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[HTML][HTML] The development of machine learning-based remaining useful life prediction for lithium-ion batteries
X Li, D Yu, VS Byg, SD Ioan - Journal of Energy Chemistry, 2023 - Elsevier
Lithium-ion batteries are the most widely used energy storage devices, for which the
accurate prediction of the remaining useful life (RUL) is crucial to their reliable operation and …
accurate prediction of the remaining useful life (RUL) is crucial to their reliable operation and …
Towards machine-learning driven prognostics and health management of Li-ion batteries. A comprehensive review
Prognostics and health management (PHM) has emerged as a vital research discipline for
optimizing the maintenance of operating systems by detecting health degradation and …
optimizing the maintenance of operating systems by detecting health degradation and …
Develo** an online data-driven approach for prognostics and health management of lithium-ion batteries
Lithium-ion batteries have achieved dominance in energy storage systems. Meanwhile,
there is a demand for the reliability of lithium-ion batteries. Battery prognostics and health …
there is a demand for the reliability of lithium-ion batteries. Battery prognostics and health …
A review on thermal behaviors and thermal management systems for supercapacitors
As a representative electrochemical energy storage device, supercapacitors (SCs) feature
higher energy density than traditional capacitors and better power density and cycle life …
higher energy density than traditional capacitors and better power density and cycle life …
Equivalent circuit model for high-power lithium-ion batteries under high current rates, wide temperature range, and various state of charges
The most employed technique to mimic the behavior of lithium-ion cells to monitor and
control them is the equivalent circuit model (ECM). This modeling tool should be precise …
control them is the equivalent circuit model (ECM). This modeling tool should be precise …
[HTML][HTML] Comprehensive passive thermal management systems for electric vehicles
Lithium-ion (Li-ion) batteries have emerged as a promising energy source for electric vehicle
(EV) applications owing to the solution offered by their high power, high specific energy, no …
(EV) applications owing to the solution offered by their high power, high specific energy, no …
[HTML][HTML] Advanced hybrid thermal management system for LTO battery module under fast charging
Nowadays, the use of electric vehicles (EVs) equipped with lithium-ion (Li-ion) batteries, has
been growing every day. Li-ion batteries' performance, effectiveness, and safety importantly …
been growing every day. Li-ion batteries' performance, effectiveness, and safety importantly …
A hybrid thermal management system for high power lithium-ion capacitors combining heat pipe with phase change materials
Lithium-ion capacitor (LiC) technology is an energy storage system (ESS) that combines the
working mechanism of electric double-layer capacitors (EDLC) and lithium-ion batteries …
working mechanism of electric double-layer capacitors (EDLC) and lithium-ion batteries …
A comprehensive coupled 0D-ECM to 3D-CFD thermal model for heat pipe assisted-air cooling thermal management system under fast charge and discharge
Prediction of electrical and thermal behavior of lithium-ion capacitor (LiC) technology as an
asymmetric technology is feasible by designing a precise model. Such a model should …
asymmetric technology is feasible by designing a precise model. Such a model should …
[HTML][HTML] A comprehensive review of lithium-ion capacitor technology: Theory, development, modeling, thermal management systems, and applications
This review paper aims to provide the background and literature review of a hybrid energy
storage system (ESS) called a lithium-ion capacitor (LiC). Since the LiC structure is formed …
storage system (ESS) called a lithium-ion capacitor (LiC). Since the LiC structure is formed …