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Xing Shu

affiliation not provided to SSRN

SCHOLARLY PAPERS

15

DOWNLOADS

577

TOTAL CITATIONS

0

Scholarly Papers (15)

A Multi-Fault Early Warning Method for Lithium-Ion Batteries Based on Incrementally Trained Informer Network

Number of pages: 26 Posted: 05 Jan 2026
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 49 (1,119,531)

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Fault early warning, Informer network, multi-step ahead voltage prediction, incremental training

A Multi-Fault Early Warning Method for Lithium-Ion Batteries Based on Incrementally Trained Informer Network

Number of pages: 26 Posted: 05 Jan 2026
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 45 (1,157,169)

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Fault early warning, Informer network, multi-step ahead voltage prediction, incremental training

Cell-to-Pack Transfer Learning for Battery Health Estimation Using Domain-Adversarial Parallel Networks

Number of pages: 20 Posted: 02 Oct 2025
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 49 (1,107,422)

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Battery Pack, State of Health, Cell-to-Pack Transfer, Domain Adversarial Training, Parallel LSTM-Informer

Cell-to-Pack Transfer Learning for Battery Health Estimation Using Domain-Adversarial Parallel Networks

Number of pages: 20 Posted: 23 Aug 2025
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 34 (1,296,409)

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Battery pack, State of health, Cell-to-Pack Transfer, Domain Adversarial Training, Parallel LSTM-Informer

3.

State of Health Estimation for Lithium-Ion Batteries Based on Voltage Segment and Transformer

Number of pages: 18 Posted: 02 Oct 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Kunming University of Science and Technology, affiliation not provided to SSRN, Kunming University of Science and Technology and affiliation not provided to SSRN
Downloads 53 (1,031,043)

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State of health (SOH), Lithium-ion batteries, transformer, attentional mechanisms, charging voltage segment

4.

Heterogeneous Multi-Agent Reinforcement Learning for Large-Scale Cooperative Control of Connected Vehicles and Traffic Lights in Mixed Traffic Environments

Number of pages: 35 Posted: 12 Apr 2025
Kunming University of Science and Technology, Kunming University of Science and Technology, Kunming University of Science and Technology, Kunming University of Science and Technology, Kunming University of Science and Technology, Tongji University, Kunming University of Science and Technology and affiliation not provided to SSRN
Downloads 45 (1,121,190)

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Heterogeneous multi-agent reinforcement learning (HMARL), connected and automated vehicles (CAVs), mixed traffic, potential game (PG), safety projection

5.

A Physics-Informed Learning Framework for Battery State of Health Estimation Based on Expansion Behavior and Autoformer

Number of pages: 21 Posted: 22 Dec 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, Chongqing University, Kunming University of Science and Technology, Kunming University of Science and Technology and affiliation not provided to SSRN
Downloads 44 (1,145,425)

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Lithium-ion battery, State of Health (SOH), battery expansion, Physics-informed learning, Autoformer

6.

Heterogeneous Multi-Agent Reinforcement Learning for Cooperative Control of Vehicles and Traffic Lights in Mixed Traffic Scenarios

Number of pages: 36 Posted: 06 Mar 2025
Kunming University of Science and Technology, Kunming University of Science and Technology, Kunming University of Science and Technology, Kunming University of Science and Technology, Kunming University of Science and Technology, Tongji University, Kunming University of Science and Technology and affiliation not provided to SSRN
Downloads 38 (1,209,354)

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Heterogeneous multi-agent reinforcement learning (HMARL), connected and automated vehicles (CAVs), mixed traffic, potential game (PG), safety projection.

7.

Multi-Point Temperature Estimation of Prismatic Lithium-Ion Batteries Based on ASRUKF across Wide Operating Conditions

Number of pages: 28 Posted: 07 Nov 2025
Kunming University of Science and Technology, Kunming University of Science and Technology, affiliation not provided to SSRN, Chongqing University, Kunming University of Science and Technology, Kunming University of Science and Technology and Kunming University of Science and Technology
Downloads 36 (1,249,711)

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Prismatic lithium-ion battery, multi-point temperature state, electro-thermal coupled model, adaptive square root unscented Kalman filter

8.

State of Charge Estimation for Lithium-ion Batteries Integrating Machine Learning and Filter Methods

Number of pages: 16 Posted: 04 Nov 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Kunming University of Science and Technology
Downloads 35 (1,249,711)

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Lithium-ion battery, state of charge, temporal convolutional network and gated recurrent unit, adaptive H infinity filter with forgetting factor

9.

State of Charge Estimation of Lithium-Ion Battery Based on Cross-Domain Transfer Learning

Number of pages: 18 Posted: 30 Dec 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, China North Vehicle Research Institute, Kunming University of Science and Technology, Kunming University of Science and Technology, Chongqing University, affiliation not provided to SSRN and Kunming University of Science and Technology
Downloads 35 (1,263,436)

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Lithium-ion battery, State of Charge (SOC), square root cubature Kalman filter, Transfer Learning, temporal convolutional neural network

10.

Multi-Point Temperature Estimation of Prismatic Lithium-Ion Batteries Based on ASRUKF across Wide Operating Conditions

Number of pages: 28 Posted: 07 Oct 2025
Kunming University of Science and Technology, Kunming University of Science and Technology, affiliation not provided to SSRN, Chongqing University, Kunming University of Science and Technology, Kunming University of Science and Technology and Kunming University of Science and Technology
Downloads 30 (1,332,057)

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Prismatic lithium-ion battery, multi-point temperature state, electro-thermal coupled model, adaptive square root unscented Kalman filter

11.

State of Health Estimation for Lithium-Ion Batteries Based on Segment Voltage and Transformer

Number of pages: 18 Posted: 24 Jun 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Kunming University of Science and Technology, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 29 (1,332,057)

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state of health, Lithium-ion batteries, Transformer, attentional mechanisms, charging voltage segment

12.

Capacity Estimation of Lithium-Ion Batteries for Real-Word Electric Vehicles Based on Multi-Machine Learning Fusion

Number of pages: 21 Posted: 01 Apr 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, China North Vehicle Research Institute, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 26 (1,372,601)

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Capacity estimation, Lithium-ion battery, real-world electric vehicle, convolutional neural networks-gate recurrent unit, Gaussian process regression

13.

State of Health Estimation for Lithium-Ion Battery Packs Based on Domain Adversarial Transfer Learning with Parallel Spatiotemporal Network

Number of pages: 20 Posted: 19 May 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, China North Vehicle Research Institute, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 15 (1,509,872)

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State of health, Lithium-ion Battery Pack, Domain Adversarial Transfer Learning, Parallel Network, Long Short-Term Memory-Informer

14.

Branch Current and State of Charge Co-estimation for Inconsistent Parallel Lithium-Ion Battery Pack

Number of pages: 23 Posted: 24 Feb 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Kunming University of Science and Technology, Kunming University of Science and Technology and affiliation not provided to SSRN
Downloads 13 (1,518,554)

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State of charge, parallel battery current, total least squares, Sage-Husa adaptive filtering, square root cubature Kalman filter

15.

State of Charge Estimation for Lithium-Ion Batteries Based on Adaptive Electrochemical-Circuit Model Fusion and Residual Compensation

Number of pages: 24 Posted: 19 Jun 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Kunming University of Science and Technology, Kunming University of Science and Technology and affiliation not provided to SSRN
Downloads 1

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State of Charge, total least squares, square root cubature Kalman filter, random Fourier feature Gaussian process, model fusion