Role of artificial intelligence in smart grid – a mini review
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. A...
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| Format: | Article |
| Language: | English |
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Frontiers Media S.A.
2025-02-01
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| Series: | Frontiers in Artificial Intelligence |
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| Online Access: | https://www.frontiersin.org/articles/10.3389/frai.2025.1551661/full |
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| author | M. Balamurugan Kamala Narayanan N. Raghu G. B. Arjun Kumar V. N. Trupti |
| author_facet | M. Balamurugan Kamala Narayanan N. Raghu G. B. Arjun Kumar V. N. Trupti |
| author_sort | M. Balamurugan |
| collection | DOAJ |
| description | 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. |
| format | Article |
| id | doaj-art-98291a65d4a74b579b63f6478352b72b |
| institution | Kabale University |
| issn | 2624-8212 |
| language | English |
| publishDate | 2025-02-01 |
| publisher | Frontiers Media S.A. |
| record_format | Article |
| series | Frontiers in Artificial Intelligence |
| spelling | doaj-art-98291a65d4a74b579b63f6478352b72b2025-02-04T06:32:07ZengFrontiers Media S.A.Frontiers in Artificial Intelligence2624-82122025-02-01810.3389/frai.2025.15516611551661Role of artificial intelligence in smart grid – a mini reviewM. Balamurugan0Kamala Narayanan1N. Raghu2G. B. Arjun Kumar3V. N. Trupti4Department of EEE, Dayananda Sagar College of Engineering, Bangalore, IndiaDepartment of ECE, University of Nevada, Las Vegas, Las Vegas, NV, United StatesDepartment of EEE, Faculty of Engineering and Technology, JAIN (Deemed-to-be University), Bangalore, IndiaDepartment of EEE, Dayananda Sagar College of Engineering, Bangalore, IndiaDepartment of EEE, Faculty of Engineering and Technology, JAIN (Deemed-to-be University), Bangalore, IndiaA 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.https://www.frontiersin.org/articles/10.3389/frai.2025.1551661/fullsmart griddemand managementmachine learningdeep learningartificial intelligence |
| spellingShingle | M. Balamurugan Kamala Narayanan N. Raghu G. B. Arjun Kumar V. N. Trupti Role of artificial intelligence in smart grid – a mini review Frontiers in Artificial Intelligence smart grid demand management machine learning deep learning artificial intelligence |
| title | Role of artificial intelligence in smart grid – a mini review |
| title_full | Role of artificial intelligence in smart grid – a mini review |
| title_fullStr | Role of artificial intelligence in smart grid – a mini review |
| title_full_unstemmed | Role of artificial intelligence in smart grid – a mini review |
| title_short | Role of artificial intelligence in smart grid – a mini review |
| title_sort | role of artificial intelligence in smart grid a mini review |
| topic | smart grid demand management machine learning deep learning artificial intelligence |
| url | https://www.frontiersin.org/articles/10.3389/frai.2025.1551661/full |
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