Concept for Digital Product Twins in Battery Cell Production
This paper presents an approach for the design and derivation for establishing a digital product twin for battery cells. A digital product twin is a virtual replica of a physical battery cell and can be used to predict and optimize quality properties and performance in real-time. The study focuses o...
| Main Authors: | , , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2023-04-01
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| Series: | World Electric Vehicle Journal |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2032-6653/14/4/108 |
| _version_ | 1797603114298114048 |
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| author | Achim Kampker Heiner Hans Heimes Benjamin Dorn Henning Clever Robert Ludwigs Ruiyan Li Marcel Drescher |
| author_facet | Achim Kampker Heiner Hans Heimes Benjamin Dorn Henning Clever Robert Ludwigs Ruiyan Li Marcel Drescher |
| author_sort | Achim Kampker |
| collection | DOAJ |
| description | This paper presents an approach for the design and derivation for establishing a digital product twin for battery cells. A digital product twin is a virtual replica of a physical battery cell and can be used to predict and optimize quality properties and performance in real-time. The study focuses on pouch cell manufacturing and aims to map the large amount and variety of process information down to purchased parts and interim products. The approach for this study was to collect and analyze data from the physical production process and use this information to structure a digital battery product twin based on its product architecture. The main findings of this study indicate that a digital product twin can be effectively structured and implemented in a digital interface based on its product architecture in combination with data from the physical production process. The results of this study show the potential of digital product twins, in which statements about material, design, and behavior can be made using real information from production. Further research will focus on the practical application and implementation of digital product twins in a battery cell pilot production. |
| first_indexed | 2024-03-11T04:24:50Z |
| format | Article |
| id | doaj.art-180f2019078e4107bba583dca3512613 |
| institution | Directory Open Access Journal |
| issn | 2032-6653 |
| language | English |
| last_indexed | 2024-03-11T04:24:50Z |
| publishDate | 2023-04-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | World Electric Vehicle Journal |
| spelling | doaj.art-180f2019078e4107bba583dca35126132023-11-17T21:50:17ZengMDPI AGWorld Electric Vehicle Journal2032-66532023-04-0114410810.3390/wevj14040108Concept for Digital Product Twins in Battery Cell ProductionAchim Kampker0Heiner Hans Heimes1Benjamin Dorn2Henning Clever3Robert Ludwigs4Ruiyan Li5Marcel Drescher6Production Engineering of E-Mobility Components (PEM), RWTH Aachen University, 52072 Aachen, GermanyProduction Engineering of E-Mobility Components (PEM), RWTH Aachen University, 52072 Aachen, GermanyProduction Engineering of E-Mobility Components (PEM), RWTH Aachen University, 52072 Aachen, GermanyProduction Engineering of E-Mobility Components (PEM), RWTH Aachen University, 52072 Aachen, GermanyProduction Engineering of E-Mobility Components (PEM), RWTH Aachen University, 52072 Aachen, GermanyProduction Engineering of E-Mobility Components (PEM), RWTH Aachen University, 52072 Aachen, GermanyProduction Engineering of E-Mobility Components (PEM), RWTH Aachen University, 52072 Aachen, GermanyThis paper presents an approach for the design and derivation for establishing a digital product twin for battery cells. A digital product twin is a virtual replica of a physical battery cell and can be used to predict and optimize quality properties and performance in real-time. The study focuses on pouch cell manufacturing and aims to map the large amount and variety of process information down to purchased parts and interim products. The approach for this study was to collect and analyze data from the physical production process and use this information to structure a digital battery product twin based on its product architecture. The main findings of this study indicate that a digital product twin can be effectively structured and implemented in a digital interface based on its product architecture in combination with data from the physical production process. The results of this study show the potential of digital product twins, in which statements about material, design, and behavior can be made using real information from production. Further research will focus on the practical application and implementation of digital product twins in a battery cell pilot production.https://www.mdpi.com/2032-6653/14/4/108battery cell productionpouch celldigital product twindigitalizationindustry 4.0 |
| spellingShingle | Achim Kampker Heiner Hans Heimes Benjamin Dorn Henning Clever Robert Ludwigs Ruiyan Li Marcel Drescher Concept for Digital Product Twins in Battery Cell Production World Electric Vehicle Journal battery cell production pouch cell digital product twin digitalization industry 4.0 |
| title | Concept for Digital Product Twins in Battery Cell Production |
| title_full | Concept for Digital Product Twins in Battery Cell Production |
| title_fullStr | Concept for Digital Product Twins in Battery Cell Production |
| title_full_unstemmed | Concept for Digital Product Twins in Battery Cell Production |
| title_short | Concept for Digital Product Twins in Battery Cell Production |
| title_sort | concept for digital product twins in battery cell production |
| topic | battery cell production pouch cell digital product twin digitalization industry 4.0 |
| url | https://www.mdpi.com/2032-6653/14/4/108 |
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