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] 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 …

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 …

Advancements on Grid Compliance in Wind Power: Component & Subsystem Testing, Software-/Hardware-in-the-Loop, and Digital Twins

GMG Guerreiro, F Martin, T Dreyer, G Yang… - IEEE …, 2024 - ieeexplore.ieee.org
The rapid expansion of wind power needs increased efforts in establishing rules for
connecting wind power plants (WPPs) through grid codes and standards. This makes grid …

On Future Power Systems Digital Twins: Towards a Standard Architecture

W Zomerdijk, P Palensky, T AlSkaif… - arXiv preprint arXiv …, 2024 - arxiv.org
The energy sector's digital transformation brings mutually dependent communication and
energy infrastructure, tightening the relationship between the physical and the digital world …

Virtual Sensor for Real-Time Bearing Load Prediction Using Heterogeneous Temporal Graph Neural Networks

M Zhao, C Taal, S Baggerohr, O Fink - arXiv preprint arXiv:2404.02304, 2024 - arxiv.org
Accurate bearing load monitoring is essential for their Prognostics and Health Management
(PHM), enabling damage assessment, wear prediction, and proactive maintenance. While …

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 …

A proactive decision-making model for evaluating the reliability of infrastructure assets of a railway system

DO Aikhuele, S Sorooshian - Information, 2024 - mdpi.com
Railway infrastructure is generally classified as either fixed or movable infrastructure assets.
Failure in any of the assets could lead to the complete shutdown and disruption of the entire …