Lithium (Li) inventory tracking to trace the Li inventory in the cathode active material (CAM) and its utilization in a rechargeable Li battery from formation to end-of-life (EOL) is...
WhatsAppIntegration of an Electrode-Sheet-Based Traceability System into the Manufacturing Process of Lithium-Ion Battery Cells. Alessandro Sommer,* Steffen Bazlen,* Hai-Yen Tran, Matthias Leeb, Jannis Wachter, Wolfgang Braunwarth, and Rüdiger Daub. The production of lithium-ion batteries consists of a long and complex process chain.
WhatsAppThis work showed how a holistic traceability system for product and process data can be integrated into the production line for the manufacturing of lithium-ion battery cells independently of its TRL.
WhatsAppThe production of Lithium-Ion Battery (LIB) cells is characterized by the interlinking of different production processes with a manifold of intermediate products.
WhatsAppIn this paper, we propose a fault analysis framework for big data-driven fault trace extraction based on the whole-life-cycle charging data of onboard lithium-ion batteries. Firstly,...
WhatsAppLithium batteries have been widely deployed and a vast quantity of battery data is generated daily from end-users, battery manufacturers, BMS providers and other original equipment manufacturers. Two elements are key in enabling the value of data: accessibility and ease of use.
WhatsAppIn this paper, we propose a fault analysis framework for big data-driven fault trace extraction based on the whole-life-cycle charging data of onboard lithium-ion batteries. Firstly, battery voltage features strongly correlated with faults are mined and automatically selected by a random forest algorithm from the last-one-cycle ...
WhatsAppFrom data generation to the most advanced analysis techniques, this article addresses the concepts, tools and challenges related to battery informatics with a holistic approach. The different types of data production techniques are described and the most commonly used analysis methods are presented.
WhatsAppTraceability has been applied in lithium-ion battery production for intelligent tracking and tracing different production and product characteristics such as energy consumption, material, etc ...
WhatsAppWessel et al. (2020) proposed an intelligent tracing and tracking application, which is a data-driven technology that can be extended to simulation technology for battery production.
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