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Sustainable and cost-efficient hydrogen production using platinum clusters at minimal loading

Author

Listed:
  • Hongliang Zeng

    (University of Electronic Science and Technology of China)

  • Zheng Chen

    (Fudan University)

  • Qiu Jiang

    (University of Electronic Science and Technology of China
    University of Electronic Science and Technology of China)

  • Qingtian Zhong

    (University of Electronic Science and Technology of China)

  • Yuan Ji

    (University of Electronic Science and Technology of China)

  • Yizhen Chen

    (University of California)

  • Jiawei Li

    (University of Electronic Science and Technology of China)

  • Chunxiao Liu

    (University of Electronic Science and Technology of China)

  • Runhao Zhang

    (University of Electronic Science and Technology of China)

  • Jialin Tang

    (University of Electronic Science and Technology of China)

  • Xiaoxia Xiong

    (University of Electronic Science and Technology of China)

  • Zhongyue Zhang

    (University of Electronic Science and Technology of China)

  • Zhaoyang Chen

    (University of Electronic Science and Technology of China)

  • Yizhou Dai

    (University of Electronic Science and Technology of China)

  • Chengbo Li

    (University of Electronic Science and Technology of China)

  • Yinfang Chen

    (University of Electronic Science and Technology of China)

  • Donghao Zhao

    (University of Electronic Science and Technology of China)

  • Xu Li

    (University of Electronic Science and Technology of China)

  • Tingting Zheng

    (University of Electronic Science and Technology of China)

  • Xin Xu

    (Fudan University
    Hefei National Laboratory)

  • Chuan Xia

    (University of Electronic Science and Technology of China
    University of Electronic Science and Technology of China)

Abstract

Proton exchange membrane water electrolysis stands as a promising technology for sustainable hydrogen production, although its viability hinges on minimizing platinum (Pt) usage without sacrificing catalytic efficiency. Central to this challenge is enhancing the intrinsic activity of Pt while ensuring the stability of the catalyst. We herein present a Mo2TiC2 MXene-supported Pt nanocluster catalyst (Mo2TiC2-PtNC) that requires a minimal Pt content (36 μg cm−2) to function, yet remains highly active and stable. Operando spectroscopy and theoretical simulation provide evidence for anomalous charge transfer from the MXene substrate to PtNC, thus generating highly efficient electron-rich Pt sites for robust hydrogen evolution. When incorporated into a proton exchange membrane electrolyzer, the catalyst affords more than 8700 h at 200 mA cm−2 under ambient temperature with a decay rate of just 2.2 μV h−1. All the performance metrics of the present Mo2TiC2-PtNC catalysts are on par with or even surpass those of current hydrogen evolution electrocatalysts under identical operation conditions, thereby challenging the monopoly of high-loading Pt/C-20% in the current electrolyzer design.

