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引用次数: 0
摘要
实现可持续发展和实现可持续发展目标至关重要。因此,电力行业数字化迫在眉睫。这项文献计量和地图研究旨在探索人工智能在智能电网中的应用,以及该主题多年来的演变。总共有十个研究问题有待探讨。该分析包括2005年至2022年间从Scopus和Web of Science(WoS)中识别和检索的1926篇文章。分析包括相关研究和年度科学成果的描述性统计,确定最相关和最具影响力的作者、文章、渠道、附属机构和国家,以及检查最常用的关键词。并对最受欢迎的课题和研究重点的进展进行了探讨。该研究考察了研究结果,讨论了主要发现,提出了悬而未决的问题,并提出了新的研究方向。人工智能在实现智能电网和电力部门数字化以实现可持续发展和实现可持续发展目标方面的重要作用显而易见。
Artificial intelligence in smart grids: A bibliometric analysis and scientific mapping study
The realization of sustainable development and sustainable development goals achievement are essential. Hence, the power sector digitalization is imminent. This bibliometric and mapping study aims to explore the use of artificial intelligence in smart grids and how the topic has evolved over the years. In total, ten research questions are set to be explored. The analysis includes 1,926 articles that were identified and retrieved from Scopus and Web of Science (WoS) over the period 2005 to 2022. The analysis includes the descriptive statistics of the related studies and the annual scientific production, the identification of the most relevant and impactful authors, articles, outlets, affiliations, and countries, and the examination of the most commonly used keywords. The most popular topics and the advancement of the research focus are also explored. The study examines the results, discusses the main findings, presents open issues, and suggests new research directions. The significant role of artificial intelligence in the realization of smart grids and the digitalization of the power sector to enable sustainable development and the achievement of sustainable development goals was evident.