Health prognostics for lithium-ion batteries: mechanisms, methods, and prospects

Y Che, X Hu, X Lin, J Guo, R Teodorescu - Energy & Environmental …, 2023 - pubs.rsc.org
Lithium-ion battery aging mechanism analysis and health prognostics are of great
significance for a smart battery management system to ensure safe and optimal use of the …

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 …

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 …

Data-driven health estimation and lifetime prediction of lithium-ion batteries: A review

Y Li, K Liu, AM Foley, A Zülke, M Berecibar… - … and sustainable energy …, 2019 - Elsevier
Accurate health estimation and lifetime prediction of lithium-ion batteries are crucial for
durable electric vehicles. Early detection of inadequate performance facilitates timely …

Lithium-ion battery storage for the grid—A review of stationary battery storage system design tailored for applications in modern power grids

HC Hesse, M Schimpe, D Kucevic, A Jossen - Energies, 2017 - mdpi.com
Battery energy storage systems have gained increasing interest for serving grid support in
various application tasks. In particular, systems based on lithium-ion batteries have evolved …

Online health diagnosis of lithium-ion batteries based on nonlinear autoregressive neural network

S Khaleghi, D Karimi, SH Beheshti, MS Hosen, H Behi… - Applied Energy, 2021 - Elsevier
Battery health diagnostics is extremely crucial to guaranty the availability and reliability of
the application in which they operate. Data-driven health diagnostics methods, particularly …

Capacity estimation of lithium-ion cells by combining model-based and data-driven methods based on a sequential extended Kalman filter

X Lai, W Yi, Y Cui, C Qin, X Han, T Sun, L Zhou… - Energy, 2021 - Elsevier
Estimating the capacity of lithium-ion cells employed in electric vehicles is challenging
because of the complex vehicle conditions and inconsistent cell decay. This paper proposes …

A comprehensive review of lithium ion capacitor: development, modelling, thermal management and applications

M Soltani, SH Beheshti - Journal of Energy Storage, 2021 - Elsevier
The lithium ion capacitor (LIC) is a hybrid energy storage device combining the energy
storage mechanisms of the lithium ion battery (LIB) and the electrical double-layer capacitor …

Novel thermal management system using mist cooling for lithium-ion battery packs

LH Saw, HM Poon, H San Thiam, Z Cai, WT Chong… - Applied energy, 2018 - Elsevier
Thermal management system is crucial for a Lithium-ion battery pack as cycle life, driving
range of electric vehicle, usable capacity and safety are heavily dependent on the operating …

A review on methods for state of health forecasting of lithium-ion batteries applicable in real-world operational conditions

F von Bülow, T Meisen - Journal of Energy Storage, 2023 - Elsevier
The ageing of Lithium-ion batteries can be described as change of state of health (∆ SOH). It
depends on the battery's operation during charging, discharging, and rest phases. Mapping …