Technical FAQs 4

Where is wind power generation data stored?

Wind power generation data are in the wind_farms folder, which includes six Microsoft Excel files. The real-time power generation and weather conditions are recorded in these files. The basic information about each wind farm is listed in Table 1.

Can on-site solar and wind generation data be used for forecasting?

Solar and wind generation data from on-site sources are beneficial for the development of data-driven forecasting models. In this paper, an open dataset consisting of data collected from on-site renewable energy stations, including six wind farms and eight solar stations in China, is provided.

Are on-site solar and wind generation datasets a good generalization model?

Although some solar and wind generation datasets have been made publicly available, few of them have focused on on-site wind farms and solar stations. Compared with simulated datasets, the on-site dataset is more meaningful for the development of a good generalization model.

What is the NREL wind integration dataset?

The NREL Wind Integration Dataset is a widely used dataset 13, and it provides simulated wind data from more than 126,000 land-based and offshore wind power production sites with a 2-km grid over the United States at a 5-min resolution. Datasets derived by analyzing satellite imagery are also common and effective.

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