plot_windfarmGA: Plot the results of an optimization run

In YsoSirius/windfarmGA: Genetic Algorithm for Wind Farm Layout Optimization

Plot the results of an optimization run

Description

Plot the results of a genetic algorithm run with given inputs. Several plots try to show all relevant effects and outcomes of the algorithm. 6 plot methods are available that can be selected individually.

Usage

plot_windfarmGA(
  result,
  Polygon1,
  whichPl = "all",
  best = 1,
  plotEn = 1,
  weibullsrc
)

Arguments

result	The output of genetic_algorithm
Polygon1	The considered area as SpatialPolygon, SimpleFeature Polygon or coordinates as matrix/data.frame
whichPl	Which plots should be shown: 1-6 are possible. The default is "all" which shows all available plots
best	A numeric value indicating how many of the best individuals should be plotted
plotEn	A numeric value that indicates if the best energy or efficiency output should be plotted. 1 plots the best energy solutions and 2 plots the best efficiency solutions
weibullsrc	A list of Weibull parameter rasters, where the first list item must be the shape parameter raster 'k' and the second item must be the scale parameter raster 'a' of the Weibull distribution. If no list is given, then rasters included in the package are used instead, which currently only cover Austria. This variable is only used if weibull = TRUE.

Value

Returns NULL. Used for plotting

See Also

Other Plotting Functions: plot_cloud(), plot_development(), plot_evolution(), plot_fitness_evolution(), plot_heatmap(), plot_parkfitness(), plot_result(), plot_windrose(), random_search_single()

Examples

library(sf)
Polygon1 <- sf::st_as_sf(sf::st_sfc(
  sf::st_polygon(list(cbind(
    c(4498482, 4498482, 4499991, 4499991, 4498482),
    c(2668272, 2669343, 2669343, 2668272, 2668272)
  ))),
  crs = 3035
))

## Plot the results of a hexagonal grid optimization
plot_windfarmGA(resulthex, Polygon1, whichPl = "all", best = 1, plotEn = 1)

## Plot the results of a rectangular grid optimization
plot_windfarmGA(resultrect, Polygon1, whichPl = "all", best = 1, plotEn = 1)

YsoSirius/windfarmGA documentation built on March 13, 2024, 8:37 a.m.