Applications of Artificial Intelligence in Smart Grids: Present and Future Research Domains

Farhad Khosrojerdi, Stephane Gagnon, Raul Valverde
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Abstract

In the last decade, Artificial Intelligence (AI) have been applied overwhelmingly in various research domains in the context of smart grid. It has been one of the main streams of advanced technological approaches that the research community offered for developing smart grids. However, the broad scope of the subject matter has launched complexity for scholars to identify effective research approaches. In this paper, we present a literature review about utilizing AI in the key elements of smart grids including grid-connected vehicles, data-driven components, and the power system network. This will result in highlighting technical challenges of the integration of electric vehicles to the grid and the power network operation as well. Moreover, we discuss the four key research areas in the context of AI and its applications in intelligent power grids. The proposed research fields aid PhD candidates to consider these areas as the promising domains for investigation.
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人工智能在智能电网中的应用:当前和未来的研究领域
近十年来,人工智能(AI)在智能电网的背景下被广泛应用于各个研究领域。它一直是研究界为开发智能电网提供的先进技术方法的主流之一。然而,广泛的主题范围为学者们确定有效的研究方法带来了复杂性。在本文中,我们介绍了关于在智能电网的关键要素中利用人工智能的文献综述,包括并网车辆、数据驱动组件和电力系统网络。这将导致电动汽车与电网和电网运营整合的技术挑战突出。此外,我们还讨论了人工智能及其在智能电网中的应用的四个关键研究领域。建议的研究领域有助于博士候选人将这些领域视为有前途的研究领域。
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