Power quality disturbance data detection method and device based on compressed sensing
The invention discloses a power quality disturbance data detection method and device based on compressed sensing. The method comprises the following steps: acquiring an original sampling signal, and acquiring an observation vector through a measurement matrix to realize signal compression; according...
Gespeichert in:
Hauptverfasser: | , , , , , , , |
---|---|
Format: | Patent |
Sprache: | chi ; eng |
Schlagworte: | |
Online-Zugang: | Volltext bestellen |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
Zusammenfassung: | The invention discloses a power quality disturbance data detection method and device based on compressed sensing. The method comprises the following steps: acquiring an original sampling signal, and acquiring an observation vector through a measurement matrix to realize signal compression; according to a fundamental wave filtering principle, separating a fundamental wave component and a harmonic wave component of the original signal; original signal reconstruction is carried out according to the proportion difference of harmonic components, when the harmonic components are more than a set condition, inner products of a sensing matrix and harmonic component observation vectors are arranged in a descending order, a slope curve is calculated, signal sparseness is estimated according to pole distribution of the slope curve, and a sparseness estimated value is used as an initial step length of an SAMP algorithm; carrying out iterative calculation by adopting a residual error ratio threshold value and a growth curv |
---|