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Digitalization of Battery Manufacturing: Current Status, Challenges, and Opportunities

Ayerbe, E.; Berecibar, M.; Clark, S.; Franco, A. A.; Ruhland, J.

Abstract:

As the world races to respond to the diverse and expanding demands for electrochemical energy storage solutions, lithium-ion batteries (LIBs) remain the most advanced technology in the battery ecosystem. Even as unprecedented demand for state-of-the-art batteries drives gigascale production around the world, there are increasing calls for next-generation batteries that are safer, more affordable, and energy-dense. These trends motivate the intense pursuit of battery manufacturing processes that are cost effective, scalable, and sustainable. The digital transformation of battery manufacturing plants can help meet these needs. This review provides a detailed discussion of the current and near-term developments for the digitalization of the battery cell manufacturing chain and presents future perspectives in this field. Current modelling approaches are reviewed, and a discussion is presented on how these elements can be combined with data acquisition instruments and communication protocols in a framework for building a digital twin of the battery manufacturing chain. The challenges and emerging techniques provided here is expected to give scientists and engineers from both industry and academia a guide toward more intelligent and interconnected battery manufacturing processes in the future.


Verlagsausgabe §
DOI: 10.5445/IR/1000141493
Veröffentlicht am 27.12.2021
Originalveröffentlichung
DOI: 10.1002/aenm.202102696
Scopus
Zitationen: 57
Web of Science
Zitationen: 47
Dimensions
Zitationen: 62
Cover der Publikation
Zugehörige Institution(en) am KIT Institut für Produktionstechnik (WBK)
Publikationstyp Zeitschriftenaufsatz
Publikationsdatum 05.05.2022
Sprache Englisch
Identifikator ISSN: 1614-6832, 1614-6840
KITopen-ID: 1000141493
Erschienen in Advanced Energy Materials
Verlag Wiley-VCH Verlag
Band 12
Heft 17
Seiten Art. Nr.: 2102696
Vorab online veröffentlicht am 09.12.2021
Nachgewiesen in Scopus
Dimensions
Web of Science
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