Please use this identifier to cite or link to this item: https://doi.org/10.1016/j.enbuild.2021.110757
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dc.titleeplusr: A framework for integrating building energy simulation and data-driven analytics
dc.contributor.authorJia, H
dc.contributor.authorChong, A
dc.date.accessioned2021-06-08T08:33:23Z
dc.date.available2021-06-08T08:33:23Z
dc.date.issued2021-04-15
dc.identifier.citationJia, H, Chong, A (2021-04-15). eplusr: A framework for integrating building energy simulation and data-driven analytics. Energy and Buildings 237 : 110757-110757. ScholarBank@NUS Repository. https://doi.org/10.1016/j.enbuild.2021.110757
dc.identifier.issn03787788
dc.identifier.urihttps://scholarbank.nus.edu.sg/handle/10635/191879
dc.description.abstractBuilding energy simulation (BES) has been widely adopted for the investigation of building environmental and energy performance for different design and retrofit alternatives. Data-driven analytics is vital for interpreting and analyzing BES results to reveal trends and provide useful insights. However, seamless integration between BES and data-driven analytics current does not exist. This paper presents eplusr, an R package for conducting data-driven analytics with EnergyPlus. The R package is cross-platform and distributed using CRAN (The Comprehensive R Archive Network). With a data-centric design philosophy, the proposed framework focuses on better and more seamless integration between BES and data-driven analytics. It provides structured inputs/outputs format that can be easily piped into data analytics workflows. The R package also provides an infrastructure to bring portable and reusable computational environment for building energy modeling to facilitate reproducibility research.
dc.publisherElsevier BV
dc.sourceElements
dc.typeArticle
dc.date.updated2021-06-08T07:43:38Z
dc.contributor.departmentDEPT OF BUILDING
dc.description.doi10.1016/j.enbuild.2021.110757
dc.description.sourcetitleEnergy and Buildings
dc.description.volume237
dc.description.page110757-110757
dc.published.statePublished
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