Data Set and Helper Functions for Wind Farm Layout Optimization Problems
Downloads the larger data set for entire Germany.
Provides convenient computations for air density.
Computes the overlap area for the partial Jensen wake.
Stub for a turbine's cost function.
Environment for data and variables.
Variables object for wind farm specifications.
Convenience function to look-up values from a object returned by Gener...
For an incoming wind speed at reference height, this function computes...
Converts degrees between the arithmetic system and the azimuth system ...
Returns the angle between two turbines.
Simple helper function for PlotResult.
Returns average wind direction and direction standard deviation for a ...
Accesses full FarmData set and returns a compatible list object for th...
Converts Gauss-Kruger coordinates to FarmData indices.
Converts Gauss-Kruger coordinates to longitude/latitude coordinates.
Returns the elevation of a turbine's location.
Simple helper function for PlotResult.
Converts FarmData indices to Gauss-Kruger coordinates.
For a given distance x, computes the wake cone generated by a turbin...
For a given distance x, computes the penalty factor for a turbine's ...
Computes the four corner points of a Jensen trapezoid (or cone).
Converts longitude/latitude coordinates to Gauss-Kruger coordinates.
Returns Mosetti's cost model for a number of turbines.
Returns the Jensen wake penalty factor for a pair of turbines.
Computes the partial Jensen wake effect.
Visualizes the wind farm layout optimization result.
Checks whether a point is inside a polygon.
Computes the economic profit for a given wind farm layout configuratio...
Computes profit contributions for all points in a setup solution.
For an incoming wind speed at reference height, this function computes...
Visualizes the points causing/'suffering' from wake effects.
Helper function for ex-post wind direction dependence analysis
Checks whether all turbine locations provided satisfy the minimum dist...
Data set and functions for wind farm layout optimization.
Scales wind speeds to certain heights.
Scales wind speeds to certain heights.
Returns yearly yield for a turbine's location.
Provides a convenient data set, a set of helper functions, and a benchmark function for economically (profit) driven wind farm layout optimization. This enables researchers in the field of the NP-hard (non-deterministic polynomial-time hard) problem of wind farm layout optimization to focus on their optimization methodology contribution and also provides a realistic benchmark setting for comparability among contributions. See Croonenbroeck, Carsten & Hennecke, David (2020) <doi:10.1016/j.energy.2020.119244>.