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Lithium-Ion Battery Health State Estimation Based on Feature Reconstruction and Optimized Least Squares Support Vector Machine
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: The state of health (SOH) of a battery is the main indicator of battery life. In order to improve the SOH estimation accuracy, a model framework for lithium-ion battery health state estimation with feature reconstruction ...
Supercapacitor Voltage Doubling Equalization Method Based on Adaptive Grouping
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: In order to improve the inconsistency of lithium-ion battery packs, an adaptive grouping supercapacitor voltage-doubling equalization circuit is proposed on the basis of capacitor equalization circuits, which combines ...
Balancing Method of Retired Battery Pack Based on Variable Domain Fuzzy Control
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: For the problem of the performance gap between individual cells in retired lithium batteries after group use, which affects the usable capacity of the battery pack, a grouping bidirectional equalization method based on ...
Balancing Method of Retired Battery Pack Based on Variable Domain Fuzzy Control
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: For the problem of the performance gap between individual cells in retired lithium batteries after group use, which affects the usable capacity of the battery pack, a grouping bidirectional equalization method based on ...
State of Health Estimation Method for Lithium-Ion Batteries Based on Multifeature Fusion and BO-BiGRU Model
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: The state of health (SOH) of lithium-ion batteries is a crucial parameter for assessing battery degradation. The aim of this study is to solve the problems of single extraction of health features (HFs) and redundancy of ...
Research on State of Health Estimation of Lithium Batteries Based on Electrochemical Impedance Spectroscopy and CNN-VIT Models
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: With the development of electric vehicles, the demand for lithium-ion batteries has been increasing annually. Accurately estimating the state of health (SOH) of lithium-ion batteries is crucial for their efficient and ...
Research on Two-Level Equalization Strategy of Lithium-Ion Battery Based on Graph Theory
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: To solve the problem of inconsistency in the use of series-connected lithium-ion battery packs, this paper proposed a topological structure of dual-layer equalization based on a flying capacitor circuit and Cuk circuit, ...