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Robust Fault Diagnosis and Fault Tolerant Control of Wind Turbines: Data-driven and model-based approaches - Couverture souple

Farsoni, Saverio; Simani, Silvio

 
9783659838019: Robust Fault Diagnosis and Fault Tolerant Control of Wind Turbines: Data-driven and model-based approaches
Couverture souple
ISBN 10 : 3659838012 ISBN 13 : 9783659838019
Editeur : Scholars' Press, 2016

Synopsis

The increasing demand for energy generation from renewable sources has led to a growing attention on wind turbines. They represent very complex systems which require reliability, availability, maintainability, safety and, above all, efficiency on the generation of electrical power. Thus, new research challenges arise in the context of modelling and control. Advanced sustainable control systems can provide the optimisation of energy conversion and guarantee the desired performances even in presence of possible anomalous working condition, caused by unexpected faults. This monograph deals with the fault diagnosis and the fault tolerant control of wind turbines, and it proposes novel solutions to the problem of earlier fault detection and accommodation. The developed fault tolerant controller is mainly based on a fault diagnosis module, which provides the on-line information on the faulty or fault-free status of the system, so that the control action can be compensated. The design of the fault estimators involves different approaches, as they offer an effective tool for coping with a poor analytical knowledge of the system dynamics, together with noise and disturbances.

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Présentation de l'éditeur

The increasing demand for energy generation from renewable sources has led to a growing attention on wind turbines. They represent very complex systems which require reliability, availability, maintainability, safety and, above all, efficiency on the generation of electrical power. Thus, new research challenges arise in the context of modelling and control. Advanced sustainable control systems can provide the optimisation of energy conversion and guarantee the desired performances even in presence of possible anomalous working condition, caused by unexpected faults. This monograph deals with the fault diagnosis and the fault tolerant control of wind turbines, and it proposes novel solutions to the problem of earlier fault detection and accommodation. The developed fault tolerant controller is mainly based on a fault diagnosis module, which provides the on-line information on the faulty or fault-free status of the system, so that the control action can be compensated. The design of the fault estimators involves different approaches, as they offer an effective tool for coping with a poor analytical knowledge of the system dynamics, together with noise and disturbances.

Biographie de l'auteur

Saverio Farsoni: (2012) Informatics and Automation Engineering M.Sc. and (2016) Information Sciences Ph.D at the University of Ferrara (Italy). Research fellow. Silvio Simani: (1996) Electronic Engineering M.Sc. and (2000) Information Sciences Ph.D at the University of Ferrara and Modena. Professor. They work on FDI and FTC for dynamic processes.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Scholars' Press
Date d'édition
2016
Langue
anglais
ISBN 10 
3659838012
ISBN 13 
9783659838019
Reliure
Broché
Nombre de pages
108
Coordonnées du fabricant
non disponible
Personne responsable
non disponible