Frequency determination in control applications: excitation-based approach
Journal article, 2012

New algorithms for estimation of the frequencies of oscillating waveform signals are described. A model of the signals is presented in the form of a linear difference equation with unknown coefficients, which define the frequencies and amplitudes. Coefficients are estimated utilizing the property of the persistence of excitation of oscillating signals. Exponentially damped and oscillating signals are described in a unified framework. A property of excitation is proved for an exponentially damped signal that contains a single frequency via diagonal dominance of an information matrix. Two applications of this frequency estimation technique are considered. The first one is filtering of the wind speed signal in wind turbine control applications, and the second one is the frequency estimation of exponentially damped signals motivated by the engine knock detection applications.

projection algorithm

strictly diagonally dominant matrix

wind speed model

persistence of excitation

Frequency estimation

exponentially damped signal

Author

Alexander Stotsky

Chalmers, Signals and Systems, Systems and control, Automatic Control

Proceedings of the Institution of Mechanical Engineers. Part I: Journal of Systems and Control Engineering

0959-6518 (ISSN)

Vol. 226 8 1142-1148

Areas of Advance

Energy

Subject Categories

Signal Processing

DOI

10.1177/0959651812447146

More information

Created

10/7/2017