Title :
A Refined Hilbert–Huang Transform With Applications to Interarea Oscillation Monitoring
Author :
Laila, Dina Shona ; Messina, Arturo Roman ; Pal, Bikash C.
Author_Institution :
Electr. & Electron. Eng. Dept., Imperial Coll. London, London
fDate :
5/1/2009 12:00:00 AM
Abstract :
This paper focuses on the refinement of standard Hilbert-Huang transform (HHT) technique to accurately characterize time varying, multicomponents interarea oscillations. Several improved masking techniques for empirical mode decomposition (EMD) and a local Hilbert transformer are proposed and a number of issues regarding their use and interpretation are identified. Simulated response data from a complex power system model are used to assess the efficacy of the proposed techniques for capturing the temporal evolution of critical system modes. It is shown that the combination of the proposed methods result in superior frequency and temporal resolution than other approaches for analyzing complicated nonstationary oscillations.
Keywords :
Hilbert transforms; oscillations; power system transients; critical system modes; empirical mode decomposition; interarea oscillation monitoring; local Hilbert transformer; masking techniques; nonstationary oscillation analysis; power system model; power systems transient response; refined Hilbert-Huang transform; Convolution filter; Hilbert–Huang transform; empirical mode decomposition; interarea oscillation; masking;
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2009.2016478