Namrye Son

Deep Neural Network and Long Short-Term Memory for Electric Power Load Forecasting

Namrye Son, Seung-Hak Yang, Jeongseung Na · Applied Sciences · 2020 · 48 citations · Full text

Engineering, Long Short-term Memory, Recurrent Neural Network +17

Analysis of Meteorological Factor Multivariate Models for Medium- and Long-Term Photovoltaic Solar Power Forecasting Using Long Short-Term Memory

Namrye Son, Min-A Jung · Applied Sciences · 2020 · 41 citations · Full text

Traditional Lstm, Engineering, Energy Efficiency +19

Hybrid Forecasting Model for Short-Term Wind Power Prediction Using Modified Long Short-Term Memory

Namrye Son, Seung-Hak Yang, Jeongseung Na · Energies · 2019 · 32 citations · Full text

Forecasting Methodology, Engineering, Wind Power Generation +13

Comparison of the Deep Learning Performance for Short-Term Power Load Forecasting

Namrye Son · Sustainability · 2021 · 29 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +17

Short- and Medium-Term Electricity Consumption Forecasting Using Prophet and GRU

Namrye Son, Yoonjeong Shin · Sustainability · 2023 · 13 citations · Full text