Tailored Digitalization in Electrode Manufacturing: The Backbone of Smart Lithium-Ion Battery Cell Production

被引:14
作者
Haghi, Sajedeh [1 ]
Summer, Armin [1 ]
Bauerschmidt, Philipp [1 ]
Daub, Ruediger [1 ]
机构
[1] Tech Univ Munich, Inst Machine Tools & Ind Management, Boltzmannstr 15, D-85748 Garching, Germany
关键词
battery production; digitalization; electrode manufacturing; interdependencies; quality management; smart production; tracking and tracing; ELECTROCHEMICAL PROPERTIES; RHEOLOGICAL PROPERTIES; CONDUCTIVE ADDITIVES; CALENDERING PROCESS; DISCHARGE CAPACITY; HIGH-ENERGY; LI; PERFORMANCE; CATHODES; BINDER;
D O I
10.1002/ente.202200657
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Following the introduction of Industry 4.0 and the development of information technologies, manufacturing companies have been undergoing a profound transformation. This transformation envisions the realization of the smart factory as a fully connected, flexible production system regulated by data. Digitalization and collection of the critical parameters are the vital prerequisites for this vision. Electrode manufacturing is regarded as the core phase in the battery cell production, having most of the properties determining the electrochemical performance of the battery cell established in this phase. There are a high number of parameters involved in electrode manufacturing. The digitalization of these parameters is associated with a considerable amount of effort and costs. Introducing a tailored digitalization concept provides the first step toward smart battery cell production. The tailored digitalization concept is based on the importance of the parameters from the quality management perspective and their complexity with regard to digitalization. The prioritization of parameters enables a successive quality-oriented digitalization strategy. The concept is built on a two-step literature-based and expert-based approach. The results include a comprehensive list of parameters and their prioritization for digitalization and integration in a tracking and tracing concept.
引用
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页数:19
相关论文
共 123 条
[1]  
[Anonymous], ISO IEC IEEE INT STA
[2]  
[Anonymous], 2000, P C FUT SOFTW ENG LI
[3]   Digitalization of Battery Manufacturing: Current Status, Challenges, and Opportunities [J].
Ayerbe, Elixabete ;
Berecibar, Maitane ;
Clark, Simon ;
Franco, Alejandro A. ;
Ruhland, Janna .
ADVANCED ENERGY MATERIALS, 2022, 12 (17)
[4]  
Bauer W., 2019, KERAM Z, V71, P42
[5]   Effects of pH control by acid addition at the aqueous processing of cathodes for lithium ion batteries [J].
Bauer, Werner ;
Cetinel, Fatih A. ;
Mueller, Marcus ;
Kaufmann, Ulrike .
ELECTROCHIMICA ACTA, 2019, 317 :112-119
[6]   Influence of dry mixing and distribution of conductive additives in cathodes for lithium ion batteries [J].
Bauer, Werner ;
Noetzel, Dorit ;
Wenzel, Valentin ;
Nirschl, Hermann .
JOURNAL OF POWER SOURCES, 2015, 288 :359-367
[7]   Rheological properties and stability of NMP based cathode slurries for lithium ion batteries [J].
Bauer, Werner ;
Noetzel, Dorit .
CERAMICS INTERNATIONAL, 2014, 40 (03) :4591-4598
[8]   Delamination behavior of lithium-ion battery anodes: Influence of drying temperature during electrode processing [J].
Baunach, M. ;
Jaiser, S. ;
Schmelzle, S. ;
Nirschl, H. ;
Scharfer, P. ;
Schabel, W. .
DRYING TECHNOLOGY, 2016, 34 (04) :462-473
[9]   Investigation of the Adhesion Strength along the Electrode Manufacturing Process for Improved Lithium-Ion Anodes [J].
Billot, Nicolas ;
Guenther, Till ;
Schreiner, David ;
Stahl, Ralf ;
Kranner, Jakob ;
Beyer, Moritz ;
Reinhart, Gunther .
ENERGY TECHNOLOGY, 2020, 8 (02)
[10]   Impact of Mechanical Process Engineering on the Fabrication Process of Electrodes for Lithium Ion Batteries [J].
Bitsch, Boris ;
Willenbacher, Norbert ;
Wenzel, Valentin ;
Schmelzle, Steffen ;
Nirschl, Hermann .
CHEMIE INGENIEUR TECHNIK, 2015, 87 (04) :466-474