Jangkyum Kim

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 18

Top Topics

Energy Management

Recurrent Neural Networks

Power Consumption

Data Preprocessing

Top Venues

IEEE Trans. Ind. Informatics

Publications

Ho Seon Choi, Seokjin Yoon, Jangkyum Kim, Hyeonseok Seo, Jun Kyun Choi
Calibrating Low-Cost Smart Insole Sensors with Recurrent Neural Networks for Accurate Prediction of Center of Pressure. Sensors 24 (15) (2024)
Youngju Heo, Jangkyum Kim, Seong Gon Choi
Two-Stage Model-Based Predicting PV Generation with the Conjugation of IoT Sensor Data. Sensors 23 (22) (2023)
Jangkyum Kim, Hyeontaek Oh
Robust Operation Scheme of EV Charging Facility With Uncertain User Behavior. IEEE Trans. Ind. Informatics 19 (10) (2023)
Jangkyum Kim, Hyeontaek Oh, Joohyung Lee
Data-driven cost-effective capacity provisioning scheme in electric vehicle charging facility. Comput. Ind. Eng. 173 (2022)
Subin Kwak, Joohyung Lee, Jangkyum Kim, Hyeontaek Oh
EggBlock: Design and Implementation of Solar Energy Generation and Trading Platform in Edge-Based IoT Systems with Blockchain. Sensors 22 (6) (2022)
Jangkyum Kim, Joohyung Lee, Sangdon Park, Jun Kyun Choi
Power Scheduling Scheme for a Charging Facility Considering the Satisfaction of Electric Vehicle Users. IEEE Access 10 (2022)
Jaeeun Park, Jangkyum Kim, Sanghyun Lee, Jun Kyun Choi
Machine learning based photovoltaic energy prediction scheme by augmentation of on-site IoT data. Future Gener. Comput. Syst. 134 (2022)
Jaeeun Park, Jangkyum Kim, Jun Kyun Choi
Intelligent Energy Management System to Reduce Total Electricity Charge in Consumer Perspective. ICCE (2021)
Jangkyum Kim, Joohyung Lee, Jun Kyun Choi
Joint Demand Response and Energy Trading for Electric Vehicles in Off-Grid System. IEEE Access 8 (2020)
Jangkyum Kim, Nakyoung Kim, Jaeseob Han, Hyeonseok Seo, Jun Kyun Choi
Power management system in the microgrid with the proper electric vehicle data preprocessing. ICTC (2020)
Hyeonseok Seo, Jangkyum Kim, Nakyoung Kim, Jaeseob Han, Jun Kyun Choi
Building Energy Management Technology Considering Usual Power Consumption Pattern and Prediction Uncertainty. ICCE (2020)
Jangkyum Kim, Hyunseo Park, Gyeong Ho Lee, Jun Kyun Choi, Youngjoo Heo
Seal-bid renewable energy certification trading in power system using blockchain technology. ICTC (2020)
Jangkyum Kim, Joohyung Lee, Sangdon Park, Jun Kyun Choi
Battery-Wear-Model-Based Energy Trading in Electric Vehicles: A Naive Auction Model and a Market Analysis. IEEE Trans. Ind. Informatics 15 (7) (2019)
Jangkyum Kim, Jaeseob Han, Jun Kyun Choi, Kyuntae Kim, Kangsan Kim
Optimal reserve portion of energy storage system with the consideration of data uncertainty. ICTC (2019)
Jangkyum Kim, Jun Kyun Choi, Youngjoo Heo, Hyunseok Seo, Jaeseob Han
Prediction of power consumption in the factory using long-short term memory. ICTC (2019)
Jangkyum Kim, Jaeseob Han, Nakyoung Kim, Minkyung Kim, Jun Kyun Choi
Analysis of power usage at household and proper energy management. ICTC (2018)
Jangkyum Kim, Youngjoo Heo, Gyeong Ho Lee, Joohyung Lee, Hyeontaek Oh, Jun Kyun Choi
Two stage market model in microgrid using cooperative game theory. GCCE (2018)
Jangkyum Kim, Nakyung Kim, Kangsan Kim, Jaeseob Han, Joohyung Lee, Jun Kyun Choi
Energy Operation System Using Uncertain Electric Data in Korean Tariff System. BigComp (2018)