Derrick Adams

Prediction of SOx–NOx emission from a coal-fired CFB power plant with machine learning: Plant data learned by deep neural network and least square support vector machine

Derrick Adams, Dong-Hoon Oh, Dong‐Won Kim et al. · Journal of Cleaner Production · 2020 · 158 citations

Engineering, Machine Learning, Data Science +5

Multi-period, multi-timescale stochastic optimization model for simultaneous capacity investment and energy management decisions for hybrid Micro-Grids with green hydrogen production under uncertainty

Sunwoo Kim, Yechan Choi, Joungho Park et al. · Renewable and Sustainable Energy Reviews · 2023 · 58 citations

Green Hydrogen Production, Engineering, Energy Efficiency +9

Techno-economic analysis for design and management of international green hydrogen supply chain under uncertainty: An integrated temporal planning approach

Sunwoo Kim, Joungho Park, Won‐Suk Chung et al. · Energy Conversion and Management · 2023 · 46 citations

Supply Chain Optimization, Engineering, Sustainable Energy +12

Actor-critic reinforcement learning to estimate the optimal operating conditions of the hydrocracking process

Dong-Hoon Oh, Derrick Adams, Dat-Nguyen Vo et al. · Computers & Chemical Engineering · 2021 · 35 citations

Artificial Intelligence, Optimal Operating Conditions, Engineering +7

Deep reinforcement learning optimization framework for a power generation plant considering performance and environmental issues

Derrick Adams, Dong-Hoon Oh, Dong-Won Kim et al. · Journal of Cleaner Production · 2021 · 31 citations

Optimization Framework, Engineering, Deep Reinforcement +7