Identifying regime shifts in the US electricity market based on price fluctuations

•Researching correlations evolution of the U.S. electricity market based on RMT.•Identifying four regime shifts with five periods among the three departments.•Analysing the characteristics of cluster evolution and verifying the existence of regime shifts.•Studying the electricity price level influences regime shifts.