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https://github.com/hongyuanjia/eplusr

A Toolkit for Using EnergyPlus in R.
https://github.com/hongyuanjia/eplusr

energy-simulation energyplus energyplus-models eplus epw idd idf parametric-simulation r r6 simulation

Last synced: 5 days ago
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A Toolkit for Using EnergyPlus in R.

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README 

        
---

output:

  github_document

---



```{r setup, include = FALSE}

library(knitr)



# the default output hook

hook_output <- knitr::knit_hooks$get("output")

knitr::knit_hooks$set(output = function(x, options) {

    if (!is.null(n <- options$out.lines)) {

        x <- unlist(strsplit(x, "\n", fixed = TRUE))

        if (length(x) > n) {

            # truncate the output

            x <- c(head(x, n), "....", "")

        } else {

            x <- c(x, "")

        }

        x <- paste(x, collapse = "\n") # paste first n lines together

    }

    hook_output(x, options)

})



knitr::opts_knit$set(root.dir = tempdir())

knitr::opts_chunk$set(

    collapse = TRUE,

    comment = "#>",

    fig.path = "README-"

)



# Make sure the date is shown in English format not Chinese.

invisible(Sys.setlocale(category = "LC_TIME", locale = "en_US.UTF-8"))

```



# eplusr 



[![R build status](https://github.com/hongyuanjia/eplusr/workflows/R-CMD-check/badge.svg)](https://github.com/hongyuanjia/eplusr/actions)

[![codecov](https://codecov.io/gh/hongyuanjia/eplusr/branch/master/graph/badge.svg?token=HoBA0Qm6k2)](https://app.codecov.io/gh/hongyuanjia/eplusr)

[![CRAN_Status_Badge](http://www.r-pkg.org/badges/version/eplusr)](https://cran.r-project.org/package=eplusr)

[![CRAN Checks](https://badges.cranchecks.info/worst/eplusr.svg)](https://badges.cranchecks.info/worst/eplusr.svg)

[![CRAN Download Badge](https://cranlogs.r-pkg.org/badges/eplusr)](https://cran.r-project.org/package=eplusr)



> A Toolkit for Using EnergyPlus in R.



eplusr provides a rich toolkit of using whole building energy simulation program

[EnergyPlus](https://energyplus.net) directly in R, which enables programmatic

navigation, modification of EnergyPlus, conducts parametric simulations and

retrieves outputs. More information about EnergyPlus can be found at [its

website](https://energyplus.net).



A comprehensive introduction to eplusr can be found using

[`vignette("eplusr")`](https://hongyuanjia.github.io/eplusr/articles/eplusr.html).

There is also an online slides here ([Interfacing EnergyPlus Using

R](https://hongyuanjia.github.io/eplusrIntro/)).  You can learn more about eplusr

at https://hongyuanjia.github.io/eplusr/, along with full package documentation.



## How to cite



```{r}

citation("eplusr")

```



## Installation



You can install the latest stable release of eplusr from CRAN.



```{r cran-install, eval = FALSE}

install.packages("eplusr")

```



Alternatively, you can install the development version from GitHub.



```{r gh-installation, eval = FALSE}

install.packages("eplusr",

    repos = c(

        hongyuanjia = "https://hongyuanjia.r-universe.dev",

        cran = "https://cran.r-project.org"

    )

)

```



Since running the IDF files requires EnergyPlus (https://energyplus.net),

EnergyPlus has to be installed if you want to run EnergyPlus models in R.  There

are helper functions in eplusr to download and install it automatically on major

operating systems (Windows, macOS and Linux):



```{r eplus-install, eval = FALSE}

# install the latest version (currently v23.1.0)

eplusr::install_eplus("latest")



# OR download the latest version (currently v23.1.0) and run the installer

# manually by yourself

eplusr::download_eplus("latest", dir = tempdir())

```



Note that the installation process in `install_eplus()` requires

**administrative privileges**. You have to run R with administrator (or with

sudo if you are on macOS or Linux) to make it work if you are not in interactive

mode.



