Genetic Algorithm for Wind Farm Layout Optimization
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Documentation for package ‘windfarmGA’ version 5.0.0
Help Pages
| windfarmGA-package | windfarmGA: Genetic Algorithm for Wind Farm Layout Optimization |
| as_windfarmGA | Mark a genetic_algorithm result |
| barometric_height | Calculates Air Density, Air Pressure and Temperature according to the Barometric Height Formula |
| big_shape | A POLYGON with an area of ~70 km2 |
| calculate_energy | Calculate Energy Outputs of Individuals |
| circle_intersection | Get area of intersecting circles |
| crossover | Crossover Method |
| explore_result | Shiny explorer for a GA result |
| fitness | Evaluate the Individual Fitness values |
| ga_options | Get or set windfarmGA options |
| generation_layouts | Layouts evaluated in one generation |
| genetic_algorithm | Run a Genetic Algorithm to optimize a wind farm layout |
| get_dist_angles | Calculate distances and angles of possibly influencing turbines |
| get_grids | Map layouts to grid coordinates |
| grid_area | Make a grid from a Simple Feature Polygon |
| hexa_area | Polygon to Hexagonal Grids |
| hole_shape | A POLYGON with a hole |
| init_population | Create a random initial Population |
| isSpatial | Transform to Simple Feature Polygons |
| is_doparallel_installed | Is the package installed or not |
| is_elevatr_installed | Is the package installed or not |
| is_foreach_installed | Is the package installed or not |
| is_ggplot2_installed | Is the package installed or not |
| is_leaflet_installed | Is the package installed or not |
| is_parallel_installed | Is the package installed or not |
| is_plotly_installed | Is the package installed or not |
| is_shiny_installed | Is the package installed or not |
| multi_shape | A MULTIPOLYGON with 3 Polygons |
| mutation | Mutation Method |
| package_installed | Is the package installed or not |
| permutations | Enumerate the Combinations or Permutations of the Elements of a Vector |
| plot.windfarmGA | Mark a genetic_algorithm result |
| plot_cell_heatmap | Heatmap of probed grid cells |
| plot_cloud | Per-generation fitness / efficiency / energy |
| plot_development | When the best layout improved |
| plot_evolution | Energy and efficiency over generations |
| plot_generation | Plot all layouts of one generation |
| plot_leaflet | Plot a wind warm with leaflet |
| plot_parkfitness | Fitness and operator rates |
| plot_population | Plot population size, cells and efficiency |
| plot_power_curve | Manufacturer power curve |
| plot_random_search | Plot the result of a randomized output. |
| plot_result | Plot the best results |
| plot_viewshed | Plot visibility |
| plot_windfarmGA | Plot the results of an optimization run |
| plot_windrose | Plot a Windrose |
| population_census | Population size and diversity per generation |
| print.windfarmGA | Mark a genetic_algorithm result |
| random_search | Randomize the output of the Genetic Algorithm |
| random_search_single | Randomize the location of a single turbine |
| read_power_curve | Read a manufacturer or NREL/IEA power-curve table |
| resulthex | A resulting matrix of 'genetic_algorithm' with 10 iterations and a hexagonal grid derived from 'sp_polygon' |
| resultrect | A resulting matrix of 'genetic_algorithm' with 50 generations and a rectangular grid derived from 'sp_polygon' |
| selection | Selection Method |
| set_crossover | Set crossover of turbine layouts |
| splitAt | Split matrices or numeric vectors at specific indices |
| sp_polygon | The rectangular POLYGON used to create 'resultrect' & 'resulthex' |
| swap_mutation | Swap mutation of turbine layouts |
| terrain_model | Get terrainhic rasters |
| trimton | Adjust the amount of turbines per windfarm |
| turbine_influences | Find potentially influencing turbines |
| wake_cones | Downwind wake search cones |
| windata_format | Transform Winddata |
| windfarmGA | windfarmGA: Genetic Algorithm for Wind Farm Layout Optimization |
| wind_from_series | Wind rose from speed and direction series |
| wind_from_uv | Wind rose from u/v components |