What is sky images & photovoltaic power generation dataset?

To fill these gaps, we introduce SKIPP’D—a SKy Images and Photovoltaic Power Generation Dataset. The dataset contains three years (2017–2019) of quality-controlled down-sampled sky images and PV power generation data that is ready-to-use for short-term solar forecasting using deep learning.

Where are the PV power generation data from?

The PV power generation data are from PV panel approximately 125 m away from the camera on the roof of the Jen-Hsun Huang Engineering Center at Stanford University, which are logged by Stanford Utility and shared to us.

What are some open-source datasets related to solar energy?

Here are some open-source datasets related to solar energy along with their links: National Renewable Energy Laboratory (NREL) Solar Radiation Data: This dataset includes solar radiation and related climatic data for locations in the United States and its territories.

What data is collected from a low-voltage substation?

This dataset contains voltage, current, power, energy, and weather data from low-voltage substations and domestic premises with high uptake of solar photovoltaic (PV) embedded generation. Data collected as part of the project run by UK Power Networks.

What is the unit of PV generation data?

One-min PV generation data for the year 2017, 2018 and 2019. The unit of PV generation data is kW. Table B.1. List of available code files. Jupyter Notebook used to capture images from the video stream at designated frequency. Jupyter Notebook used to process the raw PV power generation history.

How much energy does a solar panel generate a year?

As we can see in this graph, yearly performance is far from constant. In this example it fluctuates between 2800 kWh and 3200 kWh per yer, depending on the weather per year. With solar panels, it is al about your total power generation over the year. But during the year, there can be some striking results, depending on your geographical location.