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Review and comparison of tacholess instantaneous speed estimation methods on experimental vibration data. / Peeters, Cédric; Leclère, Quentin; Antoni, Jéröme; Lindahl, Peter; Donnal, John ; Leeb, Steven ; Helsen, Jan.

In: Mechanical Systems and Signal Processing, Vol. 129, No. 1, 28.04.2019, p. 407-436.

Research output: Contribution to journalArticleResearchpeer-review

Harvard

Peeters, C, Leclère, Q, Antoni, J, Lindahl, P, Donnal, J, Leeb, S & Helsen, J 2019, 'Review and comparison of tacholess instantaneous speed estimation methods on experimental vibration data' Mechanical Systems and Signal Processing, vol. 129, no. 1, pp. 407-436. https://doi.org/10.1016/j.ymssp.2019.02.031

APA

Peeters, C., Leclère, Q., Antoni, J., Lindahl, P., Donnal, J., Leeb, S., & Helsen, J. (2019). Review and comparison of tacholess instantaneous speed estimation methods on experimental vibration data. Mechanical Systems and Signal Processing, 129(1), 407-436. https://doi.org/10.1016/j.ymssp.2019.02.031

Vancouver

Peeters C, Leclère Q, Antoni J, Lindahl P, Donnal J, Leeb S et al. Review and comparison of tacholess instantaneous speed estimation methods on experimental vibration data. Mechanical Systems and Signal Processing. 2019 Apr 28;129(1):407-436. https://doi.org/10.1016/j.ymssp.2019.02.031

Author

Peeters, Cédric ; Leclère, Quentin ; Antoni, Jéröme ; Lindahl, Peter ; Donnal, John ; Leeb, Steven ; Helsen, Jan. / Review and comparison of tacholess instantaneous speed estimation methods on experimental vibration data. In: Mechanical Systems and Signal Processing. 2019 ; Vol. 129, No. 1. pp. 407-436.

BibTeX

@article{33bdce680a6a4abfb85b5ac75f5722ac,
title = "Review and comparison of tacholess instantaneous speed estimation methods on experimental vibration data",
abstract = "Instantaneous speed estimation has become a key part of many condition monitoring procedures for rotating machinery. The ability to track the rotational speed of a system is a critical requirement for the majority of vibration-based condition monitoring methods. Information about the speed enables compensating for potential speed variations that would otherwise impair conventional frequency-based methods. The problem of instantaneous speed estimation based on the vibration signals themselves is one that has received a significant amount of attention in recent years. Installing encoders or tachometers has become a lot less attractive due to the potential cost savings that can be obtained by simply utilizing an accelerometer instead. However, trying to find a speed estimation method that fits a certain application “best” is not so straightforward if one inspects the available literature. It turns out that there are many articles that present slight variations or extensions to already existing techniques. This paper targets a general overview of the available knowledge regarding vibration-based speed estimation techniques. It also aims to review some of the most commonly used techniques by means of a performance comparison of seven speed estimation methods on three different experimental data sets. The resulting speed estimation data of all tested methods is made publicly available such that it can help in forming a benchmark for future speed estimation methods.",
keywords = "Maximum tracking, Multi-order probabilistic approach, Phase demodulation, Speed estimation, Tacholess, Teager-Kaiser Energy Operator, Vold-Kalman filter",
author = "C{\'e}dric Peeters and Quentin Lecl{\`e}re and J{\'e}r{\"o}me Antoni and Peter Lindahl and John Donnal and Steven Leeb and Jan Helsen",
year = "2019",
month = "4",
day = "28",
doi = "https://doi.org/10.1016/j.ymssp.2019.02.031",
language = "English",
volume = "129",
pages = "407--436",
journal = "Mechanical Systems and Signal Processing",
issn = "0888-3270",
publisher = "Academic Press Inc.",
number = "1",

}

RIS

TY - JOUR

T1 - Review and comparison of tacholess instantaneous speed estimation methods on experimental vibration data

AU - Peeters, Cédric

AU - Leclère, Quentin

AU - Antoni, Jéröme

AU - Lindahl, Peter

AU - Donnal, John

AU - Leeb, Steven

AU - Helsen, Jan

PY - 2019/4/28

Y1 - 2019/4/28

N2 - Instantaneous speed estimation has become a key part of many condition monitoring procedures for rotating machinery. The ability to track the rotational speed of a system is a critical requirement for the majority of vibration-based condition monitoring methods. Information about the speed enables compensating for potential speed variations that would otherwise impair conventional frequency-based methods. The problem of instantaneous speed estimation based on the vibration signals themselves is one that has received a significant amount of attention in recent years. Installing encoders or tachometers has become a lot less attractive due to the potential cost savings that can be obtained by simply utilizing an accelerometer instead. However, trying to find a speed estimation method that fits a certain application “best” is not so straightforward if one inspects the available literature. It turns out that there are many articles that present slight variations or extensions to already existing techniques. This paper targets a general overview of the available knowledge regarding vibration-based speed estimation techniques. It also aims to review some of the most commonly used techniques by means of a performance comparison of seven speed estimation methods on three different experimental data sets. The resulting speed estimation data of all tested methods is made publicly available such that it can help in forming a benchmark for future speed estimation methods.

AB - Instantaneous speed estimation has become a key part of many condition monitoring procedures for rotating machinery. The ability to track the rotational speed of a system is a critical requirement for the majority of vibration-based condition monitoring methods. Information about the speed enables compensating for potential speed variations that would otherwise impair conventional frequency-based methods. The problem of instantaneous speed estimation based on the vibration signals themselves is one that has received a significant amount of attention in recent years. Installing encoders or tachometers has become a lot less attractive due to the potential cost savings that can be obtained by simply utilizing an accelerometer instead. However, trying to find a speed estimation method that fits a certain application “best” is not so straightforward if one inspects the available literature. It turns out that there are many articles that present slight variations or extensions to already existing techniques. This paper targets a general overview of the available knowledge regarding vibration-based speed estimation techniques. It also aims to review some of the most commonly used techniques by means of a performance comparison of seven speed estimation methods on three different experimental data sets. The resulting speed estimation data of all tested methods is made publicly available such that it can help in forming a benchmark for future speed estimation methods.

KW - Maximum tracking

KW - Multi-order probabilistic approach

KW - Phase demodulation

KW - Speed estimation

KW - Tacholess

KW - Teager-Kaiser Energy Operator

KW - Vold-Kalman filter

UR - http://www.scopus.com/inward/record.url?scp=85064745648&partnerID=8YFLogxK

U2 - https://doi.org/10.1016/j.ymssp.2019.02.031

DO - https://doi.org/10.1016/j.ymssp.2019.02.031

M3 - Article

VL - 129

SP - 407

EP - 436

JO - Mechanical Systems and Signal Processing

JF - Mechanical Systems and Signal Processing

SN - 0888-3270

IS - 1

ER -

ID: 45538926