Battery production design using multi-output machine learning models

Data-driven assessment of electrode calendering process by combining experimental results, in silico mesostructures generation and machine learning

(2020) Marc Duquesnoy et al.   JOURNAL OF POWER SOURCES

Investigation of the Influence of Deposition Accuracy of Electrodes on the Electrochemical Properties of Lithium‐Ion Batteries

(2019) Ruben Leithoff et al.   Energy Technology

Data mining in battery production chains towards multi-criterial quality prediction

(2019) Sebastian Thiede et al.   CIRP ANNALS-MANUFACTURING TECHNOLOGY

Toward Data‐Driven Applications in Lithium‐Ion Battery Cell Manufacturing

(2019) Artem Turetskyy et al.   Energy Technology

Development and Implementation of Statistical Methods for Quality Optimization in the Large‐Format Lithium‐Ion Cells Production

(2019) Oliver Meyer et al.   Energy Technology

Evaluation of the Separation Process for the Production of Electrode Sheets

(2019) Tobias Jansen et al.   Energy Technology

Implementation of Cyber-Physical Production Systems for Quality Prediction and Operation Control in Metal Casting

(2018) JuneHyuck Lee et al.   SENSORS

Current status and challenges for automotive battery production technologies

(2018) Arno Kwade et al.   Nature Energy

Data mining in lithium-ion battery cell production

(2018) Joscha Schnell et al.   JOURNAL OF POWER SOURCES

Investigation of binder distribution in graphite anodes for lithium-ion batteries

(2017) Marcus Müller et al.   JOURNAL OF POWER SOURCES

Degradation diagnostics for lithium ion cells

(2017) Christoph R. Birkl et al.   JOURNAL OF POWER SOURCES

The state of understanding of the lithium-ion-battery graphite solid electrolyte interphase (SEI) and its relationship to formation cycling

(2016) Seong Jin An et al.   CARBON

Effect of electrode manufacturing defects on electrochemical performance of lithium-ion batteries: Cognizance of the battery failure sources

(2016) D. Mohanty et al.   JOURNAL OF POWER SOURCES

Investigation of film solidification and binder migration during drying of Li-Ion battery anodes

(2016) Stefan Jaiser et al.   JOURNAL OF POWER SOURCES

The interaction of consecutive process steps in the manufacturing of lithium-ion battery electrodes with regard to structural and electrochemical properties

(2016) Henrike Bockholt et al.   JOURNAL OF POWER SOURCES

Analyzing Bending Stresses on Lithium-Ion Battery Cathodes induced by the Assembly Process

(2016) Antje Schilling et al.   Energy Technology

Simulating the Impact of Particle Size Distribution on the Performance of Graphite Electrodes in Lithium-Ion Batteries

(2016) Fridolin Röder et al.   Energy Technology

Influence of dry mixing and distribution of conductive additives in cathodes for lithium ion batteries

(2015) Werner Bauer et al.   JOURNAL OF POWER SOURCES

Effect of electrode compression on the wettability of lithium-ion batteries

(2014) Sang Gun Lee et al.   JOURNAL OF POWER SOURCES

Influence of formulation method and related processes on structural, electrical and electrochemical properties of LMS/NCA-blend electrodes

(2014) W. Haselrieder et al.   PROGRESS IN SOLID STATE CHEMISTRY

Design of Battery Electrodes with Dual-Scale Porosity to Minimize Tortuosity and Maximize Performance

(2012) Chang-Jun Bae et al.   ADVANCED MATERIALS

Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index

(2009) Andrea Saltelli et al.   COMPUTER PHYSICS COMMUNICATIONS