تصفح حسب المؤلف "Lechevalier, David"
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A virtual milling machine model to generate machine-monitoring data for predictive analytics
Lechevalier, David; Shin, Seung-Jun; Woo, Jungyub; Rachuri, Sudarsan; Foufou, Sebti ( 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
Lechevalier, David; Narayanan, Anantha; Rachuri, Sudarsan; Foufou, Sebti; Lee, Y. Tina ( 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 ...