IEEE Transactions on Power Systems · 2009 · 183 citations · 32 references
EngineeringElectrical EngineeringSystems EngineeringEnergy SystemsSystems AnalysisTime Series AnalysisDigital Signal ProcessingElectrical System DiagnosticsFrequency-domain AnalysisModal AnalysisSpectral AnalysisTime-frequency AnalysisComplex Frequency Domain AnalysisEmpirical Mode DecompositionHilbert TransformHilbert-huang TransformMaskingPower Spectral AnalysisTemporal Resolution Analysis
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.
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Norden E. Huang, Steven Long, Man‐Li C. Wu et al. · Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences · 1998 · 23.3K citations · Full text
Computing, Computational Engineering, Biomedical Signal Processing +16