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Support structure mass surrogate for offshore wind turbines

Project description

pipeline status coverage report DOI PyPi License # Support Structure Mass Surrogate

Surrogate model of support structure mass for offshore wind turbines

Surrogate models of Tower Mass, Monopile Mass and Total Mass of support structures for offshore wind turbines. Quadratic Least Squares The model is trained with the Quadratic Least Squares (QLS) regression. To load the models run the load_QLS script. Requires openturns and scikit learn

Source code repository (and issue tracker):

https://gitlab.windenergy.dtu.dk/TOPFARM/basic-plugins/support-structure-mass-surrogate

License:

MIT

Documentation, installation, etc:

https://topfarm.pages.windenergy.dtu.dk/basic-plugins/support-structure-mass-surrogate/.

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