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Big Data Analytics in Smart Grids

  • Ümit Demirbaga,
  • Gagangeet Singh Aujla,
  • Anish Jindal,
  • Oğuzhan Kalyon

摘要

In this chapter, the exploration explores applying big data analytics within the smart grid domain. The journey commences with a comprehensive examination of the smart grid concept, setting the stage for a nuanced understanding. The discourse seamlessly transitions to an in-depth analysis of various analytics types viable in smart grids, intricately detailing the essential reasons driving the need for such analytical interventions. Culminating the chapter is a practical illustration showcasing the application of big data analytics—specifically, predicting societal load demand. This example serves as a tangible demonstration of how sophisticated analytics can be wielded to gain valuable insights within the dynamic landscape of smart grids.