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Charging control strategies for lithium‐ion battery packs: Review …
The simple CC-CV charging algorithm is widely implemented for many types of electrochemical batteries, including the lithium-ion batteries [34, 42, 43]. In the CC-CV …
A module-level charging optimization method of lithium-ion battery …
In this study, a battery thermal model at the module level considering temperature gradient effect of liquid cooling is introduced for lithium-ion batteries. Several heat …
Lithium-ion battery charging optimization based on electrical, …
Zhu et al. (2020) found that using a pulsed current approach for charging and discharging batteries can significantly improve battery performance, while increasing the …
A module-level charging optimization method of lithium-ion battery …
A module-level charging optimization method of lithium-ion battery considering temperature gradient effect of liquid cooling and charging time. ... Among the metaheuristic …
Enhanced SOC estimation of lithium ion batteries with RealTime …
The utilization of the DAQ module facilitated the extraction of real-time data from a battery-EV across diverse scenarios. ... M. A. et al. Data-driven state of charge estimation of …
(PDF) A Novel Optimal Charging Algorithm for …
This paper describes an approach to determine a fast-charging profile for a lithium-ion battery by utilising a simplified single-particle electrochemical model and direct collocation methods for ...
Research on overcharge thermal runaway behavior analysis and …
During the charging process, lithium-ion batteries may experience thermal runaway due to the failure of overcharging protection mechanisms, posing a significant fire …
Prediction model of thermal behavior of lithium battery module …
In order to achieve accurate thermal prediction of lithium battery module at high charge and discharge rates, ... These algorithms can be categorized into three main …
Screening and Echelon Utilization of Lithium-ion Power Batteries …
However, the inadequacies of existing solutions have hindered the widespread adoption of echelon utilization. Hence, two optimized features are determined as the screening …
Thermal Runaway Warning of Lithium Battery Based on …
Characteristic gas detection can be an efficient way to predict the degree of thermal runaway of a lithium battery. In this work, a sensor array consisting of three …
Parameters Identification for Lithium-Ion Battery Models Using …
This paper proposes a comprehensive framework using the Levenberg–Marquardt algorithm (LMA) for validating and identifying lithium-ion battery model …
Research on the impact of lithium battery ageing cycles on a data ...
Therefore, to solve this issue, the battery''s life cycle module is usually added to the CM. In this paper, we also develop a LSTM neural network model with an MLP layer to …
A module-level charging optimization method of lithium-ion …
In this study, a battery thermal model at the module level considering …
A Novel State of Charge Estimation Algorithm for Lithium-Ion Battery …
Accurate estimation of state of charge (SOC) is essential for the applications of lithium-ion battery. Although many machine learning based SOC estimation algorithms have …
Algorithm-driven optimization of lithium-ion battery thermal …
For battery module/pack level simulation, a simple and accurate battery heat generation estimation is urgently required. This paper investigates the optimization of thermal …
Algorithm-driven optimization of lithium-ion battery thermal …
The spatial structure of the battery module and the flow direction of the coolant cause temperature non-uniformity among cells in the battery module. The effect of coolant flow …
SOC and SOH Prediction of Lithium‐Ion Batteries Based on …
This study proposes an efficient algorithm for predicting the state of charge (SOC) and state of health (SOH) of lithium batteries by organically integrating long short-term …
Algorithm-driven optimization of lithium-ion battery thermal …
For battery module/pack level simulation, a simple and accurate battery heat generation estimation is urgently required. ... Algorithm-driven optimization of lithium-ion …
Comparative Analysis of Computational Times of Lithium-Ion Battery …
5 · With the global rise in consumer electronics, electric vehicles, and renewable energy, the demand for lithium-ion batteries (LIBs) is expected to grow. LIBs present a significant …
Electro-thermal model for lithium-ion battery simulations
With the extensive application of lithium batteries and the continuous improvements in battery management systems and other related technologies, the …