pvOps
Contains a series of functions to facilitate fusion of text-based data with time series production data collected at photovoltaic sites.
https://github.com/sandialabs/pvOps
Category: Renewable Energy
Sub Category: Photovoltaics and Solar Energy
Keywords
scr-2609 snl-data-analysis snl-visualization
Keywords from Contributors
photovoltaic renewable-energy renewables solar-energy sphinx
Last synced: about 1 hour ago
JSON representation
Repository metadata
A set of documented functions for supporting operations research of photovoltaic energy systems.
- Host: GitHub
- URL: https://github.com/sandialabs/pvOps
- Owner: sandialabs
- License: other
- Created: 2020-08-20T14:48:48.000Z (over 5 years ago)
- Default Branch: master
- Last Pushed: 2025-09-12T19:43:52.000Z (4 months ago)
- Last Synced: 2025-11-19T19:02:54.729Z (about 1 month ago)
- Topics: scr-2609, snl-data-analysis, snl-visualization
- Language: Jupyter Notebook
- Homepage: https://pvops.readthedocs.io/en/latest/
- Size: 39.1 MB
- Stars: 19
- Watchers: 3
- Forks: 12
- Open Issues: 5
- Releases: 20
-
Metadata Files:
- Readme: README.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
README.md
pvops contains a series of functions to facilitate fusion of text-based data with time series production data collected at photovoltaic sites. The package also contains example datasets and tutorials to help demonstrate how the functions can be used.
Installation
pvops can be installed using pip. See more information at readthedocs.
Tutorials
To get started with pvops we recommended working with the tutorials
Package Layout and Documentation
The package is delineated into the following directories.
├───docs : Documentation directory
|
├───tutorials : Contains tutorials of functionality
│ └─── example_data : └─── Example data
|
└───pvops : Source function library
├───tests : ├─── Library stability tests
├───text : ├─── Text processing functions
├───text2time : ├─── Text2Timeseries functions
├───timeseries : ├─── Timeseries functions
└───iv : └─── Current-voltage functions
More information about these modules is available at readthedocs.
Citing
If using this package, please cite our JOSS paper using the following:
Citation:
Bonney et al., (2023). pvOps: a Python package for empirical analysis of photovoltaic field data.
Journal of Open Source Software, 8(91), 5755, https://doi.org/10.21105/joss.05755
BibTex:
@article{Bonney2023,
doi = {10.21105/joss.05755},
url = {https://doi.org/10.21105/joss.05755},
year = {2023},
publisher = {The Open Journal},
volume = {8},
number = {91},
pages = {5755},
author = {Kirk L. Bonney and Thushara Gunda and Michael W. Hopwood and Hector Mendoza and Nicole D. Jackson},
title = {pvOps: a Python package for empirical analysis of photovoltaic field data},
journal = {Journal of Open Source Software} }
Contributing
The long-term success of pvops requires community support. Please see the Contributing page for more on how you can contribute.
Logo Credit: Daniel Rubinstein
Copyright and License
pvops is copyright through National Technology & Engineering Solutions of Sandia (NTESS). The software is distributed under the Revised BSD License. See the LICENSE file for more information.
Citation (https://github.com/sandialabs/pvOps/blob/master/)
cff-version: 1.1.0
message: "If you use this software, please cite it as below."
authors:
- family-names: Hopwood
given-names: Michael
orcid: https://orcid.org/0000-0001-6190-1767
- family-names: Gunda
given-names: Thushara
orcid: https://orcid.org/0000-0003-1945-4064
- family-names: Mendoza
given-names: Hector
orcid: https://orcid.org/1234
title: "pvOps: Improving Operational Assessments through Data Fusion"
version: 0.2.0
doi: 10.5281/zenodo.4776181
date-released: 2021-05-26
keywords:
- reliability assessment
- operations research
- data fusion
- machine learning
- natural language processing
license: "BSD-3C"
Owner metadata
- Name: Sandia National Laboratories
- Login: sandialabs
- Email:
- Kind: organization
- Description: Exceptional service in the national interest.
