Silvio Simani's Books

Fault Diagnosis and Sustainable Control of Wind Turbines

Robust Data-Driven and Model-Based Strategies

By: Silvio Simani,Saverio Farsoni

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Fault Diagnosis and Sustainable Control of Wind Turbines

Robust Data-Driven and Model-Based Strategies

By: Silvio Simani,Saverio Farsoni

Fault Diagnosis and Sustainable Control of Wind Turbines: Robust Data-Driven and Model-Based Strategies discusses the development of reliable and robust fault diagnosis and fault-tolerant ('sustainable') control schemes by means of data-driven and model-based approaches. These strategies are able to cope with unknown nonlinear systems and noisy measurements. The book also discusses simpler solutions relying on data-driven and model-based methodologies, which are key when on-line implementations are considered for the proposed schemes. The book targets both professional engineers working in industry and researchers in academic and scientific institutions. In order to improve the safety, reliability and efficiency of wind turbine systems, thus avoiding expensive unplanned maintenance, the accommodation of faults in their early occurrence is fundamental. To highlight the potential of the proposed methods in real applications, hardware–in–the–loop test facilities (representing realistic wind turbine systems) are considered to analyze the digital implementation of the designed solutions. The achieved results show that the developed schemes are able to maintain the desired performances, thus validating their reliability and viability in real-time implementations. Different groups of readers—ranging from industrial engineers wishing to gain insight into the applications' potential of new fault diagnosis and sustainable control methods, to the academic control community looking for new problems to tackle—will find much to learn from this work. - Provides wind turbine models with varying complexity, as well as the solutions proposed and developed by the authors - Addresses in detail the design, development and realistic implementation of fault diagnosis and fault tolerant control strategies for wind turbine systems - Addresses the development of sustainable control solutions that, in general, do not require the introduction of further or redundant measurements - Proposes active fault tolerant ('sustainable') solutions that are able to maintain the wind turbine working conditions with gracefully degraded performance before required maintenance can occur - Presents full coverage of the diagnosis and fault tolerant control problem, starting from the modeling and identification and finishing with diagnosis and fault tolerant control approaches - Provides MATLAB and Simulink codes for the solutions proposed

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Page Count

230

Publisher

Butterworth-Heinemann

Published Date

ISBN 10

0128129859

ISBN 13

9780128129852

Model-based Fault Diagnosis in Dynamic Systems Using Identification Techniques

By: Silvio Simani,Cesare Fantuzzi,Ron J. Patton

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Model-based Fault Diagnosis in Dynamic Systems Using Identification Techniques

By: Silvio Simani,Cesare Fantuzzi,Ron J. Patton

Safety in industrial process and production plants is a concern of rising importance but because the control devices which are now exploited to improve the performance of industrial processes include both sophisticated digital system design techniques and complex hardware, there is a higher probability of failure. Control systems must include automatic supervision of closed-loop operation to detect and isolate malfunctions quickly. A promising method for solving this problem is "analytical redundancy", in which residual signals are obtained and an accurate model of the system mimics real process behaviour. If a fault occurs, the residual signal is used to diagnose and isolate the malfunction. This book focuses on model identification oriented to the analytical approach of fault diagnosis and identification covering: choice of model structure; parameter identification; residual generation; and fault diagnosis and isolation. Sample case studies are used to demonstrate the application of these techniques.

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Page Count

294

Publisher

Springer Science & Business Media

Published Date

ISBN 10

1447138295

ISBN 13

9781447138297

Fault Diagnosis and Sustainable Control of Wind Turbines

Robust Data-Driven and Model-Based Strategies

By: Silvio Simani,Saverio Farsoni

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Fault Diagnosis and Sustainable Control of Wind Turbines

Robust Data-Driven and Model-Based Strategies

By: Silvio Simani,Saverio Farsoni

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

230

Publisher

Butterworth-Heinemann

Published Date

ISBN 10

0128129859

ISBN 13

9780128129852

Model-based Fault Diagnosis in Dynamic Systems Using Identification Techniques

By: Silvio Simani,Cesare Fantuzzi,Ron J. Patton

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Model-based Fault Diagnosis in Dynamic Systems Using Identification Techniques

By: Silvio Simani,Cesare Fantuzzi,Ron J. Patton

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

294

Publisher

Springer Science & Business Media

Published Date

ISBN 10

1447138295

ISBN 13

9781447138297

Book's by Silvio Simani

Fault Diagnosis and Sustainable Control of Wind Turbines

Fault Diagnosis and Sustainable Control of Wind Turbines

Model-based Fault Diagnosis in Dynamic Systems Using Identification Techniques

Model-based Fault Diagnosis in Dynamic Systems Using Identification Techniques

Fault Diagnosis and Sustainable Control of Wind Turbines

Fault Diagnosis and Sustainable Control of Wind Turbines

Model-based Fault Diagnosis in Dynamic Systems Using Identification Techniques

Model-based Fault Diagnosis in Dynamic Systems Using Identification Techniques

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