A review on thermal runaway warning technology for lithium-ion batteries
D Hu, S Huang, Z Wen, X Gu, J Lu - Renewable and Sustainable Energy …, 2024 - Elsevier
Lithium-ion batteries occupy a place in the field of transportation and energy storage due to
their high-capacity density and environmental friendliness. However, thermal runaway …
their high-capacity density and environmental friendliness. However, thermal runaway …
Data-driven lithium-ion batteries capacity estimation based on deep transfer learning using partial segment of charging/discharging data
Accurate estimation of lithium-ion battery capacity is crucial for ensuring its safety and
reliability. While data-driven modelling is a common approach for capacity estimation …
reliability. While data-driven modelling is a common approach for capacity estimation …
[HTML][HTML] Battery SOH estimation method based on gradual decreasing current, double correlation analysis and GRU
C Zhang, L Luo, Z Yang, S Zhao, Y He, X Wang… - Green Energy and …, 2023 - Elsevier
In intelligent lithium-ion battery management, the state of health (SOH) of battery is essential
for the batteries' running in electric vehicles. Popularly, the battery SOH is estimated by …
for the batteries' running in electric vehicles. Popularly, the battery SOH is estimated by …
State of health estimation of lithium-ion batteries based on modified flower pollination algorithm-temporal convolutional network
Lithium-ion batteries (LIBs) need to maintain high energy efficiency and power level in
several application scenario. Accurate state of health (SOH) forecast is essential for …
several application scenario. Accurate state of health (SOH) forecast is essential for …
State of health estimation of lithium-ion batteries based on multi-health features extraction and improved long short-term memory neural network
Accurate state of health estimation of lithium-ion batteries is essential to enhance the
reliability and safety of a battery system. However, the estimation accuracy based on a data …
reliability and safety of a battery system. However, the estimation accuracy based on a data …
Lithium battery prognostics and health management for electric vehicle application–A perspective review
Lithium-ion batteries exhibit a dynamic electrochemical system that experiences challenges
such as aging and degradation over time. The challenges vary under operational and …
such as aging and degradation over time. The challenges vary under operational and …
State of health estimation of lithium-ion battery with automatic feature extraction and self-attention learning mechanism
Accurate state of health (SOH) estimation is significantly important to ensure the safe and
reliable operation of lithium-ion battery. Most existing data-driven estimation methods are …
reliable operation of lithium-ion battery. Most existing data-driven estimation methods are …
Voltage profile reconstruction and state of health estimation for lithium-ion batteries under dynamic working conditions
The state of health (SOH) of batteries is an important but unmeasurable parameter closely
related to battery safety and durability. However, most existing SOH estimation strategies …
related to battery safety and durability. However, most existing SOH estimation strategies …
Comparative analysis for commercial li-ion batteries degradation using the distribution of relaxation time method based on electrochemical impedance spectroscopy
R He, Y He, W **e, B Guo, S Yang - Energy, 2023 - Elsevier
As a non-destructive method for characterizing battery dynamic behavior, electrochemical
impedance spectroscopy (EIS) is becoming increasingly important to analyze electrode …
impedance spectroscopy (EIS) is becoming increasingly important to analyze electrode …
State of health estimation for lithium-ion batteries based on two-stage features extraction and gradient boosting decision tree
R Pan, T Liu, W Huang, Y Wang, D Yang, J Chen - Energy, 2023 - Elsevier
To ensure the stable, reliable, and safe operation of lithium-ion batteries, the state of health
(SOH) serves as a crucial basis for battery safety monitoring and operational maintenance …
(SOH) serves as a crucial basis for battery safety monitoring and operational maintenance …