Wind Turbine Control with Multiple Model Predictive Control

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F13%3A43870109" target="_blank" >RIV/70883521:28140/13:43870109 - isvavai.cz</a>

Výsledek na webu

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DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

Wind Turbine Control with Multiple Model Predictive Control

Popis výsledku v původním jazyce

In this work, model predictive control of a wind-turbine system is studied. The nonlinear process is represented by a set of local linear models which were linearized for different wind speeds. Since not all the states are measurable, operating point andactive local model are determined by effective wind speed estimation using an extended Kalman filter (EKF). The estimated states and active model parameters are then used within predictive control strategy for computation of control signals. Due to different control demands in different operating regimes of the wind turbine the weighting matrices are also scheduled for different wind speeds. Simulations show that the wind-turbine system can be successfully controlled by this methodology.

Název v anglickém jazyce

Wind Turbine Control with Multiple Model Predictive Control

Popis výsledku anglicky

In this work, model predictive control of a wind-turbine system is studied. The nonlinear process is represented by a set of local linear models which were linearized for different wind speeds. Since not all the states are measurable, operating point andactive local model are determined by effective wind speed estimation using an extended Kalman filter (EKF). The estimated states and active model parameters are then used within predictive control strategy for computation of control signals. Due to different control demands in different operating regimes of the wind turbine the weighting matrices are also scheduled for different wind speeds. Simulations show that the wind-turbine system can be successfully controlled by this methodology.

Druh

D - Stať ve sborníku

CEP obor

JE - Nejaderná energetika, spotřeba a užití energie

OECD FORD obor

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Projekt

<a href="/cs/project/ED2.1.00%2F03.0089" target="_blank" >ED2.1.00/03.0089: Centrum bezpečnostních, informačních a pokročilých technologií (CEBIA-Tech)</a><br>

Návaznosti

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Rok uplatnění

2013

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

Recent, Advances in Automatic Control, Information and Communications 14th International Conference on Automation and Information (ICAI´13) 13th International Conference on Applied Informatics and Communications (AIC´13)

ISBN

978-960-474-316-2

ISSN

1790-5117

e-ISSN

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Počet stran výsledku

6

Strana od-do

97-102

Název nakladatele

WSEAS World Science and Engineering Academy and Science

Místo vydání

Atény

Místo konání akce

Valencie

Datum konání akce

6. 8. 2013

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

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