Example and Evaluation Data - Datasets

DOI: 10.21948/2562917 This repository contains multiple data sets focused on visible damage to photovoltaic (PV) installations following extreme weather events such as...

Used for testing analysis tools discovery methods for finding soiling in a PV time-series dataset

This 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...

This 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...

This folder contains metadata and associated time series data for 5 systems publicly available in the PVDAQ database. These systems include: -Sanyo1 -NREL Parking Garage...

The 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...

Real PV Field data for evaluating, validating, or training machine learning algorithms to recognize clipping events. https://doi.org/10.21948/1874779

This 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...

This data set contains two example simulated PV data streams with data shifts, to run validation for the PVAnalytics data shift algorithm on.

Simulated data for training machine learning algorithms to recognize clipping events.

time series of daily PV performance index labeled for cleaning dates Data DOI: 10.21948/1813454

This data encompasses performance data measured for flat-plate photovoltaic (PV) modules installed in Cocoa, Florida; Eugene, Oregon; and Golden, Colorado. The data include PV...

Image 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...