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Ebenezer Koukoyi

Southwest University of Science and Technology

China

  • Southwest University of Science and Technology

SCHOLARLY PAPERS

3

DOWNLOADS

76

TOTAL CITATIONS

5

Scholarly Papers (3)

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1.

Enhancing State of Charge Prediction of Lithium-Ion Batteries Through Linear Polynomial Regression – Support Vector Machine Modeling with Temperature Varying and Open Circuit Voltage Compensation

Number of pages: 23 Posted: 18 May 2025
Ebenezer Koukoyi, Shunli Wang, Xiaoxia Li, Junjie Tao, Bobobee Etse Dablu, Carlos Fernandez and Frede Blaabjerg
Southwest University of Science and Technology, Southwest University of Science and Technology, Southwest University of Science and Technology, Southwest University of Science and Technology, Inner Mongolia University of Technology, Robert Gordon University and Aalborg University
Downloads 38 (1,209,354)

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Linear Polynomial Regression, Temperature Compensation, Electrochemical Dynamics, Non-linear Regression, Support Vector Machine

2.

High Precision State of Charge Estimation of Lithium-Ion Batteries Using Improved Multi-Attention Long Short-Term Memory Extended Kalman Filtering Model

Number of pages: 24 Posted: 19 Dec 2024
Etse Dablu Bobobee, Shunli Wang, Paul Takyi-Aninakwa, Guangchen Liu and Ebenezer Koukoyi
Inner Mongolia University of Technology, Southwest University of Science and Technology, Southwest University of Science and Technology, Inner Mongolia University of Technology and Southwest University of Science and Technology
Downloads 23 (1,436,435)
Citation 5

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Lithium-ion batteries, state of charge, multi-attention, long short-term memory, extended Kalman filter, temperature compensation

3.

An improved Noise Covariance Adaptable X – Unscented Kalman Filtering algorithm for accurate state of charge estimation in lithium-ion batteries adaptive to varying temperature conditions

Number of pages: 21 Posted: 05 May 2026
Ebenezer Koukoyi, Shunli Wang, Xiaoxia Li, Junjie Tao, Carlos Fernandez and Frede Blaabjerg
Southwest University of Science and Technology, Southwest University of Science and Technology, Southwest University of Science and Technology, Southwest University of Science and Technology, Robert Gordon University and Aalborg University
Downloads 15 (1,548,648)

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State-of-charge Estimation, Lithium-ion batteries, Noise Covariance Adaptable X Unscented Kalman Filtering, Battery Management Systems