## Features



* Download, install EnergyPlus in R

* Read, parse and modify EnergyPlus:

  - Input Data File (IDF)

  - Weather File (EPW)

  - Report Data Dictionary (RDD) & Meter Data Dictionary (MDD)

  - Error File (ERR)

* Modify multiple versions of IDFs and run corresponding EnergyPlus both in the

  background and in the front

* Rich-featured interfaces to query and modify IDFs

* Automatically handle referenced fields and validate input during modification

* Take fully advantage of most common used data structure for data science in

  R – data.frame

  - Extract model, weather data into data.frames

  - Modify multiple objects via data.frames input

  - Query output via SQL in Tidy format which is much better for data analysis

    and visualization

* Provide a simple yet extensible prototype of conducting parametric simulations

  and collect all results in one go

* A pure R-based version updater which is more than

  [20X](https://hongyuanjia.github.io/eplusr/articles/transition.html)

  faster than VersionUpdater distributed with EnergyPlus

* Fast 3D geometry visualization



**View IDF geometry in 3D**\

```{r, echo = FALSE, out.width = "60%"}

knitr::include_graphics("https://github.com/hongyuanjia/eplusr/blob/master/tools/figures/view_geometry.gif?raw=true")

```



**Turn RStudio into a model editor via autocompletion**\

```{r, echo = FALSE, out.width = "60%"}

knitr::include_graphics("https://github.com/hongyuanjia/eplusr/blob/master/tools/figures/autocomplete.gif?raw=true")

```



**Query and modify weather file**\

```{r, echo = FALSE, out.width = "60%"}

knitr::include_graphics("https://github.com/hongyuanjia/eplusr/blob/master/tools/figures/epw.gif?raw=true")

```



**Query output via SQL in Tidy format which is much better for data analysis**\

```{r, echo = FALSE, out.width = "60%"}

knitr::include_graphics("https://github.com/hongyuanjia/eplusr/blob/master/tools/figures/job.gif?raw=true")

```



## Resources



### Articles



* Hongyuan Jia, Adrian Chong (2020). eplusr: A framework for integrating

  building energy simulation and data-driven analytics. doi:

  10.13140/RG.2.2.34326.16966

  - [Source code and data to reproduce figures in the article](https://github.com/ideas-lab-nus/eplusr-paper)



### Vignettes



Please see these vignettes and articles about {eplusr}



* [Introduction to eplusr](https://hongyuanjia.github.io/eplusr/articles/eplusr.html)

* [Run simulation and data exploration](https://hongyuanjia.github.io/eplusr/articles/job.html)

* [Parametric simulations](https://hongyuanjia.github.io/eplusr/articles/param.html)

* [Update IDF version](https://hongyuanjia.github.io/eplusr/articles/transition.html)

* [Work with weather files](https://hongyuanjia.github.io/eplusr/articles/epw.html)

* [Work with `Schedule:Compact` objects](https://hongyuanjia.github.io/eplusr/articles/schedule.html)

* [Work with geometries](https://hongyuanjia.github.io/eplusr/articles/geom.html)

* [Frequently asked questions](https://hongyuanjia.github.io/eplusr/articles/faq.html)



### Slides



* [Slides: Interfacing EnergyPlus using R](https://hongyuanjia.github.io/eplusrIntro/)



## Additional resources



* eplusr manual: https://hongyuanjia.github.io/eplusr/

* eplusr Docker image: https://github.com/hongyuanjia/eplusr-docker

* [epwshiftr](https://CRAN.R-project.org/package=epwshiftr) for creating future

  EnergyPlus weather files using CMIP6 data

* [epluspar](https://github.com/hongyuanjia/epluspar) for conducting parametric

  analysis on EnergyPlus models, including sensitivity analysis, Bayesian

  calibration and optimization.



## Acknowledgment



I would like to thank many open source projects who have heavily inspired the

development of eplusr package, especially these below:



* [EnergyPlus](https://energyplus.net): A whole building energy simulation

  program.

* [OpenStudio](https://openstudio.net): A cross-platform collection of

  software tools to support whole building energy modeling using EnergyPlus and

  advanced daylight analysis using Radiance.

* [eppy](https://github.com/santoshphilip/eppy): Scripting language for E+,

  EnergyPlus.

* [JEplus](http://www.jeplus.org): An EnergyPlus simulation manager for

  parametrics.



## Author



Hongyuan Jia and Adrian Chong



## License



The project is released under the terms of MIT License.



Copyright © 2016-2023 Hongyuan Jia and Adrian Chong



---



Please note that the 'eplusr' project is released with a

[Contributor Code of Conduct](https://github.com/hongyuanjia/eplusr/blob/master/.github/CODE_OF_CONDUCT.md).

By contributing to this project, you agree to abide by its terms.