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aihua Tang

affiliation not provided to SSRN

SCHOLARLY PAPERS

8

DOWNLOADS

383

TOTAL CITATIONS

12

Scholarly Papers (8)

1.

Health and Lifespan Prediction Considering Degradation Patterns of Lithium-Ion Batteries Based on Transferable Attention Neural Network

Number of pages: 31 Posted: 24 Apr 2023
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Harbin Institute of Technology, Swinburne University of Technology and University of Maryland, College Park
Downloads 89 (747,569)

Abstract:

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Deep learning, SOH, RUL, Lithium-ion batteries, attention mechanism, Multi-task learning.

2.

State of Health Estimation Method for Lithium-Ion Batteries Based on Multiple Dynamic Operating Conditions

Number of pages: 31 Posted: 30 May 2023
Harbin Institute of Technology, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 86 (765,378)
Citation 10

Abstract:

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Lithium-ion batteries, SOH estimation, Fusion feature, Dynamic operating conditions, Voltage error area

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 (1,030,766)

Abstract:

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

4.

Exploiting Physics-Knowledge from Unlabeled Data to Enhance Battery Lifetime Prediction

Number of pages: 46 Posted: 22 Jul 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, Hong Kong Polytechnic University, Harbin Institute of Technology, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 40 (1,182,860)

Abstract:

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Battery degradation, Machine learning, Remaining useful lifetime, knee-point, Physics-knowledge

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 34 (1,263,026)

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 29 (1,331,595)

Abstract:

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

7.

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 (1,372,135)

Abstract:

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

8.

A Comparative Study of State of Charge Estimation Methods of Ultracapacitors for Electric Vehicles Considering Temperature Characteristics

Number of pages: 20 Posted: 08 Aug 2022
Chun Wang, Qiang Li, aihua Tang and Zhigang Zhang
Sichuan University of Science and Engineering, Sichuan University of Science and Engineering, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 26 (1,372,135)
Citation 2

Abstract:

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ultracapacitorselectric vehiclesSOC estimationtemperature-varied model