Biography

Jangkyum Kim received the B.S., and M.S. degree in the electronic engineering from Sogang University, South Korea in 2015 and 2017, respectively, and Ph.D degree in electrical engineering from the Korea Advanced Institute of Science and Technology (KAIST) in 2022. He is currently a professional manager with SK innovation, Seoul, South Korea. His current research interests include energy management, optimization, game theoretical approach in Smart grid, data pre-processing and management in Internet of things & Data market. 

Publication

     International Journals (*Asterisks denotes corresponding authors)

1. 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)

2. 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)   

3. 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)   

4. 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)

5. 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) 

6. 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)

7.  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)

8. 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)

9. J.Kim and H.Oh, "Robust operation scheme of EV charging facility with uncertain user behavior,"  accepted for   IEEE Transactions on Industrial Informatics (Impact factor : 12.03)

10. Y.Heo, J.Kim*, J.Choi "Ensemble Model based Predicting PV Generation with the Conjugation of IoT Sensor Data," to be submitted to  Computers & Industrial Engineering 

11. J.Kim "Reverse Demand response based power stabilization in isolated microgrid~~," to be submitted to  Elsevier Applied Energy

12. J.Kim "Blockchain based community energy storage operation in competitive energy market," to be submitted to  Energy Economics

13. J.Kim "Capacity configuration scheme for participating in carbon neutrality policy ~~," to be submitted to Energy Economics

14. J.Kim "Tariff prediction based on carbon credit factor analysis~~," to be submitted to  Elsevier Applied Energy

     International Conferences 

1. 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

2.  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

3.  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)

4. 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) 

5. 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) 

6. 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)

7. 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) 

8. 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) 

9. 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)

     Domestic Journals and Conferences

1. J.Kim et al, "Estimation of renewable energy generation using Long Short-Term memory," accepted for KICS, 2019

2. J.Kim et al,"Demand resource data managements and error analysis through time series forecasting method" accepted for KICS, 2019

3. J.Kim et al,"Establishment of regional edge cloud environment with optimal profit distribution" accepted for KICS, 2018

4. J.Kim et al, "Determination of driving patterns and charges of electric vehicles according to the location of charging facilities" accepted for KICS ,2018

5.  J.Kim et al, “Optimal Energy Storage System Operation under Korea commercial and industrial tariff system,” accepted for KICS, 2017 

6.  J.Kim et al, " Robust Optimization of Energy Storage System under Load Uncertainty," accepted for KICS, 2016 

7. Y.Cho,  J.Kim et al  " A study of Optimal Charging/Discharging Scheduling Considering Battery  Characteristics"  accepted for JCCI, 2015

Book 

1. 송민정, 정일영 (감수), 김장겸 (감수), "에너지 데이터 경영론," 박영사 2020.02.20

Domestic Patents

1. J.Kim, Y.Choi et al, "Apparatus and method for charge and discharge scheduling in energy storage device,"KR Application No. 1017129440000

2. J.Kim, Y.Choi et al, "Charging and discharging method of energy storage device based on uncertainty of demand load and apparatus thereof," KR Application No. 1017875380000

3.  J.Kim, Y.Choi et al, "Operating system for energy storage device based on Korean type power charges and method thereof," KR Application No. 1020509670000

4. J.Kim, S,Park, J.Lee, and J.Choi, "Real-time operation method and system of energy storage device based on reserve setting," KR Application No. 10-2019-0022990

5. J.Kim, and J.Choi, "Way to manage energy management in buildings considering indoor environment data and preference data per user," KR Application No. 10-2019-0022988

6. N.Kim, M.Kim, and J.Kim, and J.Choi, "Method and System for Power Data Outlier Detection Based on Pattern Tagging," KR Application No. 1021923380000

7. J.Kim, H.Oh, J.Han, J.Choi, “Estimation of remaining useful life of the energy storage system and the appropriate operating boundary decision algorithm,” KR Application No. 1022157030000

8. N.Kim, J.Kim, S.Park, J.Choi, “Power Consumption Estimation Algorithm Considering Users’ Usage Characteristics,” KR Application No. 10-2019-0099747

9.  J.Kim, J.Choi, “Analyzing the power system stability according to the installation of electric vehicle charging facility” on the progress 

10. J.Park, J.Kim, J.Choi, “PV power generation forecasting system using IoT devices and local weather information ” on the progress 

International Patents

1. J.Kim, S,Park, J.Lee, and J.Choi, "Real-time operation method and system of energy storage device based on reserve setting,"US Application No. 16/985,437