Big Data Analysis for Smart Grids
A Big Data Architecture Design for Smart Grids Based on Random Matrix Theory
This paper motivates data-driven tools to view complex grids in highdimension using random matrix theory (rmt) ; meanwhile, an architecture with detailed procedures is proposed for smart grids operation.In management mode perspective, a group-work mode is discussed for smart grids operation.This mode breaks through regional limitations for energy flows and data flows, and makes advanced big data analyses possible.Five case studies and their visualizations validate the designed architecture in various fields of power systems.
