Machine learning: an advanced platform for materials development and state prediction in lithium‐ion batteries
Lithium‐ion batteries (LIBs) are vital energy‐storage devices in modern society. However,
the performance and cost are still not satisfactory in terms of energy density, power density …
the performance and cost are still not satisfactory in terms of energy density, power density …
The success story of graphite as a lithium-ion anode material–fundamentals, remaining challenges, and recent developments including silicon (oxide) composites
Lithium-ion batteries are nowadays playing a pivotal role in our everyday life thanks to their
excellent rechargeability, suitable power density, and outstanding energy density. A key …
excellent rechargeability, suitable power density, and outstanding energy density. A key …
Battery lifetime prognostics
Lithium-ion batteries have been widely used in many important applications. However, there
are still many challenges facing lithium-ion batteries, one of them being degradation. Battery …
are still many challenges facing lithium-ion batteries, one of them being degradation. Battery …
Review on modeling of the anode solid electrolyte interphase (SEI) for lithium-ion batteries
A passivation layer called the solid electrolyte interphase (SEI) is formed on electrode
surfaces from decomposition products of electrolytes. The SEI allows Li+ transport and …
surfaces from decomposition products of electrolytes. The SEI allows Li+ transport and …
Rechargeable alkali-ion battery materials: theory and computation
Since its development in the 1970s, the rechargeable alkali-ion battery has proven to be a
truly transformative technology, providing portable energy storage for devices ranging from …
truly transformative technology, providing portable energy storage for devices ranging from …
Toward a mechanistic model of solid–electrolyte interphase formation and evolution in lithium-ion batteries
The formation of passivation films by interfacial reactions, though critical for applications
ranging from advanced alloys to electrochemical energy storage, is often poorly understood …
ranging from advanced alloys to electrochemical energy storage, is often poorly understood …
Boosting rechargeable batteries R&D by multiscale modeling: myth or reality?
This review addresses concepts, approaches, tools, and outcomes of multiscale modeling
used to design and optimize the current and next generation rechargeable battery cells …
used to design and optimize the current and next generation rechargeable battery cells …
A review on lithium-ion battery ageing mechanisms and estimations for automotive applications
Lithium-ion batteries have become the focus of research interest, thanks to their numerous
benefits for vehicle applications. One main limitation of these technologies resides in the …
benefits for vehicle applications. One main limitation of these technologies resides in the …
Challenges and opportunities for second-life batteries: Key technologies and economy
Due to the increasing volume of electric vehicles in automotive markets and the limited
lifetime of onboard lithium-ion batteries, the large-scale retirement of batteries is imminent …
lifetime of onboard lithium-ion batteries, the large-scale retirement of batteries is imminent …
Frontiers in theoretical analysis of solid electrolyte interphase formation mechanism
Solid electrolyte interphase (SEI) is an ion conductive yet electron‐insulating layer on
battery electrodes, which is formed by the reductive decomposition of electrolytes during the …
battery electrodes, which is formed by the reductive decomposition of electrolytes during the …