A review on second-life of Li-ion batteries: Prospects, challenges, and issues
High energy density has made Li-ion battery become a reliable energy storage technology
for transport-grid applications. Safely disposing batteries that below 80% of their nominal …
for transport-grid applications. Safely disposing batteries that below 80% of their nominal …
Artificial intelligence applied to battery research: hype or reality?
T Lombardo, M Duquesnoy, H El-Bouysidy… - Chemical …, 2021 - ACS Publications
This is a critical review of artificial intelligence/machine learning (AI/ML) methods applied to
battery research. It aims at providing a comprehensive, authoritative, and critical, yet easily …
battery research. It aims at providing a comprehensive, authoritative, and critical, yet easily …
Comprehensive recycling of lithium-ion batteries: Fundamentals, pretreatment, and perspectives
With increasing the market share of electric vehicles (EVs), the rechargeable lithium-ion
batteries (LIBs) as the critical energy power sources have experienced rapid growth in the …
batteries (LIBs) as the critical energy power sources have experienced rapid growth in the …
End-of-life or second-life options for retired electric vehicle batteries
E-mobility, especially electric cars, has been scaling up rapidly because of technological
advances in lithium-ion batteries (LIBs). However, LIBs degrade significantly with service life …
advances in lithium-ion batteries (LIBs). However, LIBs degrade significantly with service life …
[HTML][HTML] Lithium-ion battery data and where to find it
Lithium-ion batteries are fuelling the advancing renewable-energy based world. At the core
of transformational developments in battery design, modelling and management is data. In …
of transformational developments in battery design, modelling and management is data. In …
[HTML][HTML] State of health estimation of lithium-ion batteries with a temporal convolutional neural network using partial load profiles
An accurate aging forecasting and state of health estimation is essential for a safe and
economically valuable usage of lithium-ion batteries. However, the non-linear aging of …
economically valuable usage of lithium-ion batteries. However, the non-linear aging of …
Intelligent disassembly of electric-vehicle batteries: a forward-looking overview
Retired electric-vehicle lithium-ion battery (EV-LIB) packs pose severe environmental
hazards. Efficient recovery of these spent batteries is a significant way to achieve closed …
hazards. Efficient recovery of these spent batteries is a significant way to achieve closed …
Data-driven-aided strategies in battery lifecycle management: prediction, monitoring, and optimization
Predicting, monitoring, and optimizing the performance and health of a battery system
entails a variety of complex variables as well as unpredictability in given conditions. Data …
entails a variety of complex variables as well as unpredictability in given conditions. Data …
Mass load prediction for lithium-ion battery electrode clean production: a machine learning approach
With the advent of sustainable and clean energy, lithium-ion batteries have been widely
utilised in cleaner productions such as energy storage systems and electrical vehicles, but …
utilised in cleaner productions such as energy storage systems and electrical vehicles, but …
Screening of retired batteries with gramian angular difference fields and ConvNeXt
With the rapid development of electric vehicles, the second usage of retired batteries
becomes a key issue. The accuracy of existing screening methods for retired batteries is …
becomes a key issue. The accuracy of existing screening methods for retired batteries is …