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Towards Leveraging Digital Twin Technology in Renewable Energy Microgrids: Applications and Challenges

Microgrid is one of the reliable power systems that integrates complex renewable energy sources. Along with the increasing global demand for electricity and the widespread adoption of renewable energy, the operation, management, and control of safe and reliable energy distribution have become more u...

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Main Authors:	Li S., Tan C.W., Lau K.Y., Toh C.L., Ayob S.M., Yang M.
Other Authors:	59550394300
Format:	Conference paper
Published:	Institute of Electrical and Electronics Engineers Inc. 2025
Subjects:	Microgrids Challenge Framework Global demand Management and controls Microgrid Operation management Operations control Power Renewable energies Renewable energy source Clean energy
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id	my.uniten.dspace-36843
record_format	dspace
spelling	my.uniten.dspace-368432025-03-03T15:45:07Z Towards Leveraging Digital Twin Technology in Renewable Energy Microgrids: Applications and Challenges Li S. Tan C.W. Lau K.Y. Toh C.L. Ayob S.M. Yang M. 59550394300 35216732200 37665178700 8690228000 8400307300 57204807812 Microgrids Challenge Framework Global demand Management and controls Microgrid Operation management Operations control Power Renewable energies Renewable energy source Clean energy Microgrid is one of the reliable power systems that integrates complex renewable energy sources. Along with the increasing global demand for electricity and the widespread adoption of renewable energy, the operation, management, and control of safe and reliable energy distribution have become more urgent than ever before. Microgrid digital twins provide promising solutions to these challenges. This review introduces the concepts of microgrids and digital twins along with their key features, and a conceptual framework for establishing microgrid digital twins is proposed. Explored various applications of digital twins in microgrids, including design and validation, monitoring and management, prediction, safety and fault diagnosis, education, and technical training. Finally, the challenges that microgrid digital twins may face in future studies are discussed. The review concludes that microgrid digital twins not only enhance system efficiency and reliability but also provide critical insights for future developments in energy management and operational resilience. Additionally, it offers researchers a comprehensive overview of the development and application of microgrid digital twins, further facilitating the advancement of digital twin technologies in the power system sector. ?2024 IEEE. Final 2025-03-03T07:45:07Z 2025-03-03T07:45:07Z 2024 Conference paper 10.1109/PECON62060.2024.10827550 2-s2.0-85217398481 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85217398481&doi=10.1109%2fPECON62060.2024.10827550&partnerID=40&md5=df7b7684060c0b5900bb6797ebb50f96 https://irepository.uniten.edu.my/handle/123456789/36843 86 91 Institute of Electrical and Electronics Engineers Inc. Scopus
institution	Universiti Tenaga Nasional
building	UNITEN Library
collection	Institutional Repository
continent	Asia
country	Malaysia
content_provider	Universiti Tenaga Nasional
content_source	UNITEN Institutional Repository
url_provider	http://dspace.uniten.edu.my/
topic	Microgrids Challenge Framework Global demand Management and controls Microgrid Operation management Operations control Power Renewable energies Renewable energy source Clean energy
spellingShingle	Microgrids Challenge Framework Global demand Management and controls Microgrid Operation management Operations control Power Renewable energies Renewable energy source Clean energy Li S. Tan C.W. Lau K.Y. Toh C.L. Ayob S.M. Yang M. Towards Leveraging Digital Twin Technology in Renewable Energy Microgrids: Applications and Challenges
description	Microgrid is one of the reliable power systems that integrates complex renewable energy sources. Along with the increasing global demand for electricity and the widespread adoption of renewable energy, the operation, management, and control of safe and reliable energy distribution have become more urgent than ever before. Microgrid digital twins provide promising solutions to these challenges. This review introduces the concepts of microgrids and digital twins along with their key features, and a conceptual framework for establishing microgrid digital twins is proposed. Explored various applications of digital twins in microgrids, including design and validation, monitoring and management, prediction, safety and fault diagnosis, education, and technical training. Finally, the challenges that microgrid digital twins may face in future studies are discussed. The review concludes that microgrid digital twins not only enhance system efficiency and reliability but also provide critical insights for future developments in energy management and operational resilience. Additionally, it offers researchers a comprehensive overview of the development and application of microgrid digital twins, further facilitating the advancement of digital twin technologies in the power system sector. ?2024 IEEE.
author2	59550394300
author_facet	59550394300 Li S. Tan C.W. Lau K.Y. Toh C.L. Ayob S.M. Yang M.
format	Conference paper
author	Li S. Tan C.W. Lau K.Y. Toh C.L. Ayob S.M. Yang M.
author_sort	Li S.
title	Towards Leveraging Digital Twin Technology in Renewable Energy Microgrids: Applications and Challenges
title_short	Towards Leveraging Digital Twin Technology in Renewable Energy Microgrids: Applications and Challenges
title_full	Towards Leveraging Digital Twin Technology in Renewable Energy Microgrids: Applications and Challenges
title_fullStr	Towards Leveraging Digital Twin Technology in Renewable Energy Microgrids: Applications and Challenges
title_full_unstemmed	Towards Leveraging Digital Twin Technology in Renewable Energy Microgrids: Applications and Challenges
title_sort	towards leveraging digital twin technology in renewable energy microgrids: applications and challenges
publisher	Institute of Electrical and Electronics Engineers Inc.
publishDate	2025
_version_	1825816195845062656
score	13.244109

Towards Leveraging Digital Twin Technology in Renewable Energy Microgrids: Applications and Challenges

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