Santi Bardeeniz

Reinforcement Learning Control with Deep Deterministic Policy Gradient Algorithm for Multivariable pH Process

Chanin Panjapornpon, Patcharapol Chinchalongporn, Santi Bardeeniz et al. · Processes · 2022 · 27 citations · Full text

Engineering, Machine Learning, Smart Manufacturing +19

Improving energy efficiency prediction under aberrant measurement using deep compensation networks: A case study of petrochemical process

Chanin Panjapornpon, Santi Bardeeniz, M.A. Hussain · Energy · 2022 · 25 citations

Engineering, Machine Learning, Data Science +9

Deep learning approach for energy efficiency prediction with signal monitoring reliability for a vinyl chloride monomer process

Chanin Panjapornpon, Santi Bardeeniz, M.A. Hussain · Reliability Engineering & System Safety · 2022 · 25 citations

Engineering, Machine Learning, Energy Analysis +8

Explainable deep transfer learning for energy efficiency prediction based on uncertainty detection and identification

Chanin Panjapornpon, Santi Bardeeniz, M.A. Hussain et al. · Energy and AI · 2022 · 24 citations · Full text

Digital twin-aided transfer learning for energy efficiency optimization of thermal spray dryers: Leveraging shared drying characteristics across chemicals with limited data

Santi Bardeeniz, Chanin Panjapornpon, Chalermpan Fongsamut et al. · Applied Thermal Engineering · 2024 · 21 citations

Model Optimization, Engineering, Machine Learning +9