Energy digital twin applications: a review

JVS Do Amaral, CH Dos Santos… - … and Sustainable Energy …, 2023 - Elsevier
Digital Twin-based (DT) decisions are becoming increasingly popular in several areas, and
the energy industry has been exploring the advantages of this approach. By creating …

[HTML][HTML] Unleashing the potential of sixth generation (6G) wireless networks in smart energy grid management: A comprehensive review

MH Alsharif, A Jahid, R Kannadasan, MK Kim - Energy Reports, 2024 - Elsevier
As the world continues to seek sustainable and efficient energy solutions, the integration of
advanced technologies into smart energy grid management (SEGM) becomes a paramount …

[HTML][HTML] The applications and challenges of digital twin technology in smart grids: a comprehensive review

N Mchirgui, N Quadar, H Kraiem, A Lakhssassi - Applied Sciences, 2024 - mdpi.com
This comprehensive review explores the applications and challenges of Digital Twin (DT)
technology in smart grids. As power grid systems rapidly evolve to meet the increasing …

Exploring the convergence of Metaverse, Blockchain, Artificial Intelligence, and digital twin for pioneering the digitization in the envision smart grid 3.0

M Adnan, I Ahmed, S Iqbal, MR Fazal, SJ Siddiqi… - Computers and …, 2024 - Elsevier
The ongoing evolution of the Metaverse, digital twin (DT), artificial intelligence (AI), and
Blockchain technologies is fundamentally transforming the utilization of sustainable energy …

[HTML][HTML] A digital twin solution for floating offshore wind turbines validated using a full-scale prototype

E Branlard, J Jonkman, C Brown… - Wind Energy …, 2024 - wes.copernicus.org
In this work, we implement, verify, and validate a physics-based digital twin solution applied
to a floating offshore wind turbine. The digital twin is validated using measurement data from …

Federated learning for solar energy applications: A case study on real-time fault detection

IA Abdelmoula, H Oufettoul, N Lamrini, S Motahhir… - Solar Energy, 2024 - Elsevier
Federated learning (FL) has recently gained popularity as a distributed machine learning
approach that protects privacy. However, this concept has not yet been extensively adopted …

[HTML][HTML] A critical review on intelligent-based techniques for detection and mitigation of cyberthreats and cascaded failures in cyber-physical power systems

OO Tooki, OM Popoola - Renewable Energy Focus, 2024 - Elsevier
The advent of advanced technologies in power and energy systems is fortifying the grid's
resilience and enhancing the availability of power supply through a network of electrical and …

A review on digital twin application in photovoltaic energy systems: challenges and opportunities

KT Alao, SIUH Gilani, K Sopian, TO Alao - JMST Advances, 2024 - Springer
As the global demand for sustainable energy solutions grows, photovoltaic (PV) power
plants are increasingly vital, especially with the integration of innovative technologies like …

Graph neural networks for virtual sensing in complex systems: Addressing heterogeneous temporal dynamics

M Zhao, C Taal, S Baggerohr, O Fink - arXiv preprint arXiv:2407.18691, 2024 - arxiv.org
Real-time condition monitoring is crucial for the reliable and efficient operation of complex
systems. However, relying solely on physical sensors can be limited due to their cost …

Review of data-driven techniques for on-line static and dynamic security assessment of modern power systems

F De Caro, AJ Collin, GM Giannuzzi, C Pisani… - IEEE …, 2023 - ieeexplore.ieee.org
The secure operation of the transmission grid is of primary importance for any power system
operator. However, the introduction of new technologies, market deregulation, and …