A sample entropy based prognostics method for lithium-ion batteries using relevance vector machine

S Jia, B Ma, W Guo, ZS Li - Journal of Manufacturing Systems, 2021 - Elsevier
Over the increasing number of charging and discharging cycling processes of lithium-ion
batteries, the aging and even failure of lithium-ion batteries may occur. If anomalies are not …

Lithium-ion Batteries Capacity Fading Prediction Based on Sample Entropy and LSTM

M Zhang, ZS Li, Z Liu - 2022 Global Reliability and Prognostics …, 2022 - ieeexplore.ieee.org
As the current renewable energy industry continues to grow, lithium batteries are essential
devices in it. So research regarding lithium battery capacity has become an important topic …

A spatio-temporal modeling approach for battery pack capacity prognostics

J Guo, Z Li - 2019 Annual Reliability and Maintainability …, 2019 - ieeexplore.ieee.org
Battery packs are often used to provide energy at required level of current and voltage, in
which cells are wired in series and parallel within a battery pack. The dependency among …

Advances in intelligent computing for diagnostics, prognostics, and system health management

C Li, J Valente de Oliveira - Journal of Intelligent & Fuzzy Systems, 2018 - sapientia.ualg.pt
This special issue of the Journal of Intelligent & 10 Fuzzy Systems on intelligent computing
for diag11 nostics, prognostics, and system health management 12 is edited from a selection …