Predictive digital twin for offshore wind farms

A Haghshenas, A Hasan, O Osen, ET Mikalsen - Energy Informatics, 2023 - Springer
digital twin for wind farm operation and predictive maintenance. To this end, we develop a
… Users are able to access the user interface in two different modes: operator mode and editor …

Simulation and visualization aspects of a digital twin for wind farms

AG Styve, A Hasan - Digital Twin Technology for the Energy Sector, 2025 - Elsevier
… showcasing wind turbines operating within a wind farm. This … sets related to the wind turbine’s
operation. This includes real-… interfaces, stakeholders can gain insights into the turbine’s …

Enhancing Reliability in Floating Offshore Wind Turbines through Digital Twin Technology: A Comprehensive Review

BQ Chen, K Liu, T Yu, R Li - Energies, 2024 - mdpi.com
… planning and predictive maintenance for wind farm operations, the digital twin (DT) technique
… Displayed in Figure 9 is the desktop interface of the DT visualisation tool RamView360, …

Machine learning-based digital twin for predictive modeling in wind turbines

M Fahim, V Sharma, TV Cao, B Canberk… - IEEE Access, 2022 - ieeexplore.ieee.org
… The model is based on operational data of SCADA units and a physics-based approach
to predict the … Similarly, each wind farm has an interface that connects the SCADA unit of …

DigiWind-An Open-Source Digital Twin Framework for Wind Energy Systems

M Wiens, G Steindl, C Tubeuf, F Birkelbach… - IEEE …, 2024 - ieeexplore.ieee.org
… using the Functional Mockup Interface. Overall, DigiWind offers a … digital twins in the wind
energy sector, enhancing wind farm … their wind turbinesdigital twins to optimize their operation

[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
… of using digital twin solutions to estimate fatigue loads on floating offshore wind turbines. A
… diagnostics aspect of the digital twin to inform operation and maintenance decisions. The …

Potentials of game engines for wind power digital twin development: an investigation of the Unreal Engine

JV Sørensen, Z Ma, BN Jørgensen - Energy Informatics, 2022 - Springer
… of digital twins and user interfaces for communicating with a … to benefit future digital twins
utilizing wind turbines. … version of a cyber-physical system to enhance the operation in …

Digital twin technology for wind turbine towers based on joint load–response estimation: A laboratory experimental study

Z Zhu, J Zhang, S Zhu, J Yang - Applied Energy, 2023 - Elsevier
Operating and maintenance cost is an important contributor to the LCOE of a wind farm. The
… In this study, d t ∈ ℝ n d represents the unknown interface loads between the RNA and WT …

Industrial digital twins in offshore wind farms

EE Ambarita, A Karlsen, F Scibilia, A Hasan - Energy Informatics, 2024 - Springer
… purposes in the operation of offshore wind farms. It enables … This study is called “electrical
energy consumption interface … that AAS can provide a customized interface for this purpose. …

[HTML][HTML] A digital twin-based framework for simulation and monitoring analysis of floating wind turbine structures

Y Liu, JM Zhang, YT Min, Y Yu, C Lin, ZZ Hu - Ocean Engineering, 2023 - Elsevier
… To ensure the healthy and stable operation of wind turbine systems during the operation
and maintenance (O&M) stage, timely detection, diagnosis, and elimination of faults are …