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Jiangwei Shen

Kunming University of Science and Technology

Kunming Yunnan China

Kunming

China

SCHOLARLY PAPERS

10

DOWNLOADS

315

TOTAL CITATIONS

0

Scholarly Papers (10)

1.

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 54 (1,031,043)

Abstract:

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

2.

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)

Abstract:

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

3.

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

Number of pages: 16 Posted: 04 Nov 2025
Ling Liu, Zhi Huang, Xing Shu and Jiangwei Shen
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Kunming University of Science and Technology
Downloads 42 (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

4.

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 39 (1,209,354)

Abstract:

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

5.

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 36 (1,263,436)

Abstract:

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

6.

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 30 (1,332,057)

Abstract:

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

7.

Study on Thermal Characteristics of Licoxniymn1-X-Yo2 - Lifepo4 Mixed Battery Pack

Number of pages: 26 Posted: 20 Nov 2024
Kunming University of Science and Technology, Kunming University of Science and Technology, Kunming University of Science and Technology, Chongqing University, Tongji University, CATARC Automotive Test Center (Tianjin), Kunming University of Science and Technology and Yunnan University
Downloads 26 (1,399,036)

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Lithium-ion batteries, dual-system mixed battery pack, thermal management system, air-cooling, structural design optimization

8.

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 18

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

9.

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 15 (1,518,554)

Abstract:

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

10.

State of Temperature Estimation for Lithium-Ion Batteries Based on Physics-Informed Neural Network

Number of pages: 21 Posted: 17 Jul 2026
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 10

Abstract:

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lithium-ion battery, state of temperature (SOT), Thermal model, Physics-Informed Neural Network (PINN), physics-constrained loss function