Publications | TEED Lab

On-going

J.Kim, S.Choi, H.Seo, "Reverse demand response based power stabilization in isolated microgrid," submitted to Electrical Engineering
K.Lee, J.Kim*, Y.Yoon, Il.Lee, "Leakage detection technology in factory infrastructure based on ensemble learning algorithm " submitted to Scientific Reports
S.Heo, J.Kim*, K.Kim, "State of Health Estimation and Degradation Analysis of Lithium-Ion Battery Pack through Behavior Analysis of Electric Vehicle Driver" submitted to Journal of Energy Storage
N.Kim, J.Kim*, Y.Yoon, W.Lee, "Deep learning-based Inefficient Air Leakage Prediction in Air Compressor Systems" submitted to Measurement
J.Lim, J.Kim*, "Reinforcement Learning-Based Energy Control to Minimize Prediction Error in the Building" submitted to International Journal of Electrical Power and Energy System
D.Kim, J.Kim*, "A Remote Dental Diagnosis Model: CNN-Based Caries Detection with Grad-CAM" submitted to Scientific Reports
J.Kim, "Energy sharing in Local Sector-coupled Energy Communities : A Cooperative game model and its equilibrium analysis" to be submitted to Computers & Industrial Engineering
D.Kim, J.Kim*, N.Kim, "Improving Data Quality in Buildings through Ensemble-Based Data Imputation scheme" to be submitted to International Journal of Electrical Power and Energy Systems

Journal papers (*Asterisks denotes corresponding authors)

2025

J.Park, K.Lee, J.Kim* ,"Detailed Architectural Design of a Multi-Head Self-Attention Model for Lithium-Ion Battery Capacity Forecasting," accepted for IEEE ACCESS (Impact factor: 3.4)

2024

J.Kim, Y.Yoon, Y.Yang, H.Choi, "Robust uncertainty-aware control of energy storage systems using biased renewable energy forecast," accepted for Applied Energy (Impact factor: 11.446)
S.Choi, S.Yoon, J.Kim*, H.Seo, "Calibrating Low-Cost Insole Sensor to predict Ground Reaction Force (GRF) and Center of Pressure (CoP)," accepted for Sensors (Impact factor : 3.9)
K.Kim, J.kim*, S.Ryu, "Representative charging patterns from unstructured electric vehicle data using the DensiCluster algorithm," accepted for Sensors (Impact factor : 3.9)
J.Lee, K.Lee, J.Kim, S.Choi, "Optimal Community Energy Storage System Operation for Cost Reduction in Multi-Building Environments Using Stackelberg Game Theory," accepted for Energies (Impact factor : 3.0)

2023

Y.Heo, J.Kim*, S.Choi, "Ensemble Model based Predicting PV Generation with the Conjugation of IoT Sensor Data," Sensors (Impact factor : 3.9)
J.Kim and H.Oh, "Robust operation scheme of EV charging facility with uncertain user behavior," IEEE Transactions on Industrial Informatics (Impact factor : 12.03)

Previous works (~2022)

J.Kim, H.Oh and J.Lee, "Contract power configuration scheme considering cost effective factors in electric vehicle charging facility," Computers & Industrial Engineering, Nov, 2022 (Impact factor : 5.431)
S.Kwak, J.Lee, J.Kim* and H.Oh, “EggBlock: Design and Implementation of Solar Energy Generation and Trading Platform in Edge-based IoT Systems with Blockchain,” Sensors, Feb. 2022 (Impact factor : 3.567)
J.Kim, J. Lee, S. Park and J.Choi, “Power scheduling scheme for a charging facility considering the satisfaction of electric vehicle users,” IEEE ACCESS, Feb. 2022 (Impact factor : 3.367)
J.Park, J.Kim*, S.Lee, J.Choi, "Machine learning based photovoltaic energy prediction scheme by augmentation of on-site IoT data," Elsevier Future Generation Computer Systems, Mar. 2022 (Impact factor : 9.11)
J.Kim, H.Oh and J.Choi, "Learning based Cost Optimal Energy Management Model for Campus Microgrid Systems," Elsevier Applied Energy, Apr, 2022 (Impact factor : 10.59)
J.Kim, J.Lee, and J.Choi, "Joint Demand Response and Energy Trading for Electric Vehicles in Off-grid System: A Stackelberg Game Theoretic Model Analysis," IEEE ACCESS, 2020 (Impact factor : 3.745)
J.Kim, J.Lee, S.Park and J.Choi, "Battery Wear Model based Energy Trading in Electric Vehicles A Naive Auction Model and a Market Analysis," IEEE Transactions on Industrial Informatics, Jul. 2019 (Impact factor : 7.377)
J.Kim, H.Kim, Y.Cho and S.Ryu, “Robust Operation of Energy Storage System with Uncertain Load Profiles,” Energies, Mar. 2017 (Impact factor : 3.34)

Conference papers

J.Kim, K.Kim, J.Lee and J.Choi, "Energy operation system using uncertain electric data in Korean tariff system ," accepted for Big Data & Smart Computing (Bigcomp), 2018
J.Kim, Y.Heo, J.Lee and J.Choi, "Two stage market model in microgrid using cooperative game theory ," accepted for Global Conference on Consumer Electronics (GCCE), 2018
J. Kim, J.Han, N.Kim, M.Kim, H.Seo, J.Choi, "Analysis of power usage at household and proper energy management,"2018 International Conference on Information and Communication Technology Convergence (ICTC - IoE Data Workshop)
J.Kim et al, "Prediction of power consumption in the factory using Long Short-Term memory," accepted for 2019 International Conference on Information and Communication Technology Convergence (ICTC)
J.Kim et al, "Optimal reserve portion of energy storage system with the consideration of data uncertainty" accepted for 2019 International Conference on Information and Communication Technology Convergence (ICTC)
S.Hyeon, J.Kim, J.Han, N.Kim, J.Choi, "Building Energy Management Technology Considering Usual Power Consumption Pattern and Prediction Uncertainty". accepted for 2020 IEEE International Conference on Consumer Electronics (ICCE)
J.Kim et al, "Power management system in the microgrid with the proper electric vehicle data preprocessing" accepted for 2020 International Conference on Information and Communication Technology Convergence (ICTC)
J.Kim et al, "Seal-bid renewable energy certification trading in power system using blockchain technology" accepted for 2020 International Conference on Information and Communication Technology Convergence (ICTC)
J.Park, J.Kim*, J.Choi, "Intelligent Energy Management System to Reduce Total Electricity Charge in Consumer Perspective," accepted for 2021 IEEE International Conference on Consumer Electronics (ICCE)