- Website: https://software.sandia.gov
- Location: United States
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/4993680?v=4
- Repositories: 123
- Last ynced at: 2023-03-13T13:51:28.478Z
- Profile URL: https://github.com/sandialabs
GitHub Events
Total
- Create event: 7
- Release event: 7
- Issues event: 9
- Watch event: 2
- Issue comment event: 5
- Push event: 10
- Pull request review event: 4
- Gollum event: 1
- Pull request event: 16
- Fork event: 1
Last Year
- Create event: 6
- Issues event: 4
- Release event: 6
- Watch event: 2
- Issue comment event: 2
- Push event: 6
- Pull request review event: 3
- Pull request event: 14
- Fork event: 1
Committers metadata
Last synced: 21 days ago
Total Commits: 482
Total Committers: 11
Avg Commits per committer: 43.818
Development Distribution Score (DDS): 0.716
Commits in past year: 64
Committers in past year: 1
Avg Commits per committer in past year: 64.0
Development Distribution Score (DDS) in past year: 0.0
| Name | Commits | |
|---|---|---|
| MichaelHopwood | m****d@k****u | 137 |
| kbonney | k****8@g****m | 119 |
| Allen Moore | a****e@s****v | 73 |
| Hopwood | m****o@s****v | 63 |
| klbonne | k****e@s****v | 47 |
| Hector Mendoza | h****o@s****v | 20 |
| tgunda | 4****a | 17 |
| Adam R. Jensen | 3****n | 3 |
| charity-kwha | 6****a | 1 |
| Matthias Geier | M****r@g****m | 1 |
| Kevin Anderson | k****n@n****v | 1 |
Committer domains:
- sandia.gov: 4
- nrel.gov: 1
- knights.ucf.edu: 1
Issue and Pull Request metadata
Last synced: 4 months ago
Total issues: 46
Total pull requests: 66
Average time to close issues: about 2 months
Average time to close pull requests: 17 days
Total issue authors: 8
Total pull request authors: 8
Average comments per issue: 1.02
Average comments per pull request: 0.17
Merged pull request: 61
Bot issues: 0
Bot pull requests: 0
Past year issues: 3
Past year pull requests: 20
Past year average time to close issues: 6 days
Past year average time to close pull requests: 6 days
Past year issue authors: 1
Past year pull request authors: 2
Past year average comments per issue: 0.67
Past year average comments per pull request: 0.0
Past year merged pull request: 18
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- AdamRJensen (15)
- MichaelHopwood (14)
- agmoore4 (8)
- williamhobbs (3)
- FlorianK13 (3)
- hmendo (1)
- tgunda (1)
- dbemerydt (1)
Top Pull Request Authors
- kbonney (24)
- agmoore4 (18)
- MichaelHopwood (16)
- AdamRJensen (4)
- kyleniemeyer (1)
- bfemery-sandia (1)
- mgeier (1)
- kandersolar (1)
Top Issue Labels
- documentation (1)
Top Pull Request Labels
- enhancement (1)
Package metadata
- Total packages: 1
-
Total downloads:
- pypi: 1,567 last-month
- Total dependent packages: 0
- Total dependent repositories: 1
- Total versions: 19
- Total maintainers: 1
pypi.org: pvops
pvops is a python library for the analysis of field collected operational data for photovoltaic systems.
- Homepage: https://github.com/sandialabs/pvops
- Documentation: https://pvops.readthedocs.io/
- Licenses: BSD 3-Clause License
- Latest release: 0.7.0 (published 4 months ago)
- Last Synced: 2025-12-08T04:00:58.356Z (19 days ago)
- Versions: 19
- Dependent Packages: 0
- Dependent Repositories: 1
- Downloads: 1,567 Last month
-
Rankings:
- Dependent packages count: 10.052%
- Forks count: 10.9%
- Average: 15.072%
- Stargazers count: 16.009%
- Downloads: 16.757%
- Dependent repos count: 21.642%
- Maintainers (1)
Dependencies
- datefinder *
- gensim *
- keras ==2.3.0
- matplotlib *
- networkx *
- nltk *
- numpy >=1.15.0
- pandas >=0.23.0
- plotly *
- pvanalytics *
- pvlib *
- pyDOE *
- scikit-learn *
- scipy >=1.2.0
- seaborn *
- tensorflow ==2.2.0rc4
- timezonefinder *
- actions/checkout v2 composite
- actions/setup-python v2 composite
- actions/upload-artifact v3 composite
- actions/checkout v2 composite
- actions/setup-python v1 composite
- actions/checkout v2 composite
- actions/setup-python v2 composite
Score: 12.93414285587935