Seunghyoung Ryu

Deep Neural Network Based Demand Side Short Term Load Forecasting

Seunghyoung Ryu, Jae-Koo Noh, Hongseok Kim · Energies · 2016 · 407 citations · Full text

Computing, Meteorology, Forecasting +16

Machine Learning-Based Lithium-Ion Battery Capacity Estimation Exploiting Multi-Channel Charging Profiles

Yohwan Choi, Seunghyoung Ryu, Kyungnam Park et al. · IEEE Access · 2019 · 243 citations · Full text

Computing, Computer Science, Electrochemical Engineering +16

Convolutional Autoencoder Based Feature Extraction and Clustering for Customer Load Analysis

Seunghyoung Ryu, Hyungeun Choi, Hyoseop Lee et al. · IEEE Transactions on Power Systems · 2019 · 145 citations

Computing, Computer Science, Feature Engineering +15

Denoising Autoencoder-Based Missing Value Imputation for Smart Meters

Seunghyoung Ryu, Minsoo Kim, Hongseok Kim · IEEE Access · 2020 · 103 citations · Full text

Computing, Computer Science, Electrical Engineering +17

Short-Term Load Forecasting based on ResNet and LSTM

Hyungeun Choi, Seunghyoung Ryu, Hongseok Kim · 2018 · 94 citations

Computing, Computer Science, Artificial Intelligence +16