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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... -
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. -
BEST FIELD images
2 ResourcesImages and diagrams of BEST field at NREL -
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... -
BEST Field Data
6 ResourcesData from 9 bi-facial tracking systems located at NREL. See Dataset user manual for details -
G32R 2000x3
15 ResourcesData for specimen: G32R -
H23R 2000x3
15 ResourcesData for specimen: H23R -
ARL108 2000x3
15 ResourcesData for specimen: ARL108 taken 2020-07-29 -
G1-5 2000x3
15 ResourcesData for specimen: G1-5 -
H4R1 2000x3
15 ResourcesData for specimen: H41R -
G4R2 2000x3
15 ResourcesData for specimen: G42R -
H31R 2000x3
15 ResourcesData for specimen: H31R -
G26R 2000x3
15 ResourcesData for specimen: G26R -
H1-1 2000x3
15 ResourcesData for specimen: H1-1 -
I-DH2 2000x3
15 ResourcesData for specimen: I