Exploring the role of process control and catalyst design in methane catalytic decomposition: A machine learning perspective

• Main Authors: Wen, Yuming, Wang, Shule, Wu, Libo, Hondo, Emmerson, Tang, Chuchu, Jiang, Jianchun, Ho, Ghim W., Kawi, Sibudjing, Wang, Chi-Hwa
• Format: Article
• Published: Elsevier 2024
• Subjects: QD Chemistry
• Online Access: http://eprints.um.edu.my/45141/; https://doi.org/10.1016/j.ijhydene.2024.05.413
• Institution: Universiti Malaya

Methane catalytic pyrolysis presents a promising avenue for producing CO2-free hydrogen. However, optimizing catalyst composition and process parameters through experimental studies has been resource-intensive. Machine learning techniques have been increasingly utilized to deepen the understanding o...