windfarmGA

Genetic Algorithm for Wind Farm Layout Optimization

The genetic algorithm is designed to optimize small wind farms with irregular shapes. The algorithm works with a fixed amount of turbines, a fixed rotor radius and a mean wind speed value for every incoming wind direction. If required, it can include a terrain effect model which downloads an 'SRTM' elevation model automatically and loads a Corine Land Cover raster, which has to be downloaded previously. Further information can be found in the description of the function 'windfarmGA'. To start an optimization run, either the function 'windfarmGA' or 'genAlgo' can be used. The function 'windfarmGA' checks the user inputs interactively and then runs the function 'genAlgo'. If the input parameters are already known, an optimization can be run directly via the function 'genAlgo'. Their output is identical.

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Description file content

Package
windfarmGA
Title
Genetic Algorithm for Wind Farm Layout Optimization
Version
1.2.1
Date
2018-03-24
Author
Sebastian Gatscha
Maintainer
Sebastian Gatscha
Description
The genetic algorithm is designed to optimize small wind farms with irregular shapes. The algorithm works with a fixed amount of turbines, a fixed rotor radius and a mean wind speed value for every incoming wind direction. If required, it can include a terrain effect model which downloads an 'SRTM' elevation model automatically and loads a Corine Land Cover raster, which has to be downloaded previously. Further information can be found in the description of the function 'windfarmGA'. To start an optimization run, either the function 'windfarmGA' or 'genAlgo' can be used. The function 'windfarmGA' checks the user inputs interactively and then runs the function 'genAlgo'. If the input parameters are already known, an optimization can be run directly via the function 'genAlgo'. Their output is identical.
Depends
R (>= 3.2.3)
Imports
rgdal (>= 1.0-4), raster (>= 2.5-2), sp (>= 1.2-2), dplyr (>= 0.5.0), data.table (>= 1.9.6), gtools (>= 3.5.0), maptools (>= 0.8-36), calibrate (>= 1.7.2), geoR (>= 1.7-5.1), gstat (>= 1.0-26), ggplot2 (>= 2.2.0), RColorBrewer (>= 1.1-2), rgeos (>= 0.3-11), RgoogleMaps (>= 1.2.0.7), googleVis (>= 0.5.9), foreach (>= 1.4.3), parallel (>= 3.4.1), doParallel (>= 1.0.11), rgl (>= 0.96.0), leaflet (>= 1.1.0), methods (>= 3.2.5), spatstat (>= 1.42-2), RandomFields (>= 3.1.50), magrittr (>= 1.5), grDevices, graphics, stats, utils
LazyData
TRUE
License
MIT + file LICENSE
URL
BugReports
https://github.com/YsoSirius/windfarmGA/issues
RoxygenNote
6.0.1
NeedsCompilation
no
Packaged
2018-03-25 02:37:50 UTC; Bobo
Repository
CRAN
Date/Publication
2018-03-25 03:36:24 UTC

install.packages('windfarmGA')

1.2.1

8 months ago

https://github.com/YsoSirius/windfarmGA

Sebastian Gatscha

MIT + file LICENSE

Depends on

R (>= 3.2.3)

Imports

rgdal (>= 1.0-4), raster (>= 2.5-2), sp (>= 1.2-2), dplyr (>= 0.5.0), data.table (>= 1.9.6), gtools (>= 3.5.0), maptools (>= 0.8-36), calibrate (>= 1.7.2), geoR (>= 1.7-5.1), gstat (>= 1.0-26), ggplot2 (>= 2.2.0), RColorBrewer (>= 1.1-2), rgeos (>= 0.3-11), RgoogleMaps (>= 1.2.0.7), googleVis (>= 0.5.9), foreach (>= 1.4.3), parallel (>= 3.4.1), doParallel (>= 1.0.11), rgl (>= 0.96.0), leaflet (>= 1.1.0), methods (>= 3.2.5), spatstat (>= 1.42-2), RandomFields (>= 3.1.50), magrittr (>= 1.5), grDevices, graphics, stats, utils

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