Measurement of instantaneous shaft speed by advanced vibration signal processing - Application to wind turbine gearbox

Radosław Zimroz; Jacek Urbanek; Tomasz Barszcz; Walter Bartelmus; Fabien Millioz; Nadine Martin

doi:10.2478/v10178-011-0066-4

Measurement of instantaneous shaft speed by advanced vibration signal processing - Application to wind turbine gearbox

Radosław Zimroz, Jacek Urbanek, Tomasz Barszcz, Walter Bartelmus, Fabien Millioz, Nadine Martin

Research output: Contribution to journal › Article › peer-review

75 Scopus citations

Abstract

Condition monitoring of machines working under non-stationary operations is one of the most challenging problems in maintenance. A wind turbine is an example of such class of machines. One of effective approaches may be to identify operating conditions and investigate their influence on used diagnostic features. Commonly used methods based on measurement of electric current, rotational speed, power and other process variables require additional equipment (sensors, acquisition cards) and software. It is proposed to use advanced signal processing techniques for instantaneous shaft speed recovery from a vibration signal. It may be used instead of extra channels or in parallel as signal verification.

Original language	English (US)
Pages (from-to)	701-712
Number of pages	12
Journal	Metrology and Measurement Systems
Volume	18
Issue number	4
DOIs	https://doi.org/10.2478/v10178-011-0066-4
State	Published - 2011
Externally published	Yes

Keywords

Instantaneous frequency
Spectrogram
Speed estimation
Speed tracking
Wind turbines

ASJC Scopus subject areas

Control and Systems Engineering
Instrumentation

Access to Document

10.2478/v10178-011-0066-4

Cite this

@article{3e5ee89008b741ff97f92098c1c06d3b,

title = "Measurement of instantaneous shaft speed by advanced vibration signal processing - Application to wind turbine gearbox",

abstract = "Condition monitoring of machines working under non-stationary operations is one of the most challenging problems in maintenance. A wind turbine is an example of such class of machines. One of effective approaches may be to identify operating conditions and investigate their influence on used diagnostic features. Commonly used methods based on measurement of electric current, rotational speed, power and other process variables require additional equipment (sensors, acquisition cards) and software. It is proposed to use advanced signal processing techniques for instantaneous shaft speed recovery from a vibration signal. It may be used instead of extra channels or in parallel as signal verification.",

keywords = "Instantaneous frequency, Spectrogram, Speed estimation, Speed tracking, Wind turbines",

author = "Rados{\l}aw Zimroz and Jacek Urbanek and Tomasz Barszcz and Walter Bartelmus and Fabien Millioz and Nadine Martin",

note = "Funding Information: Paper is financially supported by the State Committee for Scientific Research in 2010 - 2013 as research project N N504 147838 (AGH, WUT).",

year = "2011",

doi = "10.2478/v10178-011-0066-4",

language = "English (US)",

volume = "18",

pages = "701--712",

journal = "Metrology and Measurement Systems",

issn = "0860-8229",

publisher = "Polish ACAD Sciences Committee Metrology and Res Equipment",

number = "4",

}

TY - JOUR

T1 - Measurement of instantaneous shaft speed by advanced vibration signal processing - Application to wind turbine gearbox

AU - Zimroz, Radosław

AU - Urbanek, Jacek

AU - Barszcz, Tomasz

AU - Bartelmus, Walter

AU - Millioz, Fabien

AU - Martin, Nadine

N1 - Funding Information: Paper is financially supported by the State Committee for Scientific Research in 2010 - 2013 as research project N N504 147838 (AGH, WUT).

PY - 2011

Y1 - 2011

N2 - Condition monitoring of machines working under non-stationary operations is one of the most challenging problems in maintenance. A wind turbine is an example of such class of machines. One of effective approaches may be to identify operating conditions and investigate their influence on used diagnostic features. Commonly used methods based on measurement of electric current, rotational speed, power and other process variables require additional equipment (sensors, acquisition cards) and software. It is proposed to use advanced signal processing techniques for instantaneous shaft speed recovery from a vibration signal. It may be used instead of extra channels or in parallel as signal verification.

AB - Condition monitoring of machines working under non-stationary operations is one of the most challenging problems in maintenance. A wind turbine is an example of such class of machines. One of effective approaches may be to identify operating conditions and investigate their influence on used diagnostic features. Commonly used methods based on measurement of electric current, rotational speed, power and other process variables require additional equipment (sensors, acquisition cards) and software. It is proposed to use advanced signal processing techniques for instantaneous shaft speed recovery from a vibration signal. It may be used instead of extra channels or in parallel as signal verification.

KW - Instantaneous frequency

KW - Spectrogram

KW - Speed estimation

KW - Speed tracking

KW - Wind turbines

UR - http://www.scopus.com/inward/record.url?scp=84856573763&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84856573763&partnerID=8YFLogxK

U2 - 10.2478/v10178-011-0066-4

DO - 10.2478/v10178-011-0066-4

M3 - Article

AN - SCOPUS:84856573763

SN - 0860-8229

VL - 18

SP - 701

EP - 712

JO - Metrology and Measurement Systems

JF - Metrology and Measurement Systems

IS - 4

ER -

Measurement of instantaneous shaft speed by advanced vibration signal processing - Application to wind turbine gearbox

Abstract

Keywords

ASJC Scopus subject areas

Access to Document

Other files and links

Fingerprint

Cite this