Efficient Modeling of Digital Shadows for Production Processes: A Case Study for Quality Prediction in High Pressure Die Casting Processes

Arnab Chakrabarti, Ravi Prasanna Sukumar,Matthias Jarke,Maximilian Rudack,Paul Buske,Carlo Holly

2021 IEEE 8th International Conference on Data Science and Advanced Analytics (DSAA)（2021）

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摘要

The advent of Industry 4.0 has led a wide variety of engineering fields to incorporate more automation into their existing work processes. Various engineering sectors intend to imbibe aspects of Industry 4.0 technologies by leveraging Internet of Things coupled with Machine Learning and Artificial Intelligence for process optimization. This, in turn, has led to the surge of cross-domain data integ...

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关键词

Adaptation models,Analytical models,Pipelines,Production,Predictive models,Data models,Die casting

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