oRaklE

1.0.2

Multi-Horizon Electricity Demand Forecasting in High Resolution

0packages depend

3.7Kdownloads / year

0.0%test coverage

13/13checks pass

Overview

About

Maintained by Johannes SchwenzerFirst published 2025-04-293 releasesCRAN page ↗

Advanced forecasting algorithms for long-term energy demand at the national or regional level. The methodology is based on Grandón et al. (2024) doi:10.1016/j.apenergy.2023.122249; Zimmermann & Ziel (2024) doi:10.1016/j.apenergy.2025.125444. Real-time data, including power demand, weather conditions, and macroeconomic indicators, are provided through automated API integration with various institutions. The modular approach maintains transparency on the various model selection processes and encompasses the ability to be adapted to individual needs. 'oRaklE' tries to help facilitating robust decision-making in energy management and planning.

Install

R (CRAN)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("oRaklE", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-orakle

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-oRaklE

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-oRaklE

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 4.4 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 0.00

0.0%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-05-02
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-25
11 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-03-10
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 2,115 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 67% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 100%
References docs: 0%

Downloads

3.7K

CRAN downloads in the past year

Rank #18,384 · ~10/day · ~306/mo

Releases R versions

Daily download trend is not available in this view yet.

22230 days

64490 days

3.7K1 year

Compare downloads with other packages →

Also on221 r2u35 autocran

Dependencies

Declared dependencies

23 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.5

Imports (20)

ggplot2 scales MLmetrics MuMIn R.utils caretsurvivalcountrycode doParallel dplyr ggthemes glmnet httr jsonlite lubridatemgcvpatchwork purrr xml2 zoo

LinkingTo (0)

none

Suggests (5)

knitr rmarkdown roxygen2 spelling testthat (>= 3.0.0)

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Code Composition

R 5,640 (74%)Rd 1,612 (21%)Vignettes 339 (4%)

Code characteristics

Cyclomatic complexity: 22.0 median / 43 max
Test cases: 1 / 0.00 per code line

Test coverage

Line coverage

Expression

0.0%

Tests / Examples

0.0% / 16% ex

Functions

18 18 exported

Complexity

23.6 avg / 43 max

Call network

18 nodes / 17 edges

Call graph

Open call graph →

Loading call graph…

Lowest coverage

18 functions

Function	Cyclo	Coverage
add_holidays_mid_term exp	9	0%
add_holidays_short_term exp	9	0%
combine_models exp	30	0%
combine_models_future exp	30	0%
decompose_load_data exp	34	0%
fill_missing_data exp	19	0%

Datasets

Bundled datasets · 16

Name	Class	Rows × Cols	Also ships in
example_demand_data	data.frame	43,769 × 7	–
example_demand_data_filled	data.frame	43,824 × 7	–
example_full_model_future_predictions	data.frame	105,120 × 12	–
example_full_model_predictions	data.frame	43,800 × 12	–
example_longterm_and_macro_data	data.frame	16 × 14	–
example_longterm_data	data.frame	16 × 4	–
example_longterm_future_macro_data	data.frame	23 × 18	–
example_longterm_future_predictions	data.frame	23 × 18	–
example_longterm_predictions	data.frame	16 × 18	–
example_midterm_demand_data	data.frame	1,825 × 10	–
example_midterm_future_predictions	data.frame	4,380 × 46	–
example_midterm_predictions	data.frame	1,825 × 46	–
example_shortterm_demand_data	data.frame	43,800 × 14	–
example_shortterm_future_predictions	data.frame	105,120 × 40	–
example_shortterm_predictions	data.frame	43,800 × 40	–
weo_data	tbl_df/tbl/data.frame	588 × 61	–

People & History

People (3)

Maintainer (1)

Johannes Schwenzer

Author, Maintainer, Copyright holder

Authors (3)

Johannes Schwenzer

Author, Maintainer, Copyright holder

Tatiana Gonzalez Grandón

Author

Simone Maxand

Author

Johannes Schwenzer

Author, Maintainer, Copyright holder

Package Timeline

3 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
1.0.2Latest
2025-11-21 · current release · diff ↗
1.0.1
2025-05-05 · diff ↗
1.0.0
2025-04-29
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2025-04-29
Total releases: 3 / 1 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 3.5
Bundled data: 4.4 MB / 18 files
Download size: 4.4 MB
Installed size: not tracked yet
With dependencies: not tracked yet

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