Gaussian vs non-Gaussian turbulence: impact on wind turbine loads

Jacob Berg, Anand Natarajan, Jakob Mann, Edward G. Patton

Research output: Contribution to journalJournal articleResearchpeer-review

Abstract

From large-eddy simulations of atmospheric turbulence, a representation of Gaussian turbulence is constructed by randomizing the phases of the individual modes of variability. Time series of Gaussian turbulence are constructed and compared with its non-Gaussian counterpart. Time series from the two types of turbulence are then used as input to wind turbine load simulations under normal operations with the HAWC2 software package. A slight increase in the extreme loads of the tower base fore-aft moment is observed for high wind speeds when using non-Gaussian turbulence but is insignificant when taking into account the safety factor for extreme moments. Other extreme load moments as well as the fatigue loads are not affected because of the use of non-Gaussian turbulent inflow. It is suggested that the turbine thus acts like a low-pass filter that averages out the non-Gaussian behaviour, which is mainly associated with the fastest and smallest scales. Copyright © 2016 John Wiley & Sons, Ltd.
Original languageEnglish
JournalWind Energy
Volume19
Issue number11
Pages (from-to)1975–1989
Number of pages15
ISSN1095-4244
DOIs
Publication statusPublished - 2016

Bibliographical note

This project is sponsored by the Danish Energy Technology Development and Demonstration EUDP Project 64011-0352: Demonstration of a basis for tall wind turbine design. Partial support from the Danish Council for Strategic Research grant no. 09-067216 is also acknowledged

Keywords

  • Loads
  • Large-eddy simulation
  • Atmospheric turbulence
  • Proper orthogonal decomposition
  • Aeroelastic simulation

Cite this

Berg, Jacob ; Natarajan, Anand ; Mann, Jakob ; Patton, Edward G. / Gaussian vs non-Gaussian turbulence: impact on wind turbine loads. In: Wind Energy. 2016 ; Vol. 19, No. 11. pp. 1975–1989.
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title = "Gaussian vs non-Gaussian turbulence: impact on wind turbine loads",
abstract = "From large-eddy simulations of atmospheric turbulence, a representation of Gaussian turbulence is constructed by randomizing the phases of the individual modes of variability. Time series of Gaussian turbulence are constructed and compared with its non-Gaussian counterpart. Time series from the two types of turbulence are then used as input to wind turbine load simulations under normal operations with the HAWC2 software package. A slight increase in the extreme loads of the tower base fore-aft moment is observed for high wind speeds when using non-Gaussian turbulence but is insignificant when taking into account the safety factor for extreme moments. Other extreme load moments as well as the fatigue loads are not affected because of the use of non-Gaussian turbulent inflow. It is suggested that the turbine thus acts like a low-pass filter that averages out the non-Gaussian behaviour, which is mainly associated with the fastest and smallest scales. Copyright {\circledC} 2016 John Wiley & Sons, Ltd.",
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Gaussian vs non-Gaussian turbulence: impact on wind turbine loads. / Berg, Jacob; Natarajan, Anand; Mann, Jakob; Patton, Edward G.

In: Wind Energy, Vol. 19, No. 11, 2016, p. 1975–1989.

Research output: Contribution to journalJournal articleResearchpeer-review

TY - JOUR

T1 - Gaussian vs non-Gaussian turbulence: impact on wind turbine loads

AU - Berg, Jacob

AU - Natarajan, Anand

AU - Mann, Jakob

AU - Patton, Edward G.

N1 - This project is sponsored by the Danish Energy Technology Development and Demonstration EUDP Project 64011-0352: Demonstration of a basis for tall wind turbine design. Partial support from the Danish Council for Strategic Research grant no. 09-067216 is also acknowledged

PY - 2016

Y1 - 2016

N2 - From large-eddy simulations of atmospheric turbulence, a representation of Gaussian turbulence is constructed by randomizing the phases of the individual modes of variability. Time series of Gaussian turbulence are constructed and compared with its non-Gaussian counterpart. Time series from the two types of turbulence are then used as input to wind turbine load simulations under normal operations with the HAWC2 software package. A slight increase in the extreme loads of the tower base fore-aft moment is observed for high wind speeds when using non-Gaussian turbulence but is insignificant when taking into account the safety factor for extreme moments. Other extreme load moments as well as the fatigue loads are not affected because of the use of non-Gaussian turbulent inflow. It is suggested that the turbine thus acts like a low-pass filter that averages out the non-Gaussian behaviour, which is mainly associated with the fastest and smallest scales. Copyright © 2016 John Wiley & Sons, Ltd.

AB - From large-eddy simulations of atmospheric turbulence, a representation of Gaussian turbulence is constructed by randomizing the phases of the individual modes of variability. Time series of Gaussian turbulence are constructed and compared with its non-Gaussian counterpart. Time series from the two types of turbulence are then used as input to wind turbine load simulations under normal operations with the HAWC2 software package. A slight increase in the extreme loads of the tower base fore-aft moment is observed for high wind speeds when using non-Gaussian turbulence but is insignificant when taking into account the safety factor for extreme moments. Other extreme load moments as well as the fatigue loads are not affected because of the use of non-Gaussian turbulent inflow. It is suggested that the turbine thus acts like a low-pass filter that averages out the non-Gaussian behaviour, which is mainly associated with the fastest and smallest scales. Copyright © 2016 John Wiley & Sons, Ltd.

KW - Loads

KW - Large-eddy simulation

KW - Atmospheric turbulence

KW - Proper orthogonal decomposition

KW - Aeroelastic simulation

U2 - 10.1002/we.1963

DO - 10.1002/we.1963

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VL - 19

SP - 1975

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JO - Wind Energy

JF - Wind Energy

SN - 1095-4244

IS - 11

ER -