DSWE: Data Science for Wind Energy

Data science methods used in wind energy applications. Current functionalities include creating a multi-dimensional power curve model, performing power curve function comparison, covariate matching, and energy decomposition. Relevant works for the developed functions are: funGP() - Prakash et al. (2022) <doi:10.1080/00401706.2021.1905073>, AMK() - Lee et al. (2015) <doi:10.1080/01621459.2014.977385>, tempGP() - Prakash et al. (2022) <doi:10.1080/00401706.2022.2069158>, ComparePCurve() - Ding et al. (2021) <doi:10.1016/j.renene.2021.02.136>, deltaEnergy() - Latiffianti et al. (2022) <doi:10.1002/we.2722>, syncSize() - Latiffianti et al. (2022) <doi:10.1002/we.2722>, imptPower() - Latiffianti et al. (2022) <doi:10.1002/we.2722>, All other functions - Ding (2019, ISBN:9780429956508).

Version:	1.8.2
Depends:	R (≥ 3.5.0)
Imports:	Rcpp (≥ 1.0.4.6) , matrixStats (≥ 0.55.0) , FNN (≥ 1.1.3) , KernSmooth (≥ 2.23-16) , mixtools (≥ 1.1.0), gss (≥ 2.2-2), e1071 (≥ 1.7-3), stats (≥ 3.5.0), dplyr (≥ 1.0.9), xgboost (≥ 1.7.7.1)
LinkingTo:	Rcpp (≥ 1.0.4.6) , RcppArmadillo (≥ 0.9.870.2.0)
Published:	2024-02-17
Author:	Nitesh Kumar [aut], Abhinav Prakash [aut], Yu Ding [aut, cre], Effi Latiffianti [ctb, cph], Ahmadreza Chokhachian [ctb, cph]
Maintainer:	Yu Ding <yuding2007 at gmail.com>
BugReports:	https://github.com/TAMU-AML/DSWE-Package/issues
License:	MIT + file LICENSE
URL:	https://github.com/TAMU-AML/DSWE-Package, https://aml.engr.tamu.edu/book-dswe/
NeedsCompilation:	yes
CRAN checks:	DSWE results

Documentation:

Reference manual:

DSWE.pdf

Downloads:

Package source:	DSWE_1.8.2.tar.gz
Windows binaries:	r-devel: DSWE_1.8.2.zip, r-release: DSWE_1.8.2.zip, r-oldrel: DSWE_1.8.2.zip
macOS binaries:	r-release (arm64): DSWE_1.8.2.tgz, r-oldrel (arm64): DSWE_1.8.2.tgz, r-release (x86_64): DSWE_1.8.2.tgz, r-oldrel (x86_64): DSWE_1.8.2.tgz
Old sources:	DSWE archive

Linking:

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