Data mining in lithium-ion battery cell production

Data mining methods are used to analyze and improve production processes in a lithium-ion cell manufacturing line. The CRISP-DM methodology is applied to the data captured during the manufacturing processes. Key goals include the identification of process dependencies and key quality drivers as well...

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Bibliographic Details

Published in:	Journal of power sources Vol. 413; pp. 360 - 366
Main Authors:	Schnell, Joscha, Nentwich, Corbinian, Endres, Florian, Kollenda, Anna, Distel, Fabian, Knoche, Thomas, Reinhart, Gunther
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 15.02.2019
Subjects:	Battery production Data mining Lithium-ion cell Process chain Quality management Process chain Lithium-ion cell Data mining Battery production Quality management
ISSN:	0378-7753, 1873-2755
Online Access:	Get full text
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