Package: SmartMeterAnalytics
Type: Package
Title: Methods for Smart Meter Data Analysis
Version: 1.1.1
Date: 2025-04-18
Authors@R: c(
    person(given = "Konstantin", 
           family = "Hopf", 
           role = c("aut", "cre"),
           email = "konstantin.hopf@uni-bamberg.de", 
           comment = c(ORCID = "0000-0002-5452-0672")),
    person(given   = "Andreas", 
           family = "Weigert", 
           role = "ctb",
           email = "andreas.weigert@uni-bamberg.de"), 
    person(given = "Ilya", 
           family = "Kozlovskiy", 
           role = "ctb",
           email = "ilya.kozlovskiy@uni-bamberg.de"), 
    person(given = "Thorsten", 
           family = "Staake", 
           role = "ctb",
           email = "thorsten.staake@uni-bamberg.de", 
           comment = c(ORCID = "0000-0003-1399-4676")))
Description: Methods for analysis of energy consumption data
        (electricity, gas, water) at different data measurement
        intervals. The package provides feature extraction methods and
        algorithms to prepare data for data mining and machine learning
        applications. Deatiled descriptions of the methods and their
        application can be found in Hopf (2019, ISBN:978-3-86309-669-4)
        "Predictive Analytics for Energy Efficiency and Energy
        Retailing" <doi:10.20378/irbo-54833> and Hopf et al. (2016)
        <doi:10.1007/s12525-018-0290-9> "Enhancing energy efficiency in
        the residential sector with smart meter data analytics".
License: MIT + file LICENSE
Encoding: UTF-8
RoxygenNote: 7.3.2
Imports: plyr, futile.logger, FNN, stinepack, zoo
Suggests: stringr, knitr, rmarkdown, ROCR, randomForest, caret, dplyr
NeedsCompilation: no
Packaged: 2026-10-19 11:20:34 UTC; root
Author: Konstantin Hopf [aut, cre]
        (<https://orcid.org/0000-0002-5452-0672>), Andreas Weigert
        [ctb], Ilya Kozlovskiy [ctb], Thorsten Staake [ctb]
        (<https://orcid.org/0000-0003-1399-4676>)
Maintainer: Konstantin Hopf <konstantin.hopf@uni-bamberg.de>
Repository: https://hopfkons.r-universe.dev
Date/Publication: 2025-04-19 21:32:04 UTC
RemoteUrl: https://github.com/cran/SmartMeterAnalytics
RemoteRef: HEAD
RemoteSha: 0169ab28cf3df94b8d3cf01da8b7936fd35497e6