Example and Evaluation Data - Datasets
| Project ID | e46c953f-0d84-41c8-9526-2a21950e6c92 |
|---|
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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... -
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. -
Inverter Clipping ML Training Set - Simulated Data
48 ResourcesSimulated data for training machine learning algorithms to recognize clipping events. -
Inverter Clipping ML Training Set - Real Data
64 ResourcesReal PV Field data for evaluating, validating, or training machine learning algorithms to recognize clipping events. -
Automated PV Systems Cleaning Detection
22 Resourcestime series of daily PV performance index labeled for cleaning dates Data DOI: 10.21948/1813454 -
Data for Validating Models for PV Module Performance
6 ResourcesThis data encompasses performance data measured for flat-plate photovoltaic (PV) modules installed in Cocoa, Florida; Eugene, Oregon; and Golden, Colorado. The data include PV... -
Satellite images training and validation set
1 ResourceImage set of Google Maps satellite images of solar array installations. This folder contains satellite images in the /Images/ folder, and the associated masks of the images in... -
PVDAQ time-series with soiling signal
1 ResourceUsed for testing analysis tools discovery methods for finding soiling in a PV time-series dataset