A collection of wind energy simulation tools

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  • License: MIT License
  • Author: Nikolay Dimitrov
  • Requires: Python >=3.7
  • Provides-Extra: docs , tests
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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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Project details

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Avatar for DTUWindEnergy from gravatar.com DTUWindEnergy Avatar for NikolayDimitrov from gravatar.com NikolayDimitrov

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  • License: MIT License
  • Author: Nikolay Dimitrov
  • Requires: Python >=3.7
  • Provides-Extra: docs , tests
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0.0.9 yanked

Reason this release was yanked:

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