Parsa Seyed Masoud, Chen Zhijie, Ngo Huu Hao, Wei Wei, Zhang Xinbo, Liu Ying, Ni Bing-Jie, Guo Wenshan
Centre for Technology in Water and Wastewater, School of Civil and Environmental Engineering, University of Technology Sydney, Ultimo, NSW, 2007, Australia.
UNSW Water Research Centre, School of Civil and Environmental Engineering, The University New South Wales, Sydney, NSW, 2052, Australia.
Nanomicro Lett. 2025 Jun 18;17(1):303. doi: 10.1007/s40820-025-01781-6.
Designing high-performance electrocatalysts is one of the key challenges in the development of microbial electrochemical hydrogen production. Transition metal-based (TM-based) electrocatalysts are introduced as an astonishing alternative for future catalysts by addressing several disadvantages, like the high cost and low performance of noble metal and metal-free electrocatalysts, respectively. In this critical review, a comprehensive analysis of the major development of all families of TM-based catalysts from the beginning development of microbial electrolysis cells in the last 15 years is presented. Importantly, pivotal design parameters such as selecting efficient synthesis methods based on the type of material, main criteria during each synthesizing method, and the pros and cons of various procedures are highlighted and compared. Moreover, procedures for tuning and tailoring the structures, advanced strategies to promote active sites, and the potential for implementing novel unexplored TM-based hybrid structures suggested. Furthermore, consideration for large-scale application of TM-based catalysts for future mass production, including life cycle assessment, cost assessment, economic analysis, and recently pilot-scale studies were highlighted. Of great importance, the potential of utilizing artificial intelligence and advanced computational methods such as active learning, microkinetic modeling, and physics-informed machine learning in designing high-performance electrodes in successful practices was elucidated. Finally, a conceptual framework for future studies and remaining challenges on different aspects of TM-based electrocatalysts in microbial electrolysis cells is proposed.
设计高性能电催化剂是微生物电化学制氢发展中的关键挑战之一。过渡金属基(TM基)电催化剂被引入,作为未来催化剂的一种惊人替代方案,分别解决了贵金属和无金属电催化剂的高成本和低性能等几个缺点。在这篇批判性综述中,对过去15年微生物电解池从最初发展以来所有TM基催化剂家族的主要发展进行了全面分析。重要的是,突出并比较了关键设计参数,如根据材料类型选择高效合成方法、每种合成方法的主要标准以及各种程序的优缺点。此外,还提出了调整和定制结构的程序、促进活性位点的先进策略以及实施新型未探索的TM基混合结构的潜力。此外,还强调了考虑TM基催化剂在未来大规模生产中的大规模应用,包括生命周期评估、成本评估、经济分析以及最近的中试规模研究。至关重要的是,阐明了在成功实践中利用人工智能和先进计算方法(如主动学习、微动力学建模和物理信息机器学习)设计高性能电极的潜力。最后,提出了一个关于微生物电解池中TM基电催化剂不同方面未来研究和剩余挑战的概念框架。