KiJeon Nam

A deep learning-based forecasting model for renewable energy scenarios to guide sustainable energy policy: A case study of Korea

KiJeon Nam, Soonho Hwangbo, ChangKyoo Yoo · Renewable and Sustainable Energy Reviews · 2020 · 261 citations

Sustainable Energy Policy, Energy Modeling, Engineering +11

Sustainable and reliable design of reverse osmosis desalination with hybrid renewable energy systems through supply chain forecasting using recurrent neural networks

Qian Li, Jorge Loy-Benitez, KiJeon Nam et al. · Energy · 2019 · 110 citations

Engineering, Environmental Engineering, Sustainable Energy +9

A deep reinforcement learning-based autonomous ventilation control system for smart indoor air quality management in a subway station

SungKu Heo, KiJeon Nam, Jorge Loy-Benitez et al. · Energy and Buildings · 2019 · 79 citations

Artificial Intelligence, Engineering, Machine Learning +10

Data-Driven Hybrid Model for Forecasting Wastewater Influent Loads Based on Multimodal and Ensemble Deep Learning

SungKu Heo, KiJeon Nam, Jorge Loy-Benitez et al. · IEEE Transactions on Industrial Informatics · 2020 · 74 citations

Forecasting Methodology, Engineering, Machine Learning +18

Hydrogen-based self-sustaining integrated renewable electricity network (HySIREN) using a supply-demand forecasting model and deep-learning algorithms

Soonho Hwangbo, KiJeon Nam, SungKu Heo et al. · Energy Conversion and Management · 2019 · 72 citations

Electrical Engineering, Renewable Electricity Network, Engineering +11