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Modeling and State Estimation of Automotive Lithium-Ion Batteries

Modeling and State Estimation of Automotive Lithium-Ion Batteries

Hardcover

Technology & EngineeringChemistryGeneral Science

ISBN10: 1032777915
ISBN13: 9781032777917
Publisher: CRC Press
Published: Jul 16 2024
Pages: 134
Weight: 0.84
Height: 0.38 Width: 6.14 Depth: 9.21
Language: English

This book aims to evaluate and improve the state of charge (SOC) and state of health (SOH) of automotive lithium-ion batteries.

The authors first introduce the basic working principle and dynamic test characteristics of lithium-ion batteries. They present the dynamic transfer model, compare it with the traditional second-order reserve capacity (RC) model, and demonstrate the advantages of the proposed new model. In addition, they propose the chaotic firefly optimization algorithm and demonstrate its effectiveness in improving the accuracy of SOC and SOH estimation through theoretical and experimental analysis.

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