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Towards a Data-oriented Optimization of Manufacturing Processes - A Real-Time Architecture for the Order Processing as a Basis for Data Analytics Methods
2017
Proceedings of the 19th International Conference on Enterprise Information Systems
Real-time data analytics methods are key elements to overcome the currently rigid planning and improve manufacturing processes by analysing historical data, detecting patterns and deriving measures to counteract the issues. The key element to improve, assist and optimize the process flow builds a virtual representation of a product on the shop-floor -called the digital twin or digital shadow. Using the collected data requires a high data quality, therefore measures to verify the correctness of
doi:10.5220/0006326002570264
dblp:conf/iceis/BlumS17
fatcat:7qxo7px7vfdwjpn4pvfsl77n2y