pvpaR is a platform for the automatic identification and classification of faults and performance loss in Photovoltaic systems
The paper describing the platform was published in the 43rd IEEE Photovoltaic Specialists conference proceedings, under the title "Development of a Novel Web Application for Automatic Photovoltaic System Performance Analysis and Fault Identification." A poster was presented at the above conference on the 8th of June 2016, at 12:00 in Area 9, Exhibit Hall A1, Oregon Convention Center.
- Import time-series of PV system and meteorological measurements. Imported data can be in the form of flat files (e.g. csv, xls(x), txt etc.) or database tables (e.g. MySQL, PostgreSQL, Redis, SQLite, MongoDB, Cassandra etc.) or scraped from the web
- User selectable date ranges applied to the whole platform
- Plot measurements and model results in interactive graphs
- Model the expected PV system performance from meteorological measurements and past PV system performance
- Model and transpose the incident irradiance to the plane of array
- Model module temperature
- Compare model results with actual measurements and indicate measurement errors
- Identify faults and sub-optimal performance
- Classify identified faults
Create a specification file describing the PV system. For an example see specs.R
Run the runShiny.R script:
$ R CMD BATCH ~/pvpaR/runShiny.R
or, to run R in a separate process:
$ R −e "shiny::runApp('~/pvpaR/App', launch.browser = TRUE)"
Submit any bugs as issues.
Read CONTRIBUTING.md for instructions on contributing to this project and submitting clean code.
Special thanks go to all the people who contributed to this project. The list of current and past contributors can be found in CONTRIBUTORS.md.
Copyright (c) 2014--2016 Alexander Phinikarides
This program is free software: you can redistribute it and/or modify it under the terms of the GNU Affero General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.
This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE See the GNU Affero General Public License for more details.
You should have received a copy of the GNU Affero General Public License along with this program. If not, see http://www.gnu.org/licenses/.