Fault Tolerant Wind Farm Control: a Benchmark Model

Peter Fogh Odgaard; Jakob Stoustrup

doi:10.1109/CCA.2013.6662784

Fault Tolerant Wind Farm Control: a Benchmark Model

Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

30 Citationer (Scopus)

Abstract

This paper presents a test benchmark model for the evaluation of fault detection and accommodation schemes. This benchmark model deals with the wind turbine on a system level, and it includes sensor, actuator, and system faults, namely faults in the pitch system, the drive train, the generator, and the converter system. Since it is a system-level model, converter and pitch system models are simplified because these are controlled by internal controllers working at higher frequencies than the system model. The model represents a three-bladed pitch-controlled variable-speed wind turbine with a nominal power of 4.8 MW. The fault detection and isolation (FDI) problem was addressed by several teams, and five of the solutions are compared in the second part of this paper. This comparison relies on additional test data in which the faults occur in different operating conditions than in the test data used for the FDI design.

Originalsprog	Engelsk
Titel	Control Applications (CCA), 2013 IEEE International Conference on
Forlag	IEEE
Publikationsdato	aug. 2013
Sider	412-417
ISBN (Trykt)	978-1-4799-1559-0
DOI	https://doi.org/10.1109/CCA.2013.6662784
Status	Udgivet - aug. 2013
Begivenhed	I E E E International Conference on Control Applications, CCA 2013: Part of 2013 IEEE Multi-Conference on Systems and Control - Hyderabad, Indien Varighed: 28 aug. 2013 → 30 aug. 2013

Konference

Konference	I E E E International Conference on Control Applications, CCA 2013
Land/Område	Indien
By	Hyderabad
Periode	28/08/2013 → 30/08/2013

Navn	I E E E International Conference on Control Applications. Proceedings
ISSN	1085-1992

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10.1109/CCA.2013.6662784

http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6662784

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Citationsformater

@inproceedings{6397ae9b805a4a608c6bcd00ea92ce0e,

title = "Fault Tolerant Wind Farm Control: a Benchmark Model",

abstract = "In the recent years the wind turbine industry has focused on optimizing the cost of energy. One of the important factors in this is to increase reliability of the wind turbines. Advanced fault detection, isolation and accommodation are important tools in this process. Clearly most faults are dealt with best at a wind turbine control level. However, some faults are better dealt with at the wind farm control level, if the wind turbine is located in a wind farm. In this paper a benchmark model for fault detection and isolation, and fault tolerant control of wind turbines implemented at the wind farm control level is presented. The benchmark model includes a small wind farm of nine wind turbines, based on simple models of the wind turbines as well as the wind and interactions between wind turbines in the wind farm. The model includes wind and power references scenarios as well as three relevant fault scenarios. This benchmark model is used in an international competition dealing with Wind Farm fault detection and isolation and fault tolerant control.",

author = "Odgaard, {Peter Fogh} and Jakob Stoustrup",

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isbn = "978-1-4799-1559-0",

series = "I E E E International Conference on Control Applications. Proceedings",

publisher = "IEEE",

pages = "412--417",

booktitle = "Control Applications (CCA), 2013 IEEE International Conference on",

address = "United States",

note = "I E E E International Conference on Control Applications, CCA 2013 : Part of 2013 IEEE Multi-Conference on Systems and Control ; Conference date: 28-08-2013 Through 30-08-2013",

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Odgaard, PF & Stoustrup, J 2013, Fault Tolerant Wind Farm Control: a Benchmark Model. i Control Applications (CCA), 2013 IEEE International Conference on . IEEE, I E E E International Conference on Control Applications. Proceedings, s. 412-417, I E E E International Conference on Control Applications, CCA 2013, Hyderabad, Indien, 28/08/2013. https://doi.org/10.1109/CCA.2013.6662784

Fault Tolerant Wind Farm Control: a Benchmark Model. / Odgaard, Peter Fogh; Stoustrup, Jakob.
Control Applications (CCA), 2013 IEEE International Conference on . IEEE, 2013. s. 412-417 (I E E E International Conference on Control Applications. Proceedings).

Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

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T1 - Fault Tolerant Wind Farm Control

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N2 - In the recent years the wind turbine industry has focused on optimizing the cost of energy. One of the important factors in this is to increase reliability of the wind turbines. Advanced fault detection, isolation and accommodation are important tools in this process. Clearly most faults are dealt with best at a wind turbine control level. However, some faults are better dealt with at the wind farm control level, if the wind turbine is located in a wind farm. In this paper a benchmark model for fault detection and isolation, and fault tolerant control of wind turbines implemented at the wind farm control level is presented. The benchmark model includes a small wind farm of nine wind turbines, based on simple models of the wind turbines as well as the wind and interactions between wind turbines in the wind farm. The model includes wind and power references scenarios as well as three relevant fault scenarios. This benchmark model is used in an international competition dealing with Wind Farm fault detection and isolation and fault tolerant control.

AB - In the recent years the wind turbine industry has focused on optimizing the cost of energy. One of the important factors in this is to increase reliability of the wind turbines. Advanced fault detection, isolation and accommodation are important tools in this process. Clearly most faults are dealt with best at a wind turbine control level. However, some faults are better dealt with at the wind farm control level, if the wind turbine is located in a wind farm. In this paper a benchmark model for fault detection and isolation, and fault tolerant control of wind turbines implemented at the wind farm control level is presented. The benchmark model includes a small wind farm of nine wind turbines, based on simple models of the wind turbines as well as the wind and interactions between wind turbines in the wind farm. The model includes wind and power references scenarios as well as three relevant fault scenarios. This benchmark model is used in an international competition dealing with Wind Farm fault detection and isolation and fault tolerant control.

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Fault Tolerant Wind Farm Control: a Benchmark Model

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