Suggested Citation

  • Hongliang Zeng & Zheng Chen & Qiu Jiang & Qingtian Zhong & Yuan Ji & Yizhen Chen & Jiawei Li & Chunxiao Liu & Runhao Zhang & Jialin Tang & Xiaoxia Xiong & Zhongyue Zhang & Zhaoyang Chen & Yizhou Dai &, 2025. "Sustainable and cost-efficient hydrogen production using platinum clusters at minimal loading," Nature Communications, Nature, vol. 16(1), pages 1-12, December.
  • Handle: RePEc:nat:natcom:v:16:y:2025:i:1:d:10.1038_s41467-025-59450-6
    DOI: 10.1038/s41467-025-59450-6
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    1. Jakub Tymoczko & Federico Calle-Vallejo & Wolfgang Schuhmann & Aliaksandr S. Bandarenka, 2016. "Making the hydrogen evolution reaction in polymer electrolyte membrane electrolysers even faster," Nature Communications, Nature, vol. 7(1), pages 1-6, April.
    2. Tianyu Zhang & Jing Jin & Junmei Chen & Yingyan Fang & Xu Han & Jiayi Chen & Yaping Li & Yu Wang & Junfeng Liu & Lei Wang, 2022. "Pinpointing the axial ligand effect on platinum single-atom-catalyst towards efficient alkaline hydrogen evolution reaction," Nature Communications, Nature, vol. 13(1), pages 1-14, December.
    3. Xiaoning Wang & Lianming Zhao & Xuejin Li & Yong Liu & Yesheng Wang & Qiaofeng Yao & Jianping Xie & Qingzhong Xue & Zifeng Yan & Xun Yuan & Wei Xing, 2022. "Atomic-precision Pt6 nanoclusters for enhanced hydrogen electro-oxidation," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
    4. Yi Shi & Zhi-Rui Ma & Yi-Ying Xiao & Yun-Chao Yin & Wen-Mao Huang & Zhi-Chao Huang & Yun-Zhe Zheng & Fang-Ya Mu & Rong Huang & Guo-Yue Shi & Yi-Yang Sun & Xing-Hua Xia & Wei Chen, 2021. "Electronic metal–support interaction modulates single-atom platinum catalysis for hydrogen evolution reaction," Nature Communications, Nature, vol. 12(1), pages 1-11, December.
    5. Daobin Liu & Xiyu Li & Shuangming Chen & Huan Yan & Changda Wang & Chuanqiang Wu & Yasir A. Haleem & Sai Duan & Junling Lu & Binghui Ge & Pulickel M. Ajayan & Yi Luo & Jun Jiang & Li Song, 2019. "Atomically dispersed platinum supported on curved carbon supports for efficient electrocatalytic hydrogen evolution," Nature Energy, Nature, vol. 4(6), pages 512-518, June.
    6. Yufei Zhao & Priyank V. Kumar & Xin Tan & Xinxin Lu & Xiaofeng Zhu & Junjie Jiang & Jian Pan & Shibo Xi & Hui Ying Yang & Zhipeng Ma & Tao Wan & Dewei Chu & Wenjie Jiang & Sean C. Smith & Rose Amal & , 2022. "Modulating Pt-O-Pt atomic clusters with isolated cobalt atoms for enhanced hydrogen evolution catalysis," Nature Communications, Nature, vol. 13(1), pages 1-11, December.
    7. Zheng Chen & Zhangyun Liu & Xin Xu, 2023. "Accurate descriptions of molecule-surface interactions in electrocatalytic CO2 reduction on the copper surfaces," Nature Communications, Nature, vol. 14(1), pages 1-9, December.
    8. Sanjiang Pan & Hao Li & Dan Liu & Rui Huang & Xuelei Pan & Dan Ren & Jun Li & Mohsen Shakouri & Qixing Zhang & Manjing Wang & Changchun Wei & Liqiang Mai & Bo Zhang & Ying Zhao & Zhenbin Wang & Michae, 2022. "Efficient and stable noble-metal-free catalyst for acidic water oxidation," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
    9. Kai Ling Zhou & Zelin Wang & Chang Bao Han & Xiaoxing Ke & Changhao Wang & Yuhong Jin & Qianqian Zhang & Jingbing Liu & Hao Wang & Hui Yan, 2021. "Platinum single-atom catalyst coupled with transition metal/metal oxide heterostructure for accelerating alkaline hydrogen evolution reaction," Nature Communications, Nature, vol. 12(1), pages 1-10, December.
