147 citations · 639 across the 21 of their papers we have counts for
6 papers · 1 filter
Enhancing Elasticity Models: A Novel Corrective Source Term Approach for Accurate Predictions
Sondre Sørbø, Sindre Stenen Blakseth, Adil Rasheed +2
With the recent wave of digitalization, specifically in the context of safety-critical applications, there has been a growing need for computationally efficient, accurate, generali…
Enhancing wind field resolution in complex terrain through a knowledge-driven machine learning approach
Jacob Wulff Wold, Florian Stadtmann, Adil Rasheed +3
Atmospheric flows are governed by a broad variety of spatio-temporal scales, thus making real-time numerical modeling of such turbulent flows in complex terrain at high resolution…
Standalone, Descriptive, and Predictive Digital Twin of an Onshore Wind Farm in Complex Terrain
Florian Stadtmann, Adil Rasheed, Tore Rasmussen
In this work, a digital twin with standalone, descriptive, and predictive capabilities is created for an existing onshore wind farm located in complex terrain. A standalone digital…
CasTGAN: Cascaded Generative Adversarial Network for Realistic Tabular Data Synthesis
Abdallah Alshantti, Damiano Varagnolo, Adil Rasheed +2
Generative adversarial networks (GANs) have drawn considerable attention in recent years for their proven capability in generating synthetic data which can be utilised for multiple…
Demonstration of a Standalone, Descriptive, and Predictive Digital Twin of a Floating Offshore Wind Turbine
Florian Stadtmann, Henrik Gusdal Wassertheurer, Adil Rasheed
Digital Twins bring several benefits for planning, operation, and maintenance of remote offshore assets. In this work, we explain the digital twin concept and the capability level…
Digital Twins in Wind Energy: Emerging Technologies and Industry-Informed Future Directions
Florian Stadtman, Adil Rasheed, Trond Kvamsdal +21
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 c…