Jae Heo

Multi-channel convolutional neural network for integration of meteorological and geographical features in solar power forecasting

Jae Heo, Kwonsik Song, Sang‐Uk Han et al. · Applied Energy · 2021 · 77 citations

Meteorology, Numerical Weather Prediction, Engineering +10

Energy infrastructure transitions with PV and EV combined systems using techno-economic analyses for decarbonization in cities

Soowon Chang, Junyoung Cho, Jae Heo et al. · Applied Energy · 2022 · 66 citations

Energy Infrastructure Transitions, Urban Decarbonization, Engineering +11

Case Study of Solar Photovoltaic Power-Plant Site Selection for Infrastructure Planning Using a BIM-GIS-Based Approach

Jae Heo, Moon HyounSeok, Soowon Chang et al. · Applied Sciences · 2021 · 45 citations · Full text

Engineering, Virtual Power Plant, Environmental Planning +22

Digital elevation model-based convolutional neural network modeling for searching of high solar energy regions

Jae Heo, Jaehoon Jung, Byungil Kim et al. · Applied Energy · 2020 · 41 citations

Earth Science, Engineering, Solar Energy Policy +10

Optimal planning for electric vehicle fast charging stations placements in a city scale using an advantage actor-critic deep reinforcement learning and geospatial analysis

Jae Heo, Soowon Chang · Sustainable Cities and Society · 2024 · 31 citations

Deep Reinforcement Learning, Energy Management, Global Planning +7