Fault Diagnosis and Sustainable Control of Wind Turbines

Robust Data-Driven and Model-Based Strategies

Nonfiction, Science & Nature, Technology, Automation, Engineering, Mechanical
Cover of the book Fault Diagnosis and Sustainable Control of Wind Turbines by Silvio Simani, Saverio Farsoni, Elsevier Science
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Silvio Simani, Saverio Farsoni ISBN: 9780128129852
Publisher: Elsevier Science Publication: January 2, 2018
Imprint: Butterworth-Heinemann Language: English
Author: Silvio Simani, Saverio Farsoni
ISBN: 9780128129852
Publisher: Elsevier Science
Publication: January 2, 2018
Imprint: Butterworth-Heinemann
Language: English

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
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from Elsevier Science

Cover of the book A Guide to Filtration with String Wound Cartridges by Silvio Simani, Saverio Farsoni
Cover of the book Handbook of Materials Failure Analysis with Case Studies from the Oil and Gas Industry by Silvio Simani, Saverio Farsoni
Cover of the book Annual Reports on NMR Spectroscopy by Silvio Simani, Saverio Farsoni
Cover of the book Coasts and Estuaries by Silvio Simani, Saverio Farsoni
Cover of the book Handbook of Radioactivity Analysis by Silvio Simani, Saverio Farsoni
Cover of the book Brain Receptor Methodologies by Silvio Simani, Saverio Farsoni
Cover of the book On the Psychobiology of Personality by Silvio Simani, Saverio Farsoni
Cover of the book VHDL 101 by Silvio Simani, Saverio Farsoni
Cover of the book Logarithmic Image Processing: Theory and Applications by Silvio Simani, Saverio Farsoni
Cover of the book Advances in Immunology by Silvