Artificial intelligence (AI) is being increasingly used in electrical power systems1. It enables communication between smart grids, smart meters, and Internet of Things devices, leading to improved power management, efficiency, transparency, and increased use of renewable energy sources12. AI applications in power electronic systems cover design, control, and maintenance phases, addressing tasks such as optimization, classification, regression, and data structure exploration3.
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4.6. Protection Integrating artificial intelligence (AI) into power system protection has revolutionized how modern power systems operate, offering substantial improvements in reliability, speed, and precision.
Jul 20, 2022· Artificial intelligence (AI) has been one of the emerging areas in the community of electric power systems in recent years. In this supersession, leading experts from research, government and industrial organizations will discuss past achievements and future directions of AI or machine learning (ML) for power systems applications.
This reference book systematically treats the applications of AI in power electronics and renewable energy systems. The book begins with an introduction to AI in power systems, then subsequent chapters cover the use of AI for electric machine fault diagnosis, for power electronic reliability, design, and control, in dual-active-bridge converters; AI for distribution network
In this paper, the application of heuristic and optimization algorithms based on artificial intelligence (AI) is investigated on electrical power systems. Three distinct areas have been categorized
Dec 9, 2021· The high penetration of renewable energy sources, coupled with decommissioning of conventional power plants, leads to the reduction of power system inertia. This has negative repercussions on the transient stability of power systems. The purpose of this paper is to review the state-of-the-art regarding the application of artificial intelligence to the power system
Aug 4, 2020· 3. Introduction: Electrical power system is modifying day by day, so it has become very essential to establish modern technologies in Power System. Artificial Intelligence is one of these technologies, which can be used for number of purposes. Basically, AI is the ability using computers to perform some complex problems to solve, such as image recognition and to
Sep 18, 2020· This article gives an overview of the artificial intelligence (AI) applications for power electronic systems. The three distinctive life-cycle phases, design, control, and maintenance
Nov 30, 2021· Artificial Intelligence (AI) is a dynamic topic of research and development in a wide range of fields. Electric power system is no different. This special session is dedicated to the advances of AI techniques applied in this engineering domain. In general, all topics that apply cutting-edge AI technologies in electric power systems are
The applications of four categories of AI are discussed, which are expert system, fuzzy logic, metaheuristic method, and machine learning. More than 500 publications have been reviewed to identify the common understandings, practical implementation challenges, and research opportunities in the application of AI for power electronics.
Jul 17, 2024· Integrating artificial intelligence (AI) into power system protection has revolutionized how modern power systems operate, offering substantial improvements in reliability, speed,
Sep 1, 2020· In the twenty-first century, Artificial Intelligence has become one of the most advanced technologies employed in various sectors [1,2,3,4,5,6,7,8,9,10,11,12,13].The United Arab Emirates was the first country to launch AI Strategy in the region and world; that shows the adoption of AI in the Federal government''s strategic plans is inevitable [14,15,16].
Jul 9, 2024· This paper offers a comprehensive summary of some of the most recent research on artificial intelligence techniques used to DC Micro grids and electrical power system networks. Discover the world
Apr 20, 2021· How is Artificial Intelligence Used in Electrical Engineering and Computer Engineering? Many of the most promising achievements at the intersection of AI and electrical engineering have focused on power systems. For example, the Electric Power Research Institute reported on its efforts to create algorithms capable of identifying
Conferences > 2020 IEEE International Confe... In this paper, the application of heuristic and optimization algorithms based on artificial intelligence (AI) is investigated on electrical power systems. Three distinct areas have been categorized validating the application of AI methods in power systems.
Jan 2, 2024· This work aims to investigate the potential fire hazard stemming from the overheating of power equipment. The advent of the artificial intelligence era has facilitated the fusion of blockchain and Internet of Things (IoT) technologies. This work delves into the technical standards for IoT equipment monitoring and smart grid communication, and the IoT
Jun 12, 2024· For the electric power system, which is a critical enabler for the transition to a sustainable and intelligent energy system (Smart Grid or SG), effective AM practices can optimize the utilization and lifespan of equipment. Moreover, the reliability centered maintenance (RCM) method emerges as a structured approach focusing on reliability when
Nov 17, 2023· As different artificial intelligence (AI) techniques continue to evolve, power systems are undergoing significant technological changes with the primary goal of reducing computational time,...
