# Data Science for Wind Energy

## Documentation for package ‘DSWE’ version 1.8.3

- DESCRIPTION file.

## Help Pages

AMK | Additive Multiplicative Kernel Regression
ComparePCurve | Power curve comparison
ComputeWeightedDifference | Percentage weighted difference between power curves
CovMatch | Covariate Matching
data1 | Wind Energy data set containing 47,542 data points
data2 | Wind Energy data set containing 48,068 data points
deltaEnergy | Energy decomposition for wind turbine performance comparison
funGP | Function comparison using Gaussian Process and Hypothesis testing
imptPower | Power imputation
KnnPCFit | KNN : Fit
KnnPredict | KNN : Predict
KnnUpdate | KNN : Update
predict.tempGP | predict from temporal Gaussian process
SplinePCFit | Smoothing spline Anova method
SvmPCFit | SVM based power curve modelling
syncSize | Data synchronization
tempGP | temporal Gaussian process
updateData | Updating data in a model
updateData.tempGP | Update the data in a tempGP object
XgbPCFit | xgboost based power curve modelling