An overview of Applied Artificial Intelligence in Power Grids

Power grids are networks of lines and equipment used for electrical power generation, transmission, distribution, and consumption. Power grids are undergoing a process of digital transformation based on emerging information and communication technologies, with the aim of optimising the operation of power systems, increasing efficiency, reliability, sustainability, security, and quality of service, while reducing CO2 emissions. In this process of digital transformation, Artificial Intelligence (AI) has become a strategic element within power grids. This paper provides an overview of AI applications in power grids and how they can improve the efficiency, reliability, and availability of their processes. It analyses the main challenges and prospects for the future application of AI in power grids. AI applications help process large volumes of data and generate insights, with a focus on two primary functions: supporting operations and aiding strategic decision-making. These factors highlight the significant potential for AI application in power grids and solidify AI as a strategic key to the development of smart grids.

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Publication Details

Journal
International Journal of Combinatorial Optimization Problems and Informatics.
Published
2024-11-04
DOI
https://doi.org/10.61467/2007.1558.2024.v15i4.532
Primary Topic
Energy Load and Power Forecasting
Type
article
Field-Weighted Citation Impact
0.00
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article

An overview of Applied Artificial Intelligence in Power Grids

Gustavo Figueroa
International Journal of Combinatorial Optimization Problems and Informatics.
Energy Load and Power Forecasting
article

An overview of Applied Artificial Intelligence in Power Grids

Gustavo Figueroa
article en

Abstract

Power grids are networks of lines and equipment used for electrical power generation, transmission, distribution, and consumption. Power grids are undergoing a process of digital transformation based on emerging information and communication technologies, with the aim of optimising the operation of power systems, increasing efficiency, reliability, sustainability, security, and quality of service, while reducing CO2 emissions. In this process of digital transformation, Artificial Intelligence (AI) has become a strategic element within power grids. This paper provides an overview of AI applications in power grids and how they can improve the efficiency, reliability, and availability of their processes. It analyses the main challenges and prospects for the future application of AI in power grids. AI applications help process large volumes of data and generate insights, with a focus on two primary functions: supporting operations and aiding strategic decision-making. These factors highlight the significant potential for AI application in power grids and solidify AI as a strategic key to the development of smart grids.

International Journal of Combinatorial Optimization Problems and Informatics.Vol. 15(4)
Ineos (United States) (US), Instituto Nacional de Electricidad y Energías Limpias (MX)
Openalex Percentile: Top 83%
Energy Load and Power Forecasting
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