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 · 264 citations

Computing, Environmental Policy, Energy Policy +16

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 · 111 citations · Full text

Natural Resources, Environmental Engineering, Water Resources Management +17

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 · 83 citations

Computing, Autonomous Systems, Computer Science +14

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 · 79 citations

Computing, Data Science, Environmental Engineering +17

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 · 76 citations

Management, Supply Chain Management, Forecasting +16