Sanguk Kwon

Principle component analysis-based optimized feature extraction merged with nonlinear regression model for improved state-of-health prediction

Pyeong‐Yeon Lee, Sanguk Kwon, Deokhun Kang et al. · Journal of Energy Storage · 2022 · 27 citations

Improved State-of-health Prediction, Engineering, Machine Learning +12

Joint state-of-health and remaining-useful-life prediction based on multi-level long short-term memory model prognostic framework considering cell voltage inconsistency reflected health indicators

Sanguk Kwon, Dong‐Ho Han, Jinhyeong Park et al. · Journal of Energy Storage · 2022 · 25 citations

Health Indicators, Reliability Engineering, Health Informatics +12

Regional resistance-based spatial thermal model for checking non-uniformed temperature distribution and evolution of pouch type lithium-ion batteries

Taewoo Kang, Pyeong‐Yeon Lee, Sanguk Kwon et al. · Applied Thermal Engineering · 2021 · 16 citations

Non-uniformed Temperature Distribution, Electrical Engineering, Engineering +10

Electrochemical impedance spectroscopy image transformation-based convolutional neural network for diagnosis of external environment classification affecting abnormal aging of Li-ion batteries

Dong‐Ho Han, Sanguk Kwon, Mi-Young Lee et al. · Applied Energy · 2023 · 16 citations

Electric Battery, Electrical Engineering, Engineering +8

Deriving the optimized battery model for battery pack and anomaly detection based on the cloud battery management system

Dongjae Lee, Pyeong‐Yeon Lee, Insu Baek et al. · Journal of Energy Storage · 2023 · 10 citations