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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... -
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... -
Open UVF
1 ResourceOpenUVF is a software utility developed by Southern Company R&D, a subdivision of Southern Company Services, Inc., to automatically process and analyze Ultraviolet... -
pvcracks: re-trained pv-vision model
1 ResourceWeights from re-trained pv-vision model to work with thin busbars and multiclass. Code available here: https://github.com/sandialabs/pvcracks/tree/main/retrain Original... -
pvcracks: trained VAE model
1 ResourceUploading trained VAE model resulting from https://github.com/sandialabs/pvcracks/vae -
Exodus file (part 1) referred in example use case doc
1 ResourceThis dataset has no description
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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 All the segmented single... -
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... -
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 -
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.
