Deep learning-assisted real-time defect detection and process control for electrode manufacturing of lithium-ion battery cells

Kampker, Achim; Li, Rui Yan; Özcan, Mert; Born, Henrik Christoph; Heimes, Heiner Hans; Schmied, Jessica

doi:10.18154/RWTH-2025-05712

Deep learning-assisted real-time defect detection and process control for electrode manufacturing of lithium-ion battery cells

Kampker, Achim^RWTH* ; Heimes, Heiner Hans^RWTH* ; Born, Henrik Christoph^RWTH* ; Schmied, Jessica^RWTH* ; Li, Rui Yan (Corresponding author)^RWTH* ; Özcan, Mert (Corresponding author)^RWTH*

In
Machine learning for cyber physical systems : Proceedings of the conference ML4CPS 2025 / Oliver Niggemann, Jürgen Beyerer, Achim Kampker, Rui Yan Li, Görschwin Fey, Alois Kritl, Alexander Diedrich, Christian Kühnert editors, Seiten/Artikel-Nr: 22-33

2025

Konferenz/Event:8. Machine Learning for Cyber-Physical Systems Conference , Berlin , Germany , ML4CPS 2025 , 2025-03-06 - 2025-03-07

Impressum[Hamburg] : [Universitätsbibliothek der HSU]

Umfang22-33

Online
DOI: 10.24405/20022
10.24405/20022
DOI: 10.18154/RWTH-2025-05712
URL: https://publications.rwth-aachen.de/record/1013802/files/1013802.pdf

Einrichtungen

Lehrstuhl für Production Engineering of E-Mobility Components (420910)

Inhaltliche Beschreibung (Schlagwörter)
Battery cell production (Genormte SW) ; Deep learning (Genormte SW) ; Digitalization (Genormte SW) ; Machine vision (Genormte SW)

OpenAccess:
PDF

Dokumenttyp
Contribution to a conference proceedings

Format
online

Sprache
English

Interne Identnummern
RWTH-2025-05712
Datensatz-ID: 1013802

Beteiligte Länder
Germany

Related:

Proceedings Niggemann, O. (Editor) ; Beyerer, J. (Editor) ; Kampker, A. (Editor)RWTH* ; Li, R. Y. (Editor)RWTH* ; Fey, G. (Editor) ; Kritl, A. (Editor) ; Diedrich, A. (Editor) ; Kühnert, C. (Editor)
Machine learning for cyber physical systems : Proceedings of the conference ML4CPS 2025
20258. Machine Learning for Cyber-Physical Systems Conference, ML4CPS 2025, BerlinBerlin, Germany, 6 Mar 2025 - 7 Mar 20252025-03-062025-03-07 [Hamburg] : [Universitätsbibliothek der HSU] 101 Seiten : Illustrationen, Diagramme (2025) [10.24405/20018]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS