Hyung Joon Kim

Chungnam National University — South Korea

Engineering · Physical Sciences

10h-index410citations47works6.92yr avg
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Research Topics

Smart Grid Energy Management(13), Energy Load and Power Forecasting(6), Microgrid Control and Optimization(5), Energy Efficiency and Management(5), Building Energy and Comfort Optimization(4)

Publications47 total

Real-Time Price Forecasting Combined Deep Reinforcement Learning for Predictive Home Energy Management System
IEEE Internet of Things Journal·2025
Global-local attention-enabled multiple decoder Transformer for multi-energy load forecasting in user-level integrated energy system
Applied Energy·2025· 6 cited
Optimization of Centralized-Distributed cooperative heat pump systems for Performance, Costs, and environmental benefits in electrified buildings
Applied Thermal Engineering·2025· 4 citedOpen Access
Deep reinforcement learning-based residential building energy management incorporating power-to-heat technology for building electrification
Energy·2025· 4 cited
Data-Driven Virtual Power Plant Bidding Strategy in Electricity Markets Integrating Hybrid Forecasting Model and Customized Incentive Demand Response
IEEE Internet of Things Journal·2025· 10 cited
Optimization of Centralized-Distributed Cooperative Heat Pump Systems for Performance, Costs, and Environmental Benefits in Electrified Buildings
SSRN Electronic Journal·2025Open Access
Capacity Fragility of Screw Connections installed in Cold-Formed Steel Partition Walls
International Journal of Steel Structures·2024
An Unsupervised Data-Mining and Generative-Based Multiple Missing Data Imputation Network for Energy Dataset
IEEE Transactions on Industrial Informatics·2024· 6 cited
New Customized Bidirectional Real-Time Pricing Mechanism for Demand Response in Predictive Home Energy Management System
IEEE Internet of Things Journal·2024· 11 cited
Spatial-Temporal Graph Convolutional-Based Recurrent Network for Electric Vehicle Charging Stations Demand Forecasting in Energy Market
IEEE Transactions on Smart Grid·2024· 28 cited
Experimental Study on Hydrodynamic Characteristics of Dam Break Flow for Estimation of Green Water Loading
Journal of the Society of Naval Architects of Korea·2023
Two-Level Optimal Bidding Strategy for Load Aggregator Based on a Data-Driven Approach Combined With LSTM-Based Forecasting and Agent-Based Models
IEEE Access·2023· 2 citedOpen Access
Experimental Study on Flow Kinematics and Pressure Characteristics of Dam Break Flow
SSRN Electronic Journal·2023Open Access
Correction: Lee et al. Optimal Operation Scheduling Considering Cycle Aging of Battery Energy Storage Systems on Stochastic Unit Commitments in Microgrids. Energies 2021, 14, 470
Energies·2022· 2 citedOpen Access
A Multi-Agent Based Optimization Model for Microgrid Operation with Hybrid Method Using Game Theory Strategy
Energies·2021· 24 citedOpen Access
Optimal Operation Scheduling Considering Cycle Aging of Battery Energy Storage Systems on Stochastic Unit Commitments in Microgrids
Energies·2021· 27 citedOpen Access
Data-Driven Bidding Strategy for DER Aggregator Based on Gated Recurrent Unit–Enhanced Learning Particle Swarm Optimization
IEEE Access·2021· 14 citedOpen Access
Multi-Objective Based Optimal Energy Management of Grid-Connected Microgrid Considering Advanced Demand Response
Energies·2019· 28 citedOpen Access
Optimal Operational Scheduling of Distribution Network with Microgrid via Bi-Level Optimization Model with Energy Band
Applied Sciences·2019· 16 citedOpen Access
Prediction Equation of Spectral Acceleration Responses in Low-to-Moderate Seismic Regions using Domestic and Overseas Earthquake Records
Journal of the Earthquake Engineering Society of Korea·2018
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Frequent Co-authors

Mun-Kyeom Kim(12), Hyunwoo Tak(4), Kyung‐Hwa Yoo(2), Yong-Rae Lee(2), Jae Hak Jung(2), Seung Yoon Lee(2), Sung Min Hur(2), Young‐Tae Lee(2), In Yong Kang(2), Yong‐Chae Chung(2), Moonsuk Yi(2), Cheol Kyu Bok(2), Jinho Ahn(2), Dongwoo Kim(2), Jae Yong Lee(2), Kyung Suk Choi(2), Waon Ho Yi(2), Jun‐Yeob Song(2), Jae‐Hak Lee(2), Tae Ho Ha(2)