Rechargeable batteries of the future—the state of the art from a BATTERY 2030+ perspective
The development of new batteries has historically been achieved through discovery and
development cycles based on the intuition of the researcher, followed by experimental trial …
development cycles based on the intuition of the researcher, followed by experimental trial …
Towards long lifetime battery: AI-based manufacturing and management
Technologies that accelerate the delivery of reliable battery-based energy storage will not
only contribute to decarbonization such as transportation electrification, smart grid, but also …
only contribute to decarbonization such as transportation electrification, smart grid, but also …
Feature analyses and modeling of lithium-ion battery manufacturing based on random forest classification
Lithium-ion battery manufacturing is a highly complicated process with strongly coupled
feature interdependencies; a feasible solution that can analyze feature variables within …
feature interdependencies; a feasible solution that can analyze feature variables within …
Data specifications for battery manufacturing digitalization: current status, challenges, and opportunities
FM Zanotto, DZ Dominguez, E Ayerbe… - Batteries & …, 2022 - Wiley Online Library
Lithium‐ion battery (LIB) manufacturing requires a pilot stage that optimizes its
characteristics. However, this process is costly and time‐consuming. One way to overcome …
characteristics. However, this process is costly and time‐consuming. One way to overcome …
RUBoost-based ensemble machine learning for electrode quality classification in Li-ion battery manufacturing
As a typical mechatronics system, the battery manufacturing chain becomes a hot research
topic because it directly determines electrode quality, further affecting manufactured battery …
topic because it directly determines electrode quality, further affecting manufactured battery …
Key performance indicators selection through an analytic network process model for tooling and die industry
In the last few decades, the fast technological development has caused high
competitiveness among companies, encouraging a pursuit for strategies that allow them to …
competitiveness among companies, encouraging a pursuit for strategies that allow them to …
Impact of electrode defects on battery cell performance: a review
A du Baret de Limé, T Lein, S Maletti… - Batteries & …, 2022 - Wiley Online Library
The continuing rise of electric mobility is driving demand for lithium‐ion batteries to
unprecedented levels. To ensure efficient production of high quality, yet affordable battery …
unprecedented levels. To ensure efficient production of high quality, yet affordable battery …
[HTML][HTML] In situ tomography of lithium-ion battery cells enabled by scanning acoustic imaging
Imaging the interior of battery cells provides vital information for battery manufacturing, as
well as lifetime and performance prediction. This work demonstrates a scalable and in-situ …
well as lifetime and performance prediction. This work demonstrates a scalable and in-situ …
Digital engineering methods in practical use during mechatronic design processes
This work aims to evaluate the current state of research on the use of artificial intelligence,
deep learning, digitalization, and Data Mining in product development, mainly in the …
deep learning, digitalization, and Data Mining in product development, mainly in the …
Data-driven cyber-physical system for quality gates in lithium-ion battery cell manufacturing
In the production chain of Lithium-ion battery (LIB) cells, various processes influence
intermediate product features, which then influence the LIB performance. It is important to …
intermediate product features, which then influence the LIB performance. It is important to …