Model reference adaptive fault-tolerant control with application to wind turbines

Lingling FAN; Yongduan SONG

doi:10.1109/CCDC.2011.5968393

Model reference adaptive fault-tolerant control with application to wind turbines

Lingling FAN^*
, Yongduan SONG

^*Corresponding author for this work

Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

2 Citations (Scopus)

Abstract

This paper presents a model-reference adaptive fault-tolerant control scheme for a class of nonlinear systems. Robust adaptive control algorithms are derived without the need for precise system parameters or analytical bound estimation on actuator failure variables. The overall control scheme has simpler structure and demand less online computations as compared with most existing methods. The proposed strategy is applied to individual pitch control of wind turbines where each blade of the wind turbine is controlled independently to track the corresponding reference signal in the presence of actuator fault and modeling uncertainties. Formative analysis and simulation on various failure scenarios confirm the effectiveness of the proposed method. © 2011 IEEE.

Original language	English
Title of host publication	Proceedings of the 2011 Chinese Control and Decision Conference, CCDC 2011
Publisher	IEEE
Pages	1314-1319
Number of pages	6
ISBN (Electronic)	9781424487387
ISBN (Print)	9781424487370
DOIs	https://doi.org/10.1109/CCDC.2011.5968393
Publication status	Published - 5 Sept 2011
Externally published	Yes
Event	2011 Chinese Control and Decision Conference, CCDC 2011 - Mianyang, China Duration: 23 May 2011 → 25 May 2011

Conference

Conference	2011 Chinese Control and Decision Conference, CCDC 2011
Country/Territory	China
City	Mianyang
Period	23/05/11 → 25/05/11

Keywords

Actuator Failures
Fault-tolerant Control (FTC)
Individual Blade Pitch Control
Model-reference Adaptive Control
Wind Turbine

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10.1109/CCDC.2011.5968393

Cite this

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title = "Model reference adaptive fault-tolerant control with application to wind turbines",

abstract = "This paper presents a model-reference adaptive fault-tolerant control scheme for a class of nonlinear systems. Robust adaptive control algorithms are derived without the need for precise system parameters or analytical bound estimation on actuator failure variables. The overall control scheme has simpler structure and demand less online computations as compared with most existing methods. The proposed strategy is applied to individual pitch control of wind turbines where each blade of the wind turbine is controlled independently to track the corresponding reference signal in the presence of actuator fault and modeling uncertainties. Formative analysis and simulation on various failure scenarios confirm the effectiveness of the proposed method. {\textcopyright} 2011 IEEE.",

keywords = "Actuator Failures, Fault-tolerant Control (FTC), Individual Blade Pitch Control, Model-reference Adaptive Control, Wind Turbine",

author = "Lingling FAN and Yongduan SONG",

year = "2011",

month = sep,

day = "5",

doi = "10.1109/CCDC.2011.5968393",

language = "English",

isbn = "9781424487370",

pages = "1314--1319",

booktitle = "Proceedings of the 2011 Chinese Control and Decision Conference, CCDC 2011",

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note = "2011 Chinese Control and Decision Conference, CCDC 2011 ; Conference date: 23-05-2011 Through 25-05-2011",

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TY - GEN

T1 - Model reference adaptive fault-tolerant control with application to wind turbines

AU - FAN, Lingling

AU - SONG, Yongduan

PY - 2011/9/5

Y1 - 2011/9/5

N2 - This paper presents a model-reference adaptive fault-tolerant control scheme for a class of nonlinear systems. Robust adaptive control algorithms are derived without the need for precise system parameters or analytical bound estimation on actuator failure variables. The overall control scheme has simpler structure and demand less online computations as compared with most existing methods. The proposed strategy is applied to individual pitch control of wind turbines where each blade of the wind turbine is controlled independently to track the corresponding reference signal in the presence of actuator fault and modeling uncertainties. Formative analysis and simulation on various failure scenarios confirm the effectiveness of the proposed method. © 2011 IEEE.

AB - This paper presents a model-reference adaptive fault-tolerant control scheme for a class of nonlinear systems. Robust adaptive control algorithms are derived without the need for precise system parameters or analytical bound estimation on actuator failure variables. The overall control scheme has simpler structure and demand less online computations as compared with most existing methods. The proposed strategy is applied to individual pitch control of wind turbines where each blade of the wind turbine is controlled independently to track the corresponding reference signal in the presence of actuator fault and modeling uncertainties. Formative analysis and simulation on various failure scenarios confirm the effectiveness of the proposed method. © 2011 IEEE.

KW - Actuator Failures

KW - Fault-tolerant Control (FTC)

KW - Individual Blade Pitch Control

KW - Model-reference Adaptive Control

KW - Wind Turbine

UR - https://www.scopus.com/pages/publications/80052250342

U2 - 10.1109/CCDC.2011.5968393

DO - 10.1109/CCDC.2011.5968393

M3 - Conference paper (refereed)

AN - SCOPUS:80052250342

SN - 9781424487370

SP - 1314

EP - 1319

BT - Proceedings of the 2011 Chinese Control and Decision Conference, CCDC 2011

PB - IEEE

T2 - 2011 Chinese Control and Decision Conference, CCDC 2011

Y2 - 23 May 2011 through 25 May 2011

ER -

Model reference adaptive fault-tolerant control with application to wind turbines

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