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A virtual milling machine model to generate machine-monitoring data for predictive analytics
(
Springer New York LLC
, 2016 , Conference Paper)
Real data from manufacturing processes are essential to create useful insights for decision-making. However, acquiring real manufacturing data can be expensive and time consuming. To address this issue, we implement a ...
Model-based engineering for the integration of manufacturing systems with advanced analytics
(
Springer New York LLC
, 2016 , Conference Paper)
To employ data analytics effectively and efficiently on manufacturing systems, engineers and data scientists need to collaborate closely to bring their domain knowledge together. In this paper, we introduce a domain-specific ...