Title :
Investigation of Phase Angle Differences Using Statistical Analysis of Real World State Estimator Data
Author :
Ferryman, Thomas A. ; Amidan, Brett G.
Abstract :
Phase angle differences may provide very useful insight to guide the operations of the electric power grid. This analysis investigates two different methods to use data-driven statistical analysis methods to identify normal patterns and atypical events based on State Estimator phase angel differences. An ISO provided 15 months of State Estimator data. This data enabled the calculation of phase angle differences for 54 pairs of sites. The identified atypical events for both methods were compared to the ISO´s operations log.
Keywords :
phase measurement; power grids; power system measurement; power system state estimation; statistical analysis; ISO operations log; electric power grid; phase angle differences; real world state estimator data; statistical analysis; Data models; ISO; Mathematical model; Monitoring; Phasor measurement units; Reliability; Statistical analysis; Phase angle differences; multivariate statistics; phase angle real world data; recommended limits; statistics;
Conference_Titel :
System Science (HICSS), 2012 45th Hawaii International Conference on
Conference_Location :
Maui, HI
Print_ISBN :
978-1-4577-1925-7
Electronic_ISBN :
1530-1605
DOI :
10.1109/HICSS.2012.389