Implications for Academia and Practitioners Sample Clauses

Implications for Academia and Practitioners. ‌ The research presented in this paper on AI-based human-robot cooperation is far from being complete and exhaustive. For academia, this means, that there are still many points that need to be investigated and further developed in the future. However, the presented approach shows how the use of AI and ML in manufacturing can have a great impact on the flexibility of future manufacturing systems. From a company’s view, the presented concept of having a workstation with an operator, a robot and an intelligent system for the observation and analysis of human and robot movements offers an ideal possibility how future workstations can be applied in flexible factories for multi-variant manufacturing and mass customization. By means of dynamic (real-time) recognition of the parts currently being processed from the analysis of operators activities, the production system (in this case the robot) can be adapted dynamically to a product change in quasi real-time. A future industrial application of such systems therefore presents an important step towards the vision for flexible automation in manufacturing and assembly of products with lot size one or smaller lot sizes.
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