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Towards a Flexible Process-Independent Meta-Model for Production Data

Procedia CIRP(2021)

Cited 7|Views6
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Abstract
Data integration is a considerable challenge when investigating information sources from a multi-step manufacturing process. The interpretation of the process data profoundly depends on the incurred meta-data. However, during most data aggregating processes along the production chain, accompanying meta-information of vital importance is lost. To address this shortcoming, we propose a flexible and process-independent meta-model for efficient data integration for multi-step manufacturing processes.
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Key words
Process data,Meta-model,Predictive quality,Smart production,Production data,Digital shadow,Data analytics
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