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

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

YOU? · · 2020 · Open Access · · DOI: https://doi.org/10.1016/j.promfg.2020.02.113

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.

Related Topics

Scrap

Lithium (Medication)

Production (Economics)

Mechanical Engineering

Concepts

Scrap Lithium (medication) Production (economics) Production line Biochemical engineering Key (lock) Quality (philosophy) Identification (biology) Process engineering Computer science Systems engineering Engineering Mechanical engineering Endocrinology Medicine Philosophy Biology Botany Economics Computer security Epistemology Macroeconomics

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Type: article
Language: en
Landing Page: https://doi.org/10.1016/j.promfg.2020.02.113
OA Status: diamond
Cited By: 18
References: 22
Related Works: 10
OpenAlex ID: https://openalex.org/W3021846208

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OpenAlex ID: https://openalex.org/W3021846208

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DOI: https://doi.org/10.1016/j.promfg.2020.02.113

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

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Type: article

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Language: en

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Publication year: 2020

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Publication date: 2020-01-01

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

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Landing page: https://doi.org/10.1016/j.promfg.2020.02.113

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OA URL: https://doi.org/10.1016/j.promfg.2020.02.113

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Concepts: Scrap, Lithium (medication), Production (economics), Production line, Biochemical engineering, Key (lock), Quality (philosophy), Identification (biology), Process engineering, Computer science, Systems engineering, Engineering, Mechanical engineering, Endocrinology, Medicine, Philosophy, Biology, Botany, Economics, Computer security, Epistemology, Macroeconomics

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Cited by: 18

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Related works (count): 10

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