Use of SCADA Data for Failure Detection in Wind Turbines

Shawn Sheng; Paul Fleming; K. Kim; G. Parthasarathy; O. Uluyol; W. Foslien

Use of SCADA Data for Failure Detection in Wind Turbines

Shawn Sheng
, Paul Fleming
, K. Kim
, G. Parthasarathy
, O. Uluyol
, W. Foslien

National Wind Technology Center

Research output: Contribution to conference › Paper

Abstract

This paper discusses the use of existing wind turbine SCADA data for development of fault detection and diagnostic techniques for wind turbines.

Original language	American English
Number of pages	11
State	Published - 2011
Event	2011 Energy Sustainability Conference and Fuel Cell Conference - Washington, D.C. Duration: 7 Aug 2011 → 10 Aug 2011

Conference

Conference	2011 Energy Sustainability Conference and Fuel Cell Conference
City	Washington, D.C.
Period	7/08/11 → 10/08/11

NLR Publication Number

NREL/CP-5000-51653

Keywords

gearbox failure
SCADA
supervisory control and data acquisition
wind turbine condition monitoring
wind turbine gearbox

Access to Document

https://www.nrel.gov/docs/fy12osti/51653.pdf

Cite this

@conference{2fdc3ac6278b4daeb383e40450fd901c,

title = "Use of SCADA Data for Failure Detection in Wind Turbines",

abstract = "This paper discusses the use of existing wind turbine SCADA data for development of fault detection and diagnostic techniques for wind turbines.",

keywords = "gearbox failure, SCADA, supervisory control and data acquisition, wind turbine condition monitoring, wind turbine gearbox",

author = "Shawn Sheng and Paul Fleming and K. Kim and G. Parthasarathy and O. Uluyol and W. Foslien",

year = "2011",

language = "American English",

note = "2011 Energy Sustainability Conference and Fuel Cell Conference ; Conference date: 07-08-2011 Through 10-08-2011",

}

TY - CONF

T1 - Use of SCADA Data for Failure Detection in Wind Turbines

AU - Sheng, Shawn

AU - Fleming, Paul

AU - Kim, K.

AU - Parthasarathy, G.

AU - Uluyol, O.

AU - Foslien, W.

PY - 2011

Y1 - 2011

N2 - This paper discusses the use of existing wind turbine SCADA data for development of fault detection and diagnostic techniques for wind turbines.

AB - This paper discusses the use of existing wind turbine SCADA data for development of fault detection and diagnostic techniques for wind turbines.

KW - gearbox failure

KW - SCADA

KW - supervisory control and data acquisition

KW - wind turbine condition monitoring

KW - wind turbine gearbox

UR - https://www.scopus.com/pages/publications/84881173549

M3 - Paper

T2 - 2011 Energy Sustainability Conference and Fuel Cell Conference

Y2 - 7 August 2011 through 10 August 2011

ER -

Use of SCADA Data for Failure Detection in Wind Turbines

Abstract

Conference

NLR Publication Number

Keywords

Access to Document

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Cite this