Example and Evaluation Data - Datasets
| Project ID | e46c953f-0d84-41c8-9526-2a21950e6c92 |
|---|
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PVDAQ time-series with soiling signal
1 ResourceUsed for testing analysis tools discovery methods for finding soiling in a PV time-series dataset -
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... -
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... -
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... -
Synthetic PV Performance Data
35 ResourcesThe time series files contain synthetic PV performance data and associated meteorological data for 38 sites across the US, where historic irradiance and rainfall are inputs to... -
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 -
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. -
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...