Digital twins in wind energy: Emerging technologies and industry-informed future directions

F Stadtmann, A Rasheed, T Kvamsdal… - IEEE …, 2023 - ieeexplore.ieee.org
This article presents a comprehensive overview of the digital twin technology and its
capability levels, with a specific focus on its applications in the wind energy industry. It …

Digital twin: Values, challenges and enablers from a modeling perspective

A Rasheed, O San, T Kvamsdal - IEEE access, 2020 - ieeexplore.ieee.org
Digital twin can be defined as a virtual representation of a physical asset enabled through
data and simulators for real-time prediction, optimization, monitoring, controlling, and …

[HTML][HTML] A deep learning enabler for nonintrusive reduced order modeling of fluid flows

S Pawar, SM Rahman, H Vaddireddy, O San… - Physics of …, 2019 - pubs.aip.org
In this paper, we introduce a modular deep neural network (DNN) framework for data-driven
reduced order modeling of dynamical systems relevant to fluid flows. We propose various …

Digital twin: Values, challenges and enablers

A Rasheed, O San, T Kvamsdal - arxiv preprint arxiv:1910.01719, 2019 - arxiv.org
A digital twin can be defined as an adaptive model of a complex physical system. Recent
advances in computational pipelines, multiphysics solvers, artificial intelligence, big data …

Predictive digital twin for wind energy systems: a literature review

E Kandemir, A Hasan, T Kvamsdal… - Energy …, 2024 - Springer
In recent years, there has been growing interest in digital twin technology in both industry
and academia. This versatile technology has found applications across various industries …

[HTML][HTML] Parametric analysis using cfd to study the impact of geometric and numerical modeling on the performance of a small scale horizontal axis wind turbine

MS Siddiqui, MH Khalid, AW Badar, M Saeed, T Asim - Energies, 2022 - mdpi.com
The reliance on Computational Fluid Dynamics (CFD) simulations has drastically increased
over time to evaluate the aerodynamic performance of small-scale wind turbines. With the …

[HTML][HTML] A numerical investigation to analyze effect of turbulence and ground clearance on the performance of a roof top vertical–axis wind turbine

MS Siddiqui, MH Khalid, R Zahoor, FS Butt, M Saeed… - Renewable Energy, 2021 - Elsevier
Recent attempts to discover energy–efficient and cost–effective power generation systems
unleash tremendous capabilities of urban rooftops vertical–axis wind turbines (VAWT). Their …

[HTML][HTML] Reduced order model of offshore wind turbine wake by proper orthogonal decomposition

MS Siddiqui, STM Latif, M Saeed, M Rahman… - International Journal of …, 2020 - Elsevier
A wide range of previously designed methods for faster parametrization of partial differential
equations requires them to be solved using existing finite volume, finite element, and finite …

[HTML][HTML] Reduced-order modelling applied to the multigroup neutron diffusion equation using a nonlinear interpolation method for control-rod movement

CE Heaney, AG Buchan, CC Pain, S Jewer - Energies, 2021 - mdpi.com
Producing high-fidelity real-time simulations of neutron diffusion in a reactor is
computationally extremely challenging, due, in part, to multiscale behaviour in energy and …

Influence of turbulent coherent structures on the performance and wake of a wind turbine

Y Wang, R Guan, L Wang, P Lu - European Journal of Mechanics-B/Fluids, 2024 - Elsevier
Wind energy in the atmospheric boundary layer serves as the primary source for energy
absorption and structural load on wind turbines. However, the impact of turbulent coherent …