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Kwangrae Kim
Kwangrae Kim
Verified email at postech.ac.kr
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Data-efficient parameter identification of electrochemical lithium-ion battery model using deep Bayesian harmony search
M Kim, H Chun, J Kim, K Kim, J Yu, T Kim, S Han
Applied Energy 254, 113644, 2019
1232019
Estimation of Li-ion battery state of health based on multilayer perceptron: As an EV application
J Kim, J Yu, M Kim, K Kim, S Han
IFAC-PapersOnLine 51 (28), 392-397, 2018
662018
Data-driven state of health estimation of li-ion batteries with RPT-reduced experimental data
J Kim, H Chun, M Kim, J Yu, K Kim, T Kim, S Han
Ieee Access 7, 106987-106997, 2019
592019
Adaptive exploration harmony search for effective parameter estimation in an electrochemical lithium-ion battery model
H Chun, M Kim, J Kim, K Kim, J Yu, T Kim, S Han
IEEE Access 7, 131501-131511, 2019
442019
State of charge estimation for lithium ion battery based on reinforcement learning
M Kim, K Kim, J Kim, J Yu, S Han
IFAC-PapersOnLine 51 (28), 404-408, 2018
312018
Reliable online parameter identification of li-ion batteries in battery management systems using the condition number of the error covariance matrix
M Kim, K Kim, S Han
IEEE Access 8, 189106-189114, 2020
302020
Frequency/voltage regulation with STATCOM with battery in high voltage transmission system
J Park, J Yu, J Kim, M Kim, K Kim, S Han
IFAC-PapersOnLine 49 (27), 296-300, 2016
92016
GK curve-based knee point prediction method for Li-ion batteries
K Kim, M Kim, H Churr, G Lee, S Han
2021 21st International Conference on Control, Automation and Systems (ICCAS …, 2021
82021
Electrochemical–mechanical coupled model for computationally efficient prediction of long-term capacity fade of lithium-ion batteries
K Kim, G Lee, H Chun, J Baek, H Pyeon, M Kim, S Han
Journal of Energy Storage 86, 111224, 2024
62024
Low computational cost method for online parameter identification of Li-ion battery in battery management systems using matrix condition number
M Kim, K Kim, S Han
arXiv preprint arXiv:1912.02600, 2019
12019
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