Exploring the role of bimetallic catalysts in methane Bi-reforming for hydrogen-rich syngas production: Insights from a bibliometric study

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Irna Haslina Ibrahim, Mohamad Jamil Arif Mansor, Herma Dina Setiabudi, Nurul Aini Razali, Dewi Selvia Fardhyanti, Minh An Tran Nguyen, Siti Jamilatun, Sumaiya Zainal Abidin

2026 International Journal of Hydrogen Energy Vol. 211 Review Cited by 1

Abstract

This study presents a comprehensive evaluation of bi-refiorming of methane (BRM), combining bibliometric analysis (2019–mid-2024) with a technical review of thermodynamics, mechanisms, and catalyst design. Bibliometric mapping revealed a significant research gap regarding the dual role of bimetallic species in active sites and supports. Specifically, there is a lack of systematic reviews addressing the dual role of bimetallic species and supports. Technical review confirms BRM feasibility at high temperatures, identifying CH4 activation and oxygen dynamics as the rate-controlling step. The catalytic review demonstrates that bimetallic catalysts and doped supports enhance active-site dispersion, oxygen storage and mobility, and coke resistance compared with monometallic systems, yielding improved activity and stability. This work advocates for consistent reporting of performance metrics (conversion, H2/CO, carbon deposition rate, time-on-stream). By bridging bibliometric trends with technical insights, this work provide roadmap in the development of a more stable, sustainable catalyst system for efficient syngas production. © 2026 Hydrogen Energy Publications LLC

Affiliations

Faculty of Chemical and Process Engineering Technology, Universiti Malaysia Pahang Al-Sultan Abdullah, Pahang, Kuantan, Malaysia; Chemical Engineering Department, Faculty of Engineering, Universitas Negeri Semarang, Semarang, Indonesia; Faculty of Chemical Engineering, Industrial University of Ho Chi Minh City, Ho Chi Minh City, Viet Nam; Department of Chemical Engineering, Faculty of Industrial Technology, Universitas Ahmad Dahlan, Yogyakarta, Indonesia; Centre for Research in Advanced Fluid & Processes (FLUID CENTRE), Universiti Malaysia Pahang Al-Sultan Abdullah, Pahang, Kuantan, Malaysia