Autonomous Visual Detection of Defects from Battery Electrode Manufacturing

Author:

Choudhary Nirmal12,Clever Henning3,Ludwigs Robert3,Rath Michael4,Gannouni Aymen4,Schmetz Arno5,Hülsmann Tom5,Sawodny Julia6,Fischer Leon12,Kampker Achim3,Fleischer Juergen6,Stein Helge S.12ORCID

Affiliation:

1. Helmholtz Institute Ulm (HIU) Helmholtzstr. 11 89081 Ulm Germany

2. Institute of Physical Chemistry (IPC) Karlsruhe Institute of Technology (KIT) Fritz-HaberWeg 2 76131 Karlsruhe Germany

3. Chair of Production Engineering of E-Mobility Components (PEM) RWTH Aachen University Bohr 12 52 072 Aachen Germany

4. Information Management in Mechanical Engineering (IMA) RWTH Aachen University Dennewartstr. 27 52068 Aachen Germany

5. Fraunhofer Research Institution for Battery Cell Production FFB Mendelstraße 11 48149 Münster Germany

6. WBK Institute of Production Science Karlsruhe Institute of Technology Kaiserstrasse 12 76131 Karlsruhe Germany

Funder

Bundesministerium für Bildung und Forschung

Deutsche Forschungsgemeinschaft

Horizon 2020

Publisher

Wiley

Subject

General Medicine

Reference37 articles.

1. D.Michaelis E.Rahimzei P.Kampker H.Heimes C.Offermanns M.Locke H.Löbberding S.Wennemar A.Thielmann D.Hettesheimer C.Neef A.Kwade W.Haselrieder S.Blömeke S.Doose N.von Drachenfels R.Drees A.Fröhlich L.Gottschalk Z.Huang Roadmap Batterie-Produktionsmittel 2030 - Update 2020 Frankfurt am Main Germany2021.

2. Opportunities and Challenges of Lithium Ion Batteries in Automotive Applications

3. Beyond Expert‐Level Performance Prediction for Rechargeable Batteries by Unsupervised Machine Learning

4. Effect of electrode manufacturing defects on electrochemical performance of lithium-ion batteries: Cognizance of the battery failure sources

5. Coating and Drying Defects

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