Identifying product and process state drivers in manufacturing systems using supervised machine learning - Wuest, Thorsten; SpringerLink (Online service). (Cham Springer International Publishing, 2015)
Introduction -- Developments of manufacturing systems with a focus on product and process quality -- Current approaches with a focus on holistic information management in manufacturing -- Development of the product state concept -- Application of machine learning to identify state drivers -- Application of SVM to identify relevant state drivers -- Evaluation of the developed approach -- Recapitulation.
"Doctoral these accepted by University of Bremen, Germany."
Electronic reproduction.
Keywords: Manufacturing processes -- Automation; Supervised learning (Machine learning); Electronic books