Seokyoung Hong

Adversarial Autoencoder Based Feature Learning for Fault Detection in Industrial Processes

Kyojin Jang, Seokyoung Hong, Minsu Kim et al. · IEEE Transactions on Industrial Informatics · 2021 · 118 citations

Computing, Computer Science, Industrial Engineering +17

Machine learning-based energy optimization for on-site SMR hydrogen production

Jaewon Lee, Seokyoung Hong, Hyungtae Cho et al. · Energy Conversion and Management · 2021 · 105 citations · Full text

Engineering, Chemical Engineering, Computer Science +17

Multi-objective optimization of CO2 emission and thermal efficiency for on-site steam methane reforming hydrogen production process using machine learning

Seokyoung Hong, Jaewon Lee, Hyungtae Cho et al. · Journal of Cleaner Production · 2022 · 88 citations

Engineering, Chemical Engineering, Machine Learning +16

Flexible and efficient renewable-power-to-methane concept enabled by liquid CO2 energy storage: Optimization with power allocation and storage sizing

Meng Qi, Jaewon Lee, Seokyoung Hong et al. · Energy · 2022 · 32 citations

Engineering, Chemical Engineering, Energy Systems +16

Data-driven robust optimization for minimum nitrogen oxide emission under process uncertainty

Minsu Kim, Sunghyun Cho, Kyojin Jang et al. · Chemical Engineering Journal · 2021 · 30 citations

Natural Sciences, Chemical Engineering, Industrial Engineering +14