Multi-Criteria Optimization in the Production of Lithium-Ion Batteries

Thomas Kornas, Dominik Wittmann, Rüdiger Daub, Oliver Meyer, Claus Weihs, Sebastian Thiede, Christoph Herrmann

Research output: Contribution to journalConference articlepeer-review

16 Scopus citations


Lithium-ion-batteries (LIBs) play a key role in determining the environmental impacts of future mobility technologies. In particular, the production of LIBs has a strong environmental impact as it is characterized by high scrap rates. In addition to existing expert-based approaches for the identification of quality drivers in production, a trend towards data-driven methods is discernible. Nevertheless, most approaches show shortcomings in the involvement of multi-criteria optimization. Therefore, this paper uses desirability functions to jointly optimize several quality parameters. Validation was conducted based on the data of an assembly line for prismatic LIBs.

Original languageEnglish
Pages (from-to)720-727
Number of pages8
JournalProcedia Manufacturing
StatePublished - 2020
Externally publishedYes
Event17th Global Conference on Sustainable Manufacturing 2019 - Shanghai, China
Duration: 9 Oct 201911 Oct 2019


  • Desirability Functions
  • Lithium-Ion Battery
  • Multi-Criteria Optimization
  • Quality Management


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