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 · 109 citations

Artificial Intelligence, Fault Diagnosis, Engineering +16

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

Jaewon Lee, Seokyoung Hong, Hyungtae Cho et al. · Energy Conversion and Management · 2021 · 101 citations · Full text

Engineering, Hydrogen Production, Energy Efficiency +14

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 · 85 citations

Chemical Engineering, Engineering, Machine Learning +9

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 · 30 citations

Chemical Engineering, Engineering, Power Allocation +12

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

Minsu Kim, Sunghyun Cho, Kyojin Jang et al. · Chemical Engineering Journal · 2021 · 27 citations

Data-driven Optimization, Engineering, Data Science +9