Seunghyoung Ryu

Convolutional Autoencoder Based Feature Extraction and Clustering for Customer Load Analysis

Hyoseop Lee, Hongseok Kim, Seunghyoung Ryu, 2020, IEEE Transactions on Power Systems.

Residential Load Profile Clustering via Deep Convolutional Autoencoder

Vincent W. S. Wong, Hyoseop Lee, Hongseok Kim, 2018, 2018 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm).

Deep Neural Network Based Demand Side Short Term Load Forecasting

Hongseok Kim, Seunghyoung Ryu, Jaekoo Noh, 2016 .

A framework for baseline load estimation in demand response: Data mining approach

Hongseok Kim, Seunghyoung Ryu, Yohwan Choi, 2014, 2014 IEEE International Conference on Smart Grid Communications (SmartGridComm).

Robust Operation of Energy Storage System with Uncertain Load Profiles

Hongseok Kim, Jangkyum Kim, Seunghyoung Ryu, 2017 .

Short-Term Load Forecasting based on ResNet and LSTM

Hongseok Kim, Seunghyoung Ryu, Hyungeun Choi, 2018, 2018 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm).

Gaussian Residual Bidding Based Coalition for Two-Settlement Renewable Energy Market

Sunghwan Bae, Hongseok Kim, Seunghyoung Ryu, 2018, IEEE Access.

Data-Driven Baseline Estimation of Residential Buildings for Demand Response

Hongseok Kim, Seunghyoung Ryu, Yohwan Choi, 2015 .

Deep neural network based demand side short term load forecasting

Hongseok Kim, Seunghyoung Ryu, Jaekoo Noh, 2016, 2016 IEEE International Conference on Smart Grid Communications (SmartGridComm).

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

Hongseok Kim, Kyungnam Park, Seunghyoung Ryu, 2019, IEEE Access.

Customer Load Pattern Analysis using Clustering Techniques

Hongseok Kim, Seunghyoung Ryu, Doeun Oh, 2016 .

Development of the Deep Learning Based Fast Simulation for Reducing the Uncertainty in Probabilistic Safety Assessment

Jinkyun Park, Hyeonmin Kim, Seunghyoung Ryu, 2021, Proceedings of the 31st European Safety and Reliability Conference (ESREL 2021).