Search Results for author: Florian Stadtmann

Found 4 papers, 1 papers with code

Data Integration Framework for Virtual Reality Enabled Digital Twins

no code implementations4 Jan 2024 Florian Stadtmann, Hary Pirajan Mahalingam, Adil Rasheed

In this work, a data integration framework for static and real-time data from various sources on the assets and their environment is presented that allows collecting and processing of data in Python and deploying the data in real-time through Unity on different devices, including virtual reality headsets.

Data Integration Unity

Enhancing wind field resolution in complex terrain through a knowledge-driven machine learning approach

1 code implementation18 Sep 2023 Jacob Wulff Wold, Florian Stadtmann, Adil Rasheed, Mandar Tabib, Omer San, Jan-Tore Horn

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 computationally intractable.

Super-Resolution

Standalone, Descriptive, and Predictive Digital Twin of an Onshore Wind Farm in Complex Terrain

no code implementations5 Jul 2023 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.

Descriptive

Demonstration of a Standalone, Descriptive, and Predictive Digital Twin of a Floating Offshore Wind Turbine

no code implementations3 Apr 2023 Florian Stadtmann, Henrik Gusdal Wassertheurer, Adil Rasheed

Furthermore, we demonstrate a standalone digital twin, a descriptive digital twin, and a prescriptive digital twin of an operational floating offshore wind turbine.

Decision Making Descriptive +1

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