Closed-loop optimization of catalysts for oxidative propane dehydrogenation with CO2 using artificial intelligence
Oxidative propane dehydrogenation with CO2 (ODPC) is an economical and ecofriendly process that produces propylene and consumes CO2 simultaneously. In this study, the catalyst composition for the ODPC reaction was optimized using a closed-loop optimization framework. A machine learning (ML) model wa...
Main Authors: | Jin-Soo Kim, Iljun Chung, Jungmok Oh, Jisu Park, Yongju Yun, Jungho Shin, Hyun Woo Kim, Hyunju Chang |
---|---|
Format: | Article |
Language: | English |
Published: |
Elsevier
2023-12-01
|
Series: | Journal of CO2 Utilization |
Subjects: | |
Online Access: | http://www.sciencedirect.com/science/article/pii/S2212982023002317 |
Similar Items
-
Pressure Driven Alkane Dehydrogenation by Palladium Metal
by: Mungo Frost, et al.
Published: (2023-03-01) -
Propylene Synthesis: Recent Advances in the Use of Pt-Based Catalysts for Propane Dehydrogenation Reaction
by: Marco Martino, et al.
Published: (2021-09-01) -
Coal as an Effective Catalyst for Selective Oxidative Dehydrogenation of Propane to Propene
by: Qiuwen Liu, et al.
Published: (2023-03-01) -
Highly catalytic dehydrogenation of alkanes to olefins via C-H activation in the presence of RhCl(CO)(PMe3)2 under irradiation /
by: Toshiyasu, Sakakura -
Propane Dehydrogenation over Cobalt Aluminates: Evaluation of Potential Catalytic Active Sites
by: Aleksey N. Chernov, et al.
Published: (2023-11-01)