FlowFormer: A Foundational Transformer Model for Full-Flow-Field Wind Farm Wake Modelling using High-Fidelity LES Data
FlowFormer is a foundational model designed for high-accuracy wind farm wake modelling using high-fidelity Large Eddy Simulation (LES) data. The model is built on advanced transformer architectures, enabling precise flow field predictions essential for optimising wind farm layouts and improving the control strategy, thereby enhancing overall energy efficiency.
Explore FlowFormer's capabilities and performance through the following demonstration videos:
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Video 1: Single-turbine wake prediction with the turbine operating in freestream condition
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Video 2: Single-turbine wake prediction with the turbine operating in the front turbine’s wake
