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Lei Zhao

Tongji University

1239 Siping Road

Shanghai, 200092

China

  • Tongji University

SCHOLARLY PAPERS

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Scholarly Papers (1)

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Active-Learning-Driven Error Control for Data-Driven State of Charge Estimation Across the Lithium Battery Lifecycle

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Active-Learning-Driven Error Control for Data-Driven State of Charge Estimation Across the Lithium Battery Lifecycle

Number of pages: 44 Posted: 27 Feb 2025
Jinwei Xue, Xuzhi Du, Lei Zhao, Zhigang Yang, Chao Xia, Yuan Ma, Muhammad Jahidul Hoque, Wuchen Fu, Xiao Yan and Nenad Miljkovic
Tongji University, University of Illinois at Urbana-Champaign, Tongji University, Tongji University, Chalmers University of Technology, Hong Kong Polytechnic University, University of Illinois at Urbana-Champaign - Department of Mechanical Science and Engineering, University of Illinois at Urbana-Champaign, Chongqing University and University of Illinois at Urbana-Champaign - Department of Mechanical Science and Engineering
Downloads 42 (1,183,247)

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Lithium-ion battery, state of charge (SOC), battery aging, data-driven SOC estimation, deep learning, active learning, closed-loop correction

Active-Learning-Driven Error Control for Data-Driven State of Charge Estimation Across the Lithium Battery Lifecycle

Number of pages: 42 Posted: 01 Oct 2024
Jinwei Xue, Xuzhi Du, Lei Zhao, Zhigang Yang, Chao Xia, Yuan Ma, Muhammad Jahidul Hoque, Wuchen Fu, Xiao Yan and Nenad Miljkovic
Tongji University, University of Illinois at Urbana-Champaign, Tongji University, Tongji University, Chalmers University of Technology, Hong Kong Polytechnic University, University of Illinois at Urbana-Champaign - Department of Mechanical Science and Engineering, University of Illinois at Urbana-Champaign, Chongqing University and University of Illinois at Urbana-Champaign - Department of Mechanical Science and Engineering
Downloads 40 (1,224,220)

Abstract:

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Lithium-ion battery, State of Charge (SoC), battery aging, Deep Learning, Active Learning, closed-loop correction