[HTML][HTML] A critical review of improved deep learning methods for the remaining useful life prediction of lithium-ion batteries
As widely used for secondary energy storage, lithium-ion batteries have become the core
component of the power supply system and accurate remaining useful life prediction is the …
component of the power supply system and accurate remaining useful life prediction is the …
Future smart battery and management: Advanced sensing from external to embedded multi-dimensional measurement
Lithium-ion batteries (LIBs) has seen widespread applications in a variety of fields like the
renewable penetration, electrified transportation, and portable electronics. A reliable battery …
renewable penetration, electrified transportation, and portable electronics. A reliable battery …
An improved feedforward-long short-term memory modeling method for the whole-life-cycle state of charge prediction of lithium-ion batteries considering current …
The whole-life-cycle state of charge (SOC) prediction plays a significant role in various
applications of lithium-ion batteries, but with great difficulties due to their internal capacity …
applications of lithium-ion batteries, but with great difficulties due to their internal capacity …
[HTML][HTML] A critical review of improved deep convolutional neural network for multi-timescale state prediction of lithium-ion batteries
Lithium-ion batteries are widely used as effective energy storage and have become the main
component of power supply systems. Accurate battery state prediction is key to ensuring …
component of power supply systems. Accurate battery state prediction is key to ensuring …
State-of-health estimation of lithium-ion batteries by fusing an open circuit voltage model and incremental capacity analysis
The state of health (SOH) is a vital parameter enabling the reliability and life diagnostic of
lithium-ion batteries. A novel fusion-based SOH estimator is proposed in this study, which …
lithium-ion batteries. A novel fusion-based SOH estimator is proposed in this study, which …
Predictive battery health management with transfer learning and online model correction
Significant progress has been made in transportation electrification in recent years. As the
main energy storage device, lithium-ion batteries are one of the key components that need …
main energy storage device, lithium-ion batteries are one of the key components that need …
State of health estimation and remaining useful life assessment of lithium-ion batteries: A comparative study
Y Toughzaoui, SB Toosi, H Chaoui, H Louahlia… - Journal of Energy …, 2022 - Elsevier
Lithium-ion batteries are widely used due to their attractive features. They have emerged as
the primary storage system for electric cars, solar power, and marine vehicles …
the primary storage system for electric cars, solar power, and marine vehicles …
[HTML][HTML] A review of lithium-ion battery fire suppression
Lithium-ion batteries (LiBs) are a proven technology for energy storage systems, mobile
electronics, power tools, aerospace, automotive and maritime applications. LiBs have …
electronics, power tools, aerospace, automotive and maritime applications. LiBs have …
Lithium battery state-of-health estimation and remaining useful lifetime prediction based on non-parametric aging model and particle filter algorithm
X Li, C Yuan, Z Wang, J He, S Yu - Etransportation, 2022 - Elsevier
State of health estimation (SOH) and remaining useful lifetime (RUL) prediction are
significant health indicators for improving the safety and reliability of battery systems. Herein …
significant health indicators for improving the safety and reliability of battery systems. Herein …
Automated feature extraction and selection for data-driven models of rapid battery capacity fade and end of life
S Greenbank, D Howey - IEEE Transactions on Industrial …, 2021 - ieeexplore.ieee.org
Lithium-ion cells may experience rapid degradation in later life, especially with more
extreme usage protocols. The onset of rapid degradation is called the “knee point,” and …
extreme usage protocols. The onset of rapid degradation is called the “knee point,” and …