A collection of wind energy simulation tools
Project description
Hipersim
Introduction
Hipersim is a collection of tools for computationally-efficient simulation of Wind Energy problems using statistical and machine learning methods. Currently, the package contains the following submodules:
-
turbgen:
- Generation of 3D frozen turbulence fields ("turbulence boxes") with the Mann turbulence spectrum
- Constrained turbulence field generation and application of constraints on pre-generated turbulence fields
-
surrogates:
- A feedforward neural network toolbox, training and evaluation of feedforward neural networks.
- A set of tools for surrogate-based modeling and analysis of wind farms
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