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 …

[HTML][HTML] Physics-guided federated learning as an enabler for digital twins

F Stadtmann, ER Furevik, A Rasheed… - Expert Systems with …, 2024 - Elsevier
Digital twins bring the potential to increase the efficiency of assets, systems, and processes
by building virtual replicas through real-time data and modeling. However, data are often …

Diagnostic digital twin for anomaly detection in floating offshore wind energy

F Stadtmann, A Rasheed - International …, 2024 - asmedigitalcollection.asme.org
The demand for condition-based and predictive maintenance is rising across industries,
especially for remote, high-value, and high-risk assets. In this article, the diagnostic digital …

Predictive Digital Twin for Condition Monitoring Using Thermal Imaging

D Menges, F Stadtmann, H Jordheim… - arXiv preprint arXiv …, 2024 - arxiv.org
This paper explores the development and practical application of a predictive digital twin
specifically designed for condition monitoring, using advanced mathematical models and …

Digital Twin for Wind Energy: Latest Updates From the NorthWind Project

A Rasheed, F Stadtmann, E Fonn… - International …, 2024 - asmedigitalcollection.asme.org
NorthWind, a collaborative research initiative supported by the Research Council of Norway,
industry stakeholders, and research partners, aims to advance cutting-edge research and …

[PDF][PDF] Preconstruction estimation predictions through digital twin functionality by integrating IoT-enabled BIM with real-time sensor data

BA Demiss, WA Elsaigh - … in Developing Countries: A 10-Year …, 2025 - library.oapen.org
During preconstruction, forecasting construction estimations faces challenges due to
conventional techniques lacking real-time data, resulting in imprecise forecasts. Integrating …

Advanced Data Analytics in Green Finance: Blockchain and Digital Twin Integration

A Rahman, M Khan, B Attom… - … Blockchain-Digital Twin …, 2024 - igi-global.com
This chapter explores how cutting-edge technologies, such as big data analytics, digital
twins, and blockchain, are revolutionizing the green finance industry. It examines how these …

[PDF][PDF] ECPPM 2024

JH Bartels, R Xu, S Marx, D Märtins, D Schuster… - researchgate.net
This study presents a comprehensive overview of the digital twin concept with a specific
focus on its applications in the wind energy industry. In civil engineering, the concept and …