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Xunquan Hu

Changan University

SCHOLARLY PAPERS

3

DOWNLOADS

102

TOTAL CITATIONS

6

Scholarly Papers (3)

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1.

State-of-Health Estimation of Lithium-Ion Batteries Using a Gramian Angle Field and Improved Cnn-Lstm Model

Number of pages: 42 Posted: 26 Oct 2024
yang Zhao, Limin Geng, Xunquan Hu, Wenbo Zhang, Zeyu Du, Shiyu Shan and Xiaolong Wei
affiliation not provided to SSRN, Changan University, Changan University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 63 (951,658)
Citation 6

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Lithium-ion batteries, State-of-health, Gramian angular field, Fusion network, CNN-LSTM

2.

一种基于格拉米安角场和深度学习模型的锂离子电池健康状态预测新方法

Number of pages: 46 Posted: 21 Jun 2024
yang zhao, Limin Geng, Xunquan Hu, Chunling Wu, Zeyu Du, Shiyu Shan and Xiaolong Wei
affiliation not provided to SSRN, Changan University, Changan University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 23 (1,411,822)

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Lithium-ion batteries, State-of-health, Long short-term memory, Gramian angular field, Convolutional neural networks

3.

Ultrasonic feature-driven interpretable state-of-health estimation for lithium-ion batteries using a hybrid attention-enhanced learning framework

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Ultrasonic feature-driven interpretable state-of-health estimation for lithium-ion batteries using a hybrid attention-enhanced learning framework

Number of pages: 23 Posted: 13 Jun 2026
JUNHAO SHU, Limin Geng, HAOYUAN JI, HAO HUANG and Xunquan Hu
Changan University, Changan University, Changan University, Changan University and Changan University
Downloads 10

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State-of-health estimation, Ultrasonic feature, Improved sparrow search algorithm, SHapley Additive exPlanations

Ultrasonic feature-driven interpretable state-of-health estimation for lithium-ion batteries using a hybrid attention-enhanced learning framework

Number of pages: 24 Posted: 24 Jun 2026
JUNHAO SHU, Limin Geng, HAOYUAN JI, HAO HUANG and Xunquan Hu
Changan University, Changan University, Changan University, Changan University and Changan University
Downloads 6

Abstract:

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State-of-health estimation, Ultrasonic feature, Improved sparrow search algorithm, SHapley Additive exPlanations