Title :
Real-time monitoring as enabler for smart transmission grids
Author :
Barocio, E. ; Pal, Bikash C. ; Messina, A.R.
Author_Institution :
Univ. of Guadalajara, Guadalajara, Mexico
Abstract :
Real-time monitoring of key system parameters constitutes a critical step in the development of future smart transmission grids. This paper describes the development of automated monitoring and analysis techniques as enablers of damping control functions in future control centers. A reliable method for real-time monitoring of changes in the characteristic signature of electromechanical oscillations in power systems is proposed. The method combines a local, fully-adaptive empirical mode decomposition (EMD) method with masking technique, and the non-linear Teager-Kaiser energy operator (TKEO) on the measured time synchronized data. The outcome is near real time computation of damping and frequency of oscillations in the system. A time dependent threshold is further set to detect the onset of such oscillations which is also useful from the system control perspectives. Simulation results on PMU measured data demonstrate the effectiveness of the proposed methodology.
Keywords :
damping; power system measurement; power system stability; power transmission lines; smart power grids; EMD method; PMU; TKEO; damping control functions; electromechanical oscillations; fully-adaptive empirical mode decomposition method; key system parameters; masking technique; nonlinear Teager-Kaiser energy operator; power systems; real-time monitoring; smart transmission grids; time dependent threshold; Damping; Feature extraction; Heuristic algorithms; Noise; Oscillators; Real time systems; Transient analysis; A Teager Energy Operator; Empirical Mode Decomposition; Inter-area mode; Smart Grid; Wide-area measurements;
Conference_Titel :
Power and Energy Society General Meeting, 2011 IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4577-1000-1
Electronic_ISBN :
1944-9925
DOI :
10.1109/PES.2011.6039150