Author

Yong-Woon Kim

Institution: Jeju National University

Observed institution: Jeju National University

ORCID: 0000-0002-4759-0138

Observed ORCID: 0000-0002-4759-0138

OpenAlex ID: A5121127047

Electricity load forecasting using hybrid prophet–TFT model incorporating weather data

2026 · Nazrul Amin, Yong-Woon Kim, et al. · Energy Reports · 7

MAVL-DRL: Multimodal foundation using multi-agent deep reinforcement learning for intelligent predictive maintenance of wind turbine energy systems

2026 · Amreen Batool, Yong-Woon Kim, et al. · International Journal of Electrical Power & Energy Systems · 5

Intelligent PI control for trajectory regulation in autonomous vehicles using a voting-based ensemble of statistical learning models

2026 · Kinza Nazir, Yong-Woon Kim, et al. · Control Engineering Practice · 4

Hybrid Prophet–TCN Framework for Deterministic and Probabilistic Wind-Power Forecasting

2026 · Nazrul Amin, Yong-Woon Kim, et al. · IEEE Access · 4

ResViT-Solar: A Hybrid Residual-Transformer for Photovoltaic Panel Fault and Cleanliness Detection

2026 · Nazrul Amin, Yong-Woon Kim, et al. · IEEE Access · 3

Vision transformer-based approach for plant leaf disease classification with multi-patch selection

2026 · Amreen Batool, Yong-Woon Kim, et al. · PeerJ Computer Science · 2

High-Fidelity Remote Sensing-Based Solar Panel Mapping Using a Parameter-Efficient UNet With Dilated Multi-Scale Convolutions and Lightweight Attention

2026 · Kinza Nazir, Sadiqa Jafari, et al. · IEEE Access · 2

Improved greenhouse segmentation via YOLOv8 and segment anything model for energy and hydrogen demand forecasting

2026 · Jiyoung Ko, Yong-Woon Kim, et al. · PeerJ Computer Science · 1

Mitigating dataset imbalance using image-based stable diffusion and feature-level SMOTE for solar panel classification with CNNs

2026 · Raj Kumar, Yong-Woon Kim, et al. · Energy Reports · 1

Edge-VIS: Knowledge-Distilled Video Instance Segmentation for Energy-Efficient Real-Time Robotic Scene Understanding

2026 · Hasnain Hyder, Yong-Woon Kim, et al. · IEEE Access · 1

Confidence-Guided Multi-Exit Models for Energy-Optimized Object Detection in Road Environments

2025 · Cyreneo Dofitas, Yong-Woon Kim, et al. · IEEE Access · 1

Multi-tier data augmentation and balancing framework integrating diffusion, tomek link, and SMOTE (DiToS) for robust image-based fault detection in solar panels

2026 · Raj Kumar, Yong-Woon Kim, et al. · Sustainable Energy Technologies and Assessments

Three‐Stage Fusion Vision–Language Framework for Road‐Scene Understanding

2026 · Cyreneo Jr Dofitas, Yong-Woon Kim, et al. · SSRN Electronic Journal

SR-Mamba: A Structure-Retentive State-Space Network for Geometry-Aligned Photovoltaic Segmentation From Remote Sensing Imagery

2026 · Kinza Nazir, Yong-Woon Kim, et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Works count: 14

Citation count: 31

H-index: 4

I10-index: