Research on Big Data Technologies for Wind Farms Based on IoT Data

The concepts of intelligent wind turbines and smart wind farms are leading the wind power sector into a new era, ushering in a qualitative leap in information collection at wind power bases. Building upon traditional turbine operational information, a multitude of dimensional data such as real-time condition monitoring data, audio, images, videos, and even 3D videos are now available. The data structure has also expanded from solely relational to unstructured, exhibiting the characteristics of diversity and immediacy that define "big data."