Research progress and hot topics of distributed photovoltaic: Bibliometric analysis and Latent Dirichlet Allocation model

IF 6.6 2区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Energy and Buildings Pub Date : 2024-11-17 DOI:10.1016/j.enbuild.2024.115056
Na Li, Tao Lv, Xingyu Wang, Xiangyun Meng, Jie Xu, Yuxia Guo
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Abstract

Distributed photovoltaic (PV) are instrumental in promoting energy transformation and reducing carbon emission. A large number of studies in recent years have focused on distributed PV from different perspectives and approaches, but there is a lack of a systematic review of the research literature, which affects the future developments. Thus, we undertook a bibliometric analysis of 1366 articles on distributed PV published in the Web of Science during 1985–2023, and applied a Latent Dirichlet Allocation (LDA) model to identify research hotspots and evolution. Our results indicate that the number of publications on distributed PV increased since 1985. China and the USA are the most influential countries, with the highest number of publications and citations, and the highest publication impact (H-index). Furthermore, four research hotspots were identified: (1) technoeconomic analysis, PV adoption and support policies; (2) optimization design of distributed PV systems; (3) related technology and equipment; (4) distributed PV power output. Research on distributed PV was unstable in the early stages; these four stable research hotspots emerged since 2010. Finally, some conclusions and policy implications are given. Our study will serve as a reference for further in-depth research and facilitate the deployment of distributed PV to foster sustainable development in the world.
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分布式光伏的研究进展与热点话题:文献计量分析与潜狄利克特分配模型
分布式光伏(PV)有助于促进能源转型和减少碳排放。近年来,大量研究从不同角度和方法关注分布式光伏,但缺乏对研究文献的系统回顾,这影响了未来的发展。因此,我们对 1985-2023 年间发表在 Web of Science 上的 1366 篇关于分布式光伏发电的文章进行了文献计量分析,并应用 Latent Dirichlet Allocation(LDA)模型确定了研究热点和演变情况。结果表明,自 1985 年以来,有关分布式光伏的论文数量有所增加。中国和美国是最有影响力的国家,其论文数量和引用次数最高,论文影响力(H 指数)也最高。此外,还确定了四个研究热点:(1)技术经济分析、光伏应用和支持政策;(2)分布式光伏系统优化设计;(3)相关技术和设备;(4)分布式光伏发电。分布式光伏的研究在早期阶段并不稳定,这四个稳定的研究热点是从 2010 年开始出现的。最后,给出了一些结论和政策影响。我们的研究将为进一步深入研究提供参考,并促进分布式光伏的部署,推动世界可持续发展。
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来源期刊
Energy and Buildings
Energy and Buildings 工程技术-工程:土木
CiteScore
12.70
自引率
11.90%
发文量
863
审稿时长
38 days
期刊介绍: An international journal devoted to investigations of energy use and efficiency in buildings Energy and Buildings is an international journal publishing articles with explicit links to energy use in buildings. The aim is to present new research results, and new proven practice aimed at reducing the energy needs of a building and improving indoor environment quality.
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