TY - JOUR
T1 - Online frequency estimation with applications to engine and generator sets
AU - Manngård, Mikael
AU - Böling, Jari
N1 - rt.
PY - 2017
Y1 - 2017
N2 - Frequency and spectral analysis based on the discrete Fourier transform is a fundamental task in signal processing and machine diagnostics. This paper aims at presenting computationally ecient methods for real-time estimation of stationary and time-varying frequency components in signals. A brief survey of the sliding time window discrete Fourier transform and Goertzel filter is presented, and two filter banks consisting of: (i) sliding time window Goertzel filters (ii) infinite impulse response narrow bandpass filters are proposed for estimating instantaneous frequencies. The proposed methods show excellent results on both simulation studies and on a case study using angular speed data measurements of the crankshaft of a marine diesel engine-generator set.
AB - Frequency and spectral analysis based on the discrete Fourier transform is a fundamental task in signal processing and machine diagnostics. This paper aims at presenting computationally ecient methods for real-time estimation of stationary and time-varying frequency components in signals. A brief survey of the sliding time window discrete Fourier transform and Goertzel filter is presented, and two filter banks consisting of: (i) sliding time window Goertzel filters (ii) infinite impulse response narrow bandpass filters are proposed for estimating instantaneous frequencies. The proposed methods show excellent results on both simulation studies and on a case study using angular speed data measurements of the crankshaft of a marine diesel engine-generator set.
KW - Frequency estimation
KW - Engine and generator sets
KW - Sliding discrete Fourier transform
KW - Filter banks
KW - Frequency estimation
KW - Engine and generator sets
KW - Sliding discrete Fourier transform
KW - Filter banks
KW - Frequency estimation
KW - Engine and generator sets
KW - Sliding discrete Fourier transform
KW - Filter banks
U2 - 10.1016/j.ymssp.2016.12.043
DO - 10.1016/j.ymssp.2016.12.043
M3 - Artikel
SN - 0888-3270
VL - 91
SP - 233
EP - 249
JO - Mechanical Systems and Signal Processing
JF - Mechanical Systems and Signal Processing
ER -