Role of artificial intelligence in smart grid - a mini review.

IF 4.7 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE Frontiers in Artificial Intelligence Pub Date : 2025-02-04 eCollection Date: 2025-01-01 DOI:10.3389/frai.2025.1551661
M Balamurugan, Kamala Narayanan, N Raghu, G B Arjun Kumar, V N Trupti
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Abstract

A smart grid is a structure that regulates, operates, and utilizes energy sources that are incorporated into the smart grid using smart communications techniques and computerized techniques. The running and maintenance of Smart Grids now depend on artificial intelligence methods quite extensively. Artificial intelligence is enabling more dependable, efficient, and sustainable energy systems from improving load forecasting accuracy to optimizing power distribution and guaranteeing issue identification. An intelligent smart grid will be created by substituting artificial intelligence for manual tasks and achieving high efficiency, dependability, and affordability across the energy supply chain from production to consumption. Collection of a large diversity of data is vital to make effective decisions. Artificial intelligence application operates by processing abundant data samples, advanced computing, and strong communication collaboration. The development of appropriate infrastructure resources, including big data, cloud computing, and other collaboration platforms, must be enhanced for this type of operation. In this paper, an attempt has been made to summarize the artificial intelligence techniques used in various aspects of smart grid system.

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人工智能在智能电网中的作用--小型回顾。
智能电网是一种调节、操作和利用能源的结构,这些能源通过智能通信技术和计算机技术并入智能电网。目前,智能电网的运行和维护广泛依赖于人工智能方法。从提高负荷预测准确性到优化配电和保证问题识别,人工智能正在使能源系统更加可靠、高效和可持续。通过人工智能取代人工任务,实现从生产到消费的整个能源供应链的高效率、可靠性和可负担性,将创建智能智能电网。收集各种各样的数据对于做出有效的决策至关重要。人工智能应用通过处理丰富的数据样本、先进的计算和强大的通信协作来运行。为此,必须加强相应基础设施资源的开发,包括大数据、云计算和其他协作平台。本文试图总结人工智能技术在智能电网系统各个方面的应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
6.10
自引率
2.50%
发文量
272
审稿时长
13 weeks
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