    10. Hongpan Rong & Shufang Ji & Jiatao Zhang & Dingsheng Wang & Yadong Li, 2020. "Synthetic strategies of supported atomic clusters for heterogeneous catalysis," Nature Communications, Nature, vol. 11(1), pages 1-14, December.
    11. Mi Xiong & Zhe Gao & Peng Zhao & Guofu Wang & Wenjun Yan & Shuangfeng Xing & Pengfei Wang & Jingyuan Ma & Zheng Jiang & Xingchen Liu & Jiping Ma & Jie Xu & Yong Qin, 2020. "In situ tuning of electronic structure of catalysts using controllable hydrogen spillover for enhanced selectivity," Nature Communications, Nature, vol. 11(1), pages 1-10, December.
    12. Zhenyu Shi & Xiao Zhang & Xiaoqian Lin & Guigao Liu & Chongyi Ling & Shibo Xi & Bo Chen & Yiyao Ge & Chaoliang Tan & Zhuangchai Lai & Zhiqi Huang & Xinyang Ruan & Li Zhai & Lujiang Li & Zijian Li & Xi, 2023. "Phase-dependent growth of Pt on MoS2 for highly efficient H2 evolution," Nature, Nature, vol. 621(7978), pages 300-305, September.
    13. Shi Fang & Xiaorong Zhu & Xiaokang Liu & Jian Gu & Wei Liu & Danhao Wang & Wei Zhang & Yue Lin & Junling Lu & Shiqiang Wei & Yafei Li & Tao Yao, 2020. "Uncovering near-free platinum single-atom dynamics during electrochemical hydrogen evolution reaction," Nature Communications, Nature, vol. 11(1), pages 1-8, December.
    14. Kaian Sun & Xueyan Wu & Zewen Zhuang & Leyu Liu & Jinjie Fang & Lingyou Zeng & Junguo Ma & Shoujie Liu & Jiazhan Li & Ruoyun Dai & Xin Tan & Ke Yu & Di Liu & Weng-Chon Cheong & Aijian Huang & Yunqi Li, 2022. "Interfacial water engineering boosts neutral water reduction," Nature Communications, Nature, vol. 13(1), pages 1-11, December.
    15. Sonja Renssen, 2020. "The hydrogen solution?," Nature Climate Change, Nature, vol. 10(9), pages 799-801, September.
    16. Qiang-Qiang Yan & Dao-Xiong Wu & Sheng-Qi Chu & Zhi-Qin Chen & Yue Lin & Ming-Xi Chen & Jing Zhang & Xiao-Jun Wu & Hai-Wei Liang, 2019. "Reversing the charge transfer between platinum and sulfur-doped carbon support for electrocatalytic hydrogen evolution," Nature Communications, Nature, vol. 10(1), pages 1-9, December.
    17. Niancai Cheng & Samantha Stambula & Da Wang & Mohammad Norouzi Banis & Jian Liu & Adam Riese & Biwei Xiao & Ruying Li & Tsun-Kong Sham & Li-Min Liu & Gianluigi A. Botton & Xueliang Sun, 2016. "Platinum single-atom and cluster catalysis of the hydrogen evolution reaction," Nature Communications, Nature, vol. 7(1), pages 1-9, December.
    18. Xiao Zhang & Mengtao Zhang & Yuchen Deng & Mingquan Xu & Luca Artiglia & Wen Wen & Rui Gao & Bingbing Chen & Siyu Yao & Xiaochen Zhang & Mi Peng & Jie Yan & Aowen Li & Zheng Jiang & Xingyu Gao & Sufen, 2021. "A stable low-temperature H2-production catalyst by crowding Pt on α-MoC," Nature, Nature, vol. 589(7842), pages 396-401, January.
    19. Wenzhe Niu & Zheng Chen & Wen Guo & Wei Mao & Yi Liu & Yunna Guo & Jingzhao Chen & Rui Huang & Lin Kang & Yiwen Ma & Qisheng Yan & Jinyu Ye & Chunyu Cui & Liqiang Zhang & Peng Wang & Xin Xu & Bo Zhang, 2023. "Pb-rich Cu grain boundary sites for selective CO-to-n-propanol electroconversion," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
    20. Zhaoping Shi & Ji Li & Yibo Wang & Shiwei Liu & Jianbing Zhu & Jiahao Yang & Xian Wang & Jing Ni & Zheng Jiang & Lijuan Zhang & Ying Wang & Changpeng Liu & Wei Xing & Junjie Ge, 2023. "Customized reaction route for ruthenium oxide towards stabilized water oxidation in high-performance PEM electrolyzers," Nature Communications, Nature, vol. 14(1), pages 1-14, December.
    21. M. S. Dresselhaus & I. L. Thomas, 2001. "Alternative energy technologies," Nature, Nature, vol. 414(6861), pages 332-337, November.
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