default author photo

Qi Chuang

affiliation not provided to SSRN

SCHOLARLY PAPERS

3

DOWNLOADS

123

TOTAL CITATIONS

0

Scholarly Papers (3)

1.

An Electrical-Thermal Coupling Equivalent Circuit Model for Lithium-Ion Battery Based on Multiple Operating Conditions Test Data and Adaptive Algorithm

Number of pages: 47 Posted: 30 Jun 2023
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 63 (933,592)

Abstract:

Loading...

lithium-ion battery, Electrical-thermal coupling model, Second order R-C model, Parameter identification, Adaptive Algorithm

2.

Battery Health Prediction Using a Physics-Informed Hybrid Model with Gradient Boosting and Temporal Convolution

Number of pages: 19 Posted: 01 Apr 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Shenzhen Polytechnic University
Downloads 33 (1,304,549)

Abstract:

Loading...

State of Health (SOH), Extreme Gradient Boosting (XGBoost), Physics-informed machine learning, Residual compensation, Gated Temporal Convolutional Network (Gated-TCN)

3.

A Physics-Informed Dual-Stream Framework with Adaptive Cross-Modal Attention for Lithium-Ion Battery State of Health Estimation

Number of pages: 22 Posted: 02 Apr 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Shenzhen Polytechnic University
Downloads 27 (1,372,601)

Abstract:

Loading...

Lithium-ion Battery, Physics-Informed Dual-Stream Network, Adaptive cross-modal attention-driven, Contrast adjustment factor, Exponential dilation mechanism