Boosting(机器学习)
稀土
磷酸盐
化学
5-羟甲基糠醛
天体生物学
生物化学
矿物学
物理
计算机科学
催化作用
人工智能
作者
Wenjing Yao,Sheng Liao,Huiying Fu,Wenyi Xu,Meng Xu,Dan Zhao,Chao Chen
标识
DOI:10.1021/acsaem.5c00318
摘要
The hydrophilic property of the catalytic interface has been seldom focused on particularly, although many green and sustainable catalysis transformations involve water. Addressing the issue, we prepared Dy–Ni–P catalysts for the 5-hydroxymethylfurfural oxidation reaction (HMFOR) to 2,5-furandicarboxylic acid (2,5-FDCA) in this work. The catalysts were clarified as (DyPO4)m/Ni2P composites with molar ratio m within 0.08–0.28 by ICP-OES, XRD, XPS, and HRTEM characterizations. The catalytic performance of samples was comprehensively analyzed by the HPLC technique, 1H NMR spectra, and various electrochemical tests, indicating that the introduction of DyPO4 in a proper amount (m = 0.16) would significantly enhance the catalytic efficiency versus singular Ni2P in terms of 2,5-FDCA yield (91 vs 26%), selectivity (99 vs 47%), and Faradaic Efficiency (F.E.: 98 vs 70%). The enhancements were accompanied by improved kinetic features such as the Tafel slope (53 vs 95 mV dec–1) and intrinsic activity (3.3 vs 1.7 mA cm–2). The boosting endowment (DyPO4)m/Ni2P stands among the top members of reported Ni-based HMFOR catalysts. The promoter effect of DyPO4 was further investigated by H2O-TPD, contact angle, zeta potential, OCP, and EIS measurements. It was testified that the nonhydrophilic Ni2P surface would be converted to a hydrophilic composite interface with the introduction of DyPO4; in line with the essential change, transfer of reactants and activation of water were obviously intensified with the lowered charge transfer resistance along the catalytic interface, which was responsible for the enhanced catalytic behavior of (DyPO4)m/Ni2P versus Ni2P. The above discovery made the topic regarding water indicate that the hydrophilic property of the catalytic interface played a significant role in facilitating heterogeneous catalysis transformations involving water; exampled by the current (DyPO4)m/Ni2P for HMFOR, rare-earth phosphate could be referred to as an outstanding hydrophilic promoter to innovate excellent catalysts for technology-important chemical engineering involving water.
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