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What are the critical barriers to the development of hydrogen refueling stations in China? A modified fuzzy DEMATEL approach

机译:中国氢加油站发展的关键障碍是什么?一种改进的模糊脱氮方法

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摘要

Hydrogen fuel cell vehicle is one of the important modalities of the next generation of new energy vehicles. As the basic infrastructure of hydrogen fuel cell vehicles, hydrogen refueling stations (HRSs) have drawn attention from all social circles. However, hindered by various barriers, the development of HRSs is much slower than the Chinese government's expectation. Hence, this study aims to explore critical barriers of the HRS development in China based on a modified fuzzy decision-making trial and evaluation laboratory (DEMATEL) method. Firstly, a barrier list is identified through a literature survey and expert consultation, which consists of four categories (economic, technological, social and political-regulatory aspect) and 12 potential barriers. Later, considering the subjectivity of threshold setting in the traditional fuzzy DEMATEL method, the K-means clustering algorithm is utilized to optimize the threshold value, and thus a modified fuzzy DEMATEL approach is proposed to investigate the prominence of these barriers and the cause-effect relationships among them. The results show that six barriers are regarded as key barriers to China's HRS development, and corresponding policy measures are formulated to mitigate or eliminate these critical barriers.
机译:氢燃料电池车是下一代新能源车辆的重要模式之一。作为氢燃料电池车的基本基础设施,氢加油站(HRSS)引起了所有社交界的关注。然而,受到各种障碍的阻碍,HRSS的发展比中国政府的期望要慢得多。因此,本研究旨在根据改进的模糊决策试验和评估实验室(Dematel)方法探讨中国人力资源开发的关键障碍。首先,通过文献调查和专家咨询来确定障碍列表,由四类(经济,技术,社会和政治监管方面)和12个潜在障碍组成。稍后,考虑到传统模糊Dematel方法中的阈值设置的主体性,利用K-Means聚类算法来优化阈值,因此提出了一种改进的模糊Dematel方法来研究这些障碍和原因效应的突出他们之间的关系。结果表明,六个障碍被认为是中国人力资源开发的关键障碍,并制定了相应的政策措施,以减轻或消除这些关键障碍。

著录项

  • 来源
    《Energy Policy》 |2020年第7期|111495.1-111495.14|共14页
  • 作者

    Xu Chuanbo; Wu Yunna; Dai Shuyu;

  • 作者单位

    North China Elect Power Univ Sch Econ & Management Beijing Peoples R China|North China Elect Power Univ Beijing Key Lab New Energy & Low Carbon Dev Beijing Peoples R China;

    North China Elect Power Univ Sch Econ & Management Beijing Peoples R China|North China Elect Power Univ Beijing Key Lab New Energy & Low Carbon Dev Beijing Peoples R China;

    State Power Investment Corp Hydrogen Energy Co Ltd Beijing Peoples R China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Hydrogen refueling stations; Critical barriers; Modified fuzzy DEMATEL; K-means clustering algorithm; Policy measures;

    机译:氢气加油站;关键障碍;改进的模糊贬轨;K-means聚类算法;政策措施;

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