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

• DOI: 10.48550/arxiv.2307.02097
• Publication Date: 2023-01-01
• Authors: Florian Stadtmann; Adil Rasheed; Tore Rasmussen
• Keywords: Interface (matter); SCADA

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 implemented virtual-reality-enabled 3D interface using openly available data on the turbines their environment. Real SCADA from are used to elevate descriptive level. The complemented weather forecasts microscale model nested into Scandinavian meteorological forecasts, resources visualized inside human-machine interface. Finally, infer predictions hourly power production of each turbine whole 61 hours forecasting horizon. provides platform visual explanation prediction, it serves as basis future work twins.