Wind Turbine Control with Multiple Model Predictive Control
The result's identifiers
Result code in 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>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Wind Turbine Control with Multiple Model Predictive Control
Original language description
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.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
JE - Non-nuclear power engineering, energy consumption and utilization
OECD FORD branch
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Result continuities
Project
<a href="/en/project/ED2.1.00%2F03.0089" target="_blank" >ED2.1.00/03.0089: The Centre of Security, Information and Advanced Technologies (CEBIA-Tech)</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2013
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
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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Number of pages
6
Pages from-to
97-102
Publisher name
WSEAS World Science and Engineering Academy and Science
Place of publication
Atény
Event location
Valencie
Event date
Aug 6, 2013
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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