepts of advanced manufacturing, hybrid manufacturing and their examples. The trends in manufacturing and the newer manufacturing philosophies adopted by the manufacturers to remain competitive in the market have also been presented.

COURSE: ADVANCED MANUFACTURING PROCESSES Module No. 4: ADVANCED WELDING PROCESSES

Using Machine Learning and RFID Localization for Advanced Logistic Applications

Human supported picking stations are commonly used in warehouses across various business sectors. So called goods-to-man picking processes are usually guided by simple cross-checks to minimize picking errors. These cross-checks typically utilize binary light-barriers and are hence not able to accurately identify wrong picks or even provide early warnings to operators. In this work, we present a...

Advanced Manufacturing Analytics – Data-Driven Optimization of Manufacturing Processes

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 manufacturin...

Composites Manufacturing Processes: Towards an Advanced Simulation

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