Jangkyum Kim - Publications, H-index & Citations

Jangkyum Kim

Sejong University

8H指数

40论文数

217被引数

收录论文 17

发表时间

A multi-task neural network with hybrid feature selection for predicting electric vehicle fast charging durations 一种具有混合特征选择的用于预测电动汽车快速充电时长的多任务神经网络

International Journal of Electrical Power & Energy Systems

IF5

2025-12-08

OAAI

Jae Won Jang; Gyeong Ho Lee; Jangkyum Kim; Jun Kyun Choi

Contrastive representation learning for surge prediction in air compressor systems 空气压缩机系统中的涌浪预测对比表示学习

Measurement

IF5.6

2025-10-07

PREAI

Nakyoung Kim; Jangkyum Kim; Yoon-Sik Yoo; Il-Woo Lee

Reinforcement learning-based energy management system in the complex electric tariff environment 基于强化学习的复杂电价环境下的能源管理系统

International Journal of Electrical Power & Energy Systems

IF5

2025-09-24

PREAI

Jaedong Im; Hyeonseok Seo; Jangkyum Kim; Jun Kyun Choi

CNN-based remote dental diagnosis model for caries detection with grad-CAM 基于CNN的龋齿检测远程牙科诊断模型（结合grad-CAM）

Scientific Reports

IF3.9

2025-07-22

OAAI

Donghyeok Kim; Jangkyum Kim; Seong Gon Choi

Detailed Architectural Design of a Multi-Head Self-Attention Model for Lithium-Ion Battery Capacity Forecasting

IEEE ACCESS

IF3.6

2025-01-01

OAAI

Park, Juyeon; Lee, Gyeong Ho; Kim, Jangkyum; Yoo, Yoon-Sik; Lee, Il-Woo

Data-Driven Clustering Analysis for Representative Electric Vehicle Charging Profile in South Korea

SENSORS

IF3.5

2024-10-23

OAAI

Kim, Kangsan; Kim, Geumbee; Yoo, Jiwon; Heo, Jungeun; Cho, Jaeyoung; Ryu, Seunghyoung; Kim, Jangkyum

Robust uncertainty-aware control of energy storage systems using biased renewable energy forecast 基于有偏可再生能源预测的储能系统鲁棒不确定性感知控制

APPLIED ENERGY

IF11

2024-08-01

PREAI

Kim, Jangkyum; Yoo, Yoon-Sik; Yang, Hyo Sik; Choi, Ho Seon

Two-Stage Model-Based Predicting PV Generation with the Conjugation of IoT Sensor Data

SENSORS

IF3.5

2023-11-14

OAAI

Heo, Youngju; Kim, Jangkyum; Choi, Seong Gon

Robust Operation Scheme of EV Charging Facility With Uncertain User Behavior

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2023-10-01

PREAI

Kim, Jangkyum; Oh, Hyeontaek

Data-driven cost-effective capacity provisioning scheme in electric vehicle charging facility

COMPUTERS & INDUSTRIAL ENGINEERING

IF6.5

2022-11-01

PREAI

Kim, Jangkyum; Oh, Hyeontaek; Lee, Joohyung

Machine learning based photovoltaic energy prediction scheme by augmentation of on-site IoT data

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2022-09-01

PREAI

Park, Jaeeun; Kim, Jangkyum; Lee, Sanghyun; Choi, Jun Kyun

Learning based cost optimal energy management model for campus microgrid systems

APPLIED ENERGY

IF11

2022-04-01

PREAI

Kim, Jangkyum; Oh, Hyeontaek; Choi, Jun Kyun

EggBlock: Design and Implementation of Solar Energy Generation and Trading Platform in Edge-Based IoT Systems with Blockchain

SENSORS

IF3.5

2022-03-21

OAAI

Kwak, Subin; Lee, Joohyung; Kim, Jangkyum; Oh, Hyeontaek

Power Scheduling Scheme for a Charging Facility Considering the Satisfaction of Electric Vehicle Users 考虑电动汽车用户满意度的充电设施功率调度方案

IEEE ACCESS

IF3.6

2022-01-01

OAAI

Kim, Jangkyum; Lee, Joohyung; Park, Sangdon; Choi, Jun Kyun

Joint Demand Response and Energy Trading for Electric Vehicles in Off-Grid System

IEEE ACCESS

IF3.6

2020-01-01

OAAI

Kim, Jangkyum; Lee, Joohyung; Choi, Jun Kyun

Battery-Wear-Model-Based Energy Trading in Electric Vehicles: A Naive Auction Model and a Market Analysis

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2019-07-01

PREAI

Kim, Jangkyum; Lee, Joohyung; Park, Sangdon; Choi, Jun Kyun

Robust Operation of Energy Storage System with Uncertain Load Profiles

ENERGIES

IF3.2

2017-03-23

OAAI

Kim, Jangkyum; Choi, Yohwan; Ryu, Seunghyoung; Kim, Hongseok

研究方向