analysis: Analysis of partial discharge signals.

In oscarperpinan/pdcluster: Partial Discharge Clustering

Description

Analysis of partial discharge signals.

Usage

analysis(x, threshold = 8e-3, n.levels = 4, ...)

Arguments

x	numeric, a partial discharge signal.
threshold	numeric, relative value. The threshold is calculated with the product of this value and the absolute maximum value of x. See no0
n.levels	numeric, number of wavelet levels
...	additional arguments for wavVarPD

Details

This function calculate the wavelet variance (wavVarPD), maximum location, range, length, energy, zero-cross ratio (nZeroCross) and the frequency and damping factor via the Prony's method (prony).

Value

A data.frame with:

RefMax	Maximum location.
W1, W2, ...	Wavelet variances of the first n.levels levels.
range	Range of the signal.
N	Number of samples of the signal.
energy	Energy of the signal calculated as the sum of the squared samples.
nZC	Zero-cross rate.
freq1, freq2, damp1, damp2	Frequencies and damping factors of the most energetic components of the Prony's analysis.

Author(s)

Oscar Perpiñán Lamigueiro

See Also

no0, wavVarPD, prony, lapply, do.call.

oscarperpinan/pdcluster documentation built on May 24, 2019, 4:52 p.m.