Fatigue Load Modeling and Control for Wind Turbines based on Hysteresis Operators

Jose de Jesus Barradas Berglind; Rafal Wisniewski; Mohsen Soltani

doi:10.1109/ACC.2015.7171908

Fatigue Load Modeling and Control for Wind Turbines based on Hysteresis Operators

Jose de Jesus Barradas Berglind, Rafal Wisniewski, Mohsen Soltani

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

9 Citations (Scopus)

778 Downloads (Pure)

Abstract

The focus of this work is on fatigue load modeling and controller design for the wind turbine level. The main purpose is to include a model of the damage effects caused by the fatigue of the wind turbine components in the controller design process. This paper addresses an online fatigue estimation method based on hysteresis operators, which can be used in control loops. Furthermore, we propose a model predictive control (MPC) strategy that incorporates the online fatigue estimation through the objective function, where the ultimate goal in mind is to reduce the fatigue load of the wind turbine, while tracking a desired power reference. The outcome is an adaptive or self-tuning MPC scheme for wind turbine fatigue load reduction. The results of the proposed strategy are then compared against a baseline MPC.

Original language	English
Title of host publication	American Control Conference (ACC), 2015
Number of pages	7
Publisher	IEEE Press
Publication date	1 Jul 2015
Pages	3721-3727
ISBN (Print)	978-1-4799-8685-9
DOIs	https://doi.org/10.1109/ACC.2015.7171908
Publication status	Published - 1 Jul 2015
Event	2015 American Control Conference (ACC) - Chicago, IL, United States Duration: 1 Jul 2015 → 3 Jul 2015

Conference

Conference	2015 American Control Conference (ACC)
Country/Territory	United States
City	Chicago, IL
Period	01/07/2015 → 03/07/2015

Series	American Control Conference
ISSN	0743-1619

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10.1109/ACC.2015.7171908

2015ACC_0733_FIAccepted author manuscript, 1.01 MB

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EDGE: EDGE (Efficient Distribution of Green Energy)
Wisniewski, R., Bak-Jensen, B., Bendtsen, J. D., Bunzel, H., De Persis, C., Jung, O., Leth, J., Madsen, T. K., Kordheili, R. A., Barradas Berglind, J. D. J., Izadi-Zamanabadi, R., Jaeschke, J., Madsen, J. T., Mahat, P., Minko, T., Neamtu, I. D., Edlund, K., Pillai, J. R., Schwefel, H., Skogestad, S., Sloth, C., Thoegersen, P. & Trip, S.
01/04/2012 → 31/12/2016
Project: Research

Cite this

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title = "Fatigue Load Modeling and Control for Wind Turbines based on Hysteresis Operators",

abstract = "The focus of this work is on fatigue load modeling and controller design for the wind turbine level. The main purpose is to include a model of the damage effects caused by the fatigue of the wind turbine components in the controller design process. This paper addresses an online fatigue estimation method based on hysteresis operators, which can be used in control loops. Furthermore, we propose a model predictive control (MPC) strategy that incorporates the online fatigue estimation through the objective function, where the ultimate goal in mind is to reduce the fatigue load of the wind turbine, while tracking a desired power reference. The outcome is an adaptive or self-tuning MPC scheme for wind turbine fatigue load reduction. The results of the proposed strategy are then compared against a baseline MPC.",

author = "{Barradas Berglind}, {Jose de Jesus} and Rafal Wisniewski and Mohsen Soltani",

year = "2015",

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doi = "10.1109/ACC.2015.7171908",

language = "English",

isbn = "978-1-4799-8685-9",

series = "American Control Conference",

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}

Fatigue Load Modeling and Control for Wind Turbines based on Hysteresis Operators. / Barradas Berglind, Jose de Jesus; Wisniewski, Rafal ; Soltani, Mohsen.
American Control Conference (ACC), 2015. IEEE Press, 2015. p. 3721-3727 (American Control Conference).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

TY - GEN

T1 - Fatigue Load Modeling and Control for Wind Turbines based on Hysteresis Operators

AU - Barradas Berglind, Jose de Jesus

AU - Wisniewski, Rafal

AU - Soltani, Mohsen

PY - 2015/7/1

Y1 - 2015/7/1

N2 - The focus of this work is on fatigue load modeling and controller design for the wind turbine level. The main purpose is to include a model of the damage effects caused by the fatigue of the wind turbine components in the controller design process. This paper addresses an online fatigue estimation method based on hysteresis operators, which can be used in control loops. Furthermore, we propose a model predictive control (MPC) strategy that incorporates the online fatigue estimation through the objective function, where the ultimate goal in mind is to reduce the fatigue load of the wind turbine, while tracking a desired power reference. The outcome is an adaptive or self-tuning MPC scheme for wind turbine fatigue load reduction. The results of the proposed strategy are then compared against a baseline MPC.

AB - The focus of this work is on fatigue load modeling and controller design for the wind turbine level. The main purpose is to include a model of the damage effects caused by the fatigue of the wind turbine components in the controller design process. This paper addresses an online fatigue estimation method based on hysteresis operators, which can be used in control loops. Furthermore, we propose a model predictive control (MPC) strategy that incorporates the online fatigue estimation through the objective function, where the ultimate goal in mind is to reduce the fatigue load of the wind turbine, while tracking a desired power reference. The outcome is an adaptive or self-tuning MPC scheme for wind turbine fatigue load reduction. The results of the proposed strategy are then compared against a baseline MPC.

U2 - 10.1109/ACC.2015.7171908

DO - 10.1109/ACC.2015.7171908

M3 - Article in proceeding

SN - 978-1-4799-8685-9

T3 - American Control Conference

SP - 3721

EP - 3727

BT - American Control Conference (ACC), 2015

PB - IEEE Press

T2 - 2015 American Control Conference (ACC)

Y2 - 1 July 2015 through 3 July 2015

ER -

Fatigue Load Modeling and Control for Wind Turbines based on Hysteresis Operators

Abstract

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Projects

EDGE: EDGE (Efficient Distribution of Green Energy)

Cite this