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PV Performance Modeling
20 ResourcesThe Photovoltaic (PV) Performance Modeling Collaborative (PVPMC) organized a blind PV performance modeling intercomparison to allow PV modelers to blindly test their models and... -
crack segmentation
3 ResourcesAn EL image dataset used to develop semantic segmentation models. More details at https://github.com/hackingmaterials/pv-vision. DOI: 10.21948/1871275 -
PV Module Operating Temperature
4 ResourcesThe Photovoltaic Systems Evaluation Laboratory (PSEL) at Sandia National Laboratories (SNL) in Albuquerque, NM has an extensive test site where PV modules and other system... -
PV module spectral response measurements
2 ResourcesThis dataset includes spectral response curves for 12 commercial silicon module types that are deployed at SNL in Albuquerque.The modules chosen for evaluation were originally... -
PV System Characteristic Validation Data Set
12 ResourcesThis folder contains metadata and associated time series data for 5 systems publicly available in the PVDAQ database. These systems include: -Sanyo1 -NREL Parking Garage... -
Global horizontal spectral irradiance in Albuquerque
5 ResourcesThe Photovoltaic Systems Evaluation Laboratory (PSEL) at Sandia National Laboratories (SNL) in Albuquerque, NM has measured global horizontal spectral irradiance nearly... -
WhatsCracking Application
7 ResourcesWhatsCracking can accurately predict cell fracture in crystalline silicon PV modules. Developed by scientists from the U.S. Department of Energy’s National Renewable Energy... -
DOI - OSTI Request Form
1 ResourceDocument to be filled out by researcher to request creation of a DOI (Digital Object Identifier) for a public DuraMAT data set to be used as a citable reference. -
BEST Field Data
11 ResourcesData from the bifacial tracking field systems located at NREL, 10 rows x 20 modules. See Dataset user manual for details -
General Standards Documentation
1 ResourceStandards and best practices for researchers and users -
neural network weights
4 ResourcesTrained weights for neural networks. The models can be used to analyze EL images. More details available at https://github.com/hackingmaterials/pv-vision -
Labeled Clearsky Period Data Set
1 ResourceThis dataset contains labeled clearsky periods for 1 minute-interval data for the NREL Sanyo 1 system. The CSV contains the following columns: measured_on (the timestamp... -
Inverter Clipping ML Training Set - Real Data
64 ResourcesReal PV Field data for evaluating, validating, or training machine learning algorithms to recognize clipping events. https://doi.org/10.21948/1874779 -
Labeled Time Series Data Shifts
1 ResourceThis data set includes 101 daily summed time series that are labeled for abrupt data shifts. The data, which includes individual sensor-based power and irradiance streams, was... -
Solar Mounting Configuration Satellite Imagery Data
1 ResourceThis data set includes labeled solar array configuration/type satellite images. Data is provided in training, test, and validation folders, and is used by the NREL... -
Photovoltaic Fleet Degradation Insights - Data (2022-02-02)
2 ResourcesOverview PV performance can degrade over time through various effects including module materials degradation, soiling, outages, etc. Through the DOE PV Fleet Performance Data... -
PV Fleets Data Intitiative Document
3 ResourcesThis document is the announcement of the PV Fleets initiative. -
PVAnalytics Data Shift Algorithm Simulated Data
2 ResourcesThis data set contains two example simulated PV data streams with data shifts, to run validation for the PVAnalytics data shift algorithm on. -
Global normal spectral irradiance in Albuquerque
7 ResourcesThe Photovoltaic Systems Evaluation Laboratory (PSEL) at Sandia National Laboratories (SNL) in Albuquerque, NM has measured global normal spectral irradiance nearly continuously... -
BEST FIELD images
2 ResourcesImages and diagrams of BEST field at NREL