발행물

전체 논문

78

21

Accurate remaining useful life estimation of lithium-ion batteries in electric vehicles based on a measurable feature-based approach with explainable AI
변영철, 사디카
JOURNAL OF SUPERCOMPUTING, 2024

22

Efficient state of charge estimation in electric vehicles batteries based on the extra tree regressor: A data-driven approach
변영철, 사디카
HELIYON, 2024

23

Toward Improving Breast Cancer Classification Using an Adaptive Voting Ensemble Learning Algorithm
변영철, 암린
IEEE ACCESS, 2024

24

A novel framework for photovoltaic energy optimization based on supply-demand constraints
변영철, Yaoqiang, 박윤철, Imran, Nan, Dag
FRONTIERS IN ENERGY RESEARCH, 2023

25

A Novel Approach for Predicting Remaining Useful Life and Capacity Fade in Lithium-Ion Batteries Using Hybrid Machine Learning
변영철, 사디카, 고석준
IEEE ACCESS, 2023

26

A CNN-GRU Approach to the Accurate Prediction of Batteries’ Remaining Useful Life from Charging Profiles
변영철, 사디카
Computers, 2023

27

Design-based system performance assessment of a combined power and freshwater cogeneration system
Elfizon, Jose, Abdeljelil, Ibrahim, Muhsin, Patricio, Reza, Imran, Dag, 변영철
FRONTIERS IN ENERGY RESEARCH, 2023

28

Analyzing Factors Affecting Micro-Mobility and Predicting Micro-Mobility Demand Using Ensemble Voting Regressor
변영철, 고지영
ELECTRONICS, 2023

29

Highly imbalanced fault classification of wind turbines using data resampling and hybrid ensemble method approach
변영철, 수바지
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2023

30

Design and performance evaluation of a novel metamaterial broadband THz filter for 6G applications
변영철, Ayman, Nasr, Osama, Khaled, Imran, Madsen5
FRONTIERS IN MATERIALS, 2023