Package: evprof 1.1.2
Marc Cañigueral
evprof: Electric Vehicle Charging Sessions Profiling and Modelling
Tools for modelling electric vehicle charging sessions into generic groups with similar connection patterns called "user profiles", using Gaussian Mixture Models clustering. The clustering and profiling methodology is described in Cañigueral and Meléndez (2021, ISBN:0142-0615) <doi:10.1016/j.ijepes.2021.107195>.
Authors:
evprof_1.1.2.tar.gz
evprof_1.1.2.zip(r-4.5)evprof_1.1.2.zip(r-4.4)evprof_1.1.2.zip(r-4.3)
evprof_1.1.2.tgz(r-4.4-any)evprof_1.1.2.tgz(r-4.3-any)
evprof_1.1.2.tar.gz(r-4.5-noble)evprof_1.1.2.tar.gz(r-4.4-noble)
evprof_1.1.2.tgz(r-4.4-emscripten)evprof_1.1.2.tgz(r-4.3-emscripten)
evprof.pdf |evprof.html✨
evprof/json (API)
NEWS
# Install 'evprof' in R: |
install.packages('evprof', repos = c('https://mcanigueral.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/mcanigueral/evprof/issues
Last updated 6 months agofrom:aef11e5112. Checks:OK: 3 NOTE: 4. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Aug 25 2024 |
R-4.5-win | NOTE | Aug 25 2024 |
R-4.5-linux | NOTE | Aug 25 2024 |
R-4.4-win | NOTE | Aug 25 2024 |
R-4.4-mac | NOTE | Aug 25 2024 |
R-4.3-win | OK | Aug 25 2024 |
R-4.3-mac | OK | Aug 25 2024 |
Exports:choose_k_GMMcluster_sessionscut_sessionsdefine_clustersdetect_outliersdivide_by_disconnectiondivide_by_timecycledrop_outliersget_charging_rates_distributionget_connection_modelsget_daily_avg_n_sessionsget_daily_n_sessionsget_dbscan_paramsget_energy_modelsget_ev_modelplot_bivarGMMplot_density_2Dplot_density_3Dplot_division_linesplot_energy_modelsplot_histogramplot_histogram_gridplot_kNNdistplot_model_clustersplot_outliersplot_pointsread_ev_modelround_to_intervalsave_clustering_iterationssave_ev_modelset_profilessummarise_sessions
Dependencies:askpassbase64encbslibcachemclicolorspacecowplotcpp11crosstalkcurldata.tabledbscandigestdplyrevaluatefansifarverfastmapfontawesomefsgenericsggplot2gluegtablehighrhtmltoolshtmlwidgetshttrisobandjquerylibjsonliteknitrlabelinglaterlatticelazyevallifecyclelubridatemagrittrMASSMatrixmclustmemoisemgcvmimemunsellnlmeopensslpillarpkgconfigplotlypromisespurrrR6rappdirsRColorBrewerRcpprlangrmarkdownsassscalesstringistringrsystibbletidyrtidyselecttimechangetinytexutf8vctrsviridisLitewithrxfunyaml