Nov 2, 2023· One of the most common uses for AI by the energy sector has been to improve predictions of supply and demand. Developing a greater understanding of both when
By implementing AI, power electronic systems are embedded with capabilities of self-awareness and self-adaptability, and therefore, the system autonomy can be improved. Manuscript
Apr 10, 2023· The application of artificial intelligence (AI) has emerged as a potential strategy to improve the control, fault detection, energy management, and design optimisation of power electronics and
Mar 27, 2015· 3. Power Systems and Artificial Intelligence • An electric power system is a network of electrical components used to supply, transmit and use electric power. Power system engineering deals with the generation,
Application of Statistical Relational Artificial Intelligence in New Electric Power Systems. Submission deadline: Wednesday, 30 April 2025 Expected Publication Month: October 2025 . The integration of StarAI in new electric power systems, including power electronics, represents a cutting-edge approach of paramount importance and relevance
Aug 1, 2022· Due to this challenge, in the last couple of years new techniques and principles are being developed to improve the explainability of machine learning models, so that their output can be better understood. This concept is known in the literature as Explainable Artificial Intelligence (XAI) [3].The goal of XAI is to help researchers, developers, domain experts, and users to
Due to the energy transition and the distribution of electricity generation, distribution power systems gain a lot of attention as their importance increases and new challenges in operation emerge. The integration of renewables and electric vehicles for instance leads to manifold changes in the system, e.g. participation in provision of ancillary services. To solve these
Apr 22, 2021· The smart grid is enabling the collection of massive amounts of high-dimensional and multi-type data about the electric power grid operations, by integrating advanced metering infrastructure, control technologies, and communication technologies. However, the traditional modeling, optimization, and control technologies have many limitations in processing the data;
Feb 16, 2022· Jan Weustink views knowledge graphs as a key prerequisite turning the vision of an autopilot for complex large-scale power stations into reality. The controller needed for the purpose requires artificial intelligence. Unlike with humans, however, it''s difficult to train an AI system on an entire power station all at once.
Aug 13, 2024· This systematic review paper examines the current integration of artificial intelligence into energy management systems for electric vehicles. Using the preferred reporting items for systematic reviews and meta-analyses (PRISMA) methodology, 46 highly relevant articles were systematically identified from extensive literature research. Recent
Dec 2, 2022· Sanjeevikumar Padmanaban, PhD, is a Full Professor with the Department of Electrical Engineering, IT and Cybernetics, at the University of South-Eastern Norway, Porsgrunn, Norway. He serves as an Editor/Associate Editor/Editorial Board Member of many refereed journals, in particular, the IEEE Systems Journal, the IEEE Access Journal, IEEE Transactions
As different artificial intelligence (AI) techniques continue to evolve, power systems are undergoing significant technological changes with the primary goal of reducing computational time, decreasing utility and consumer costs and ensuring the reliable operation of an electrical power system.
May 18, 2024· In order to increase the precision and effectiveness of power system analysis and fault diagnosis, this study aims to assess the power systems in the energy sector while utilizing artificial
Applications of Artificial Intelligence in Distribution Power System Operation. Publisher: IEEE. Cite This. PDF. Simon Stock; Davood Babazadeh; Christian Becker. All Authors. 18. Cites in.
His research interests include artificial intelligence, power systems, power quality, optimization algorithms, and intelligent systems. He has published over 18 research papers in peer-reviewed reputed journals, chapters, and conferences. Book Title: Intelligent Methods in Electrical Power Systems. Editors: Chetan B. Khadse, Ishaan R. Kale
Sep 18, 2020· This article gives an overview of the artificial intelligence (AI) applications for power electronic systems. The three distinctive life-cycle phases, design, control, and maintenance are correlated with one or more tasks to be addressed by AI, including optimization, classification, regression, and data structure exploration. The applications of four categories of AI are
Jan 1, 2024· We consider six AI domains (reasoning, planning, learning, communication, perception, integration & interaction) and 19 use cases from the power supply chain (i.e.,
Apr 30, 2023· Advances in machine learning and artificial intelligence (AI) techniques bring new opportunities to numerous intractable tasks for operation and control in modern electric distribution systems. Nevertheless, AI applications for such grids as cyber-physical systems encounter multifaceted challenges, e.g., high requirements for the quality and quantity of
Dec 2, 2022· Artificial Intelligence-based Smart Power Systems presents advanced technologies used in various aspects of smart power systems, especially grid-connected and industrial
Jul 19, 2023· This Special Issue, "Application of Artificial Intelligence in Power System Monitoring and Fault Diagnosis", aims to introduce the latest advances in this field and discusses the application of AI technology in power system modeling and control, state estimation, performance diagnosis, and prognosis, among other fields.
Artificial Intelligence Technologies for Electric Power Systems . Submission Deadline: 31 December 2019 IEEE Access invites manuscript submissions in the area of Artificial Intelligence Technologies for Electric Power Systems.. As the main energy supply system and the most complicated artificial system, the electric power system is undergoing revolutionary changes,
The artificial intelligence (AI) is part of the modern Power Systems. It is used in protection and control of electrical lines and transformers with good results, in the future will be widely used for implementing the smart grid. Any research is getting closer to an...
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