Concept review of a cloud-based smart battery management system for lithium-ion batteries: Feasibility, logistics, and functionality

MK Tran, S Panchal, TD Khang, K Panchal, R Fraser… - Batteries, 2022 - mdpi.com
Energy storage plays an important role in the adoption of renewable energy to help solve
climate change problems. Lithium-ion batteries (LIBs) are an excellent solution for energy …

A review on state of health estimations and remaining useful life prognostics of lithium-ion batteries

MF Ge, Y Liu, X Jiang, J Liu - Measurement, 2021 - Elsevier
Lithium-ion batteries have been generally used in industrial applications. In order to ensure
the safety of the power system and reduce the operation cost, it is particularly important to …

Battery lifetime prognostics

X Hu, L Xu, X Lin, M Pecht - Joule, 2020 - cell.com
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 …

A data-driven approach with uncertainty quantification for predicting future capacities and remaining useful life of lithium-ion battery

K Liu, Y Shang, Q Ouyang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Predicting future capacities and remaining useful life (RUL) with uncertainty quantification is
a key but challenging issue in the applications of battery health diagnosis and management …

[HTML][HTML] An asymmetric encoder–decoder model for Zn-ion battery lifetime prediction

S Lu, Z Yin, S Liao, B Yang, S Liu, M Liu, L Yin… - Energy Reports, 2022 - Elsevier
As the battery cycles between charging and discharging, the working conditions or improper
operations such as overcharge and over discharge will aggravate the negative reaction …

Transformer network for remaining useful life prediction of lithium-ion batteries

D Chen, W Hong, X Zhou - Ieee Access, 2022 - ieeexplore.ieee.org
Accurately predicting the Remaining Useful Life (RUL) of a Li-ion battery plays an important
role in managing the health and estimating the state of a battery. With the rapid development …

State-of-charge estimation and remaining useful life prediction of supercapacitors

C Liu, Q Li, K Wang - Renewable and Sustainable Energy Reviews, 2021 - Elsevier
As a new type of energy storage device, supercapacitors are widely applied in various fields
owing to their irreplaceable extraordinary characteristics. The remaining useful life …

[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 …

A comprehensive review of available battery datasets, RUL prediction approaches, and advanced battery management

SA Hasib, S Islam, RK Chakrabortty, MJ Ryan… - Ieee …, 2021 - ieeexplore.ieee.org
Battery ensures power solutions for many necessary portable devices such as electric
vehicles, mobiles, and laptops. Owing to the rapid growth of Li-ion battery users, unwanted …

Remaining life prediction of lithium-ion batteries based on health management: A review

K Song, D Hu, Y Tong, X Yue - Journal of Energy Storage, 2023 - Elsevier
Lithium-ion battery remaining useful life (RUL) is an essential technology for battery
management, safety assurance and predictive maintenance, which has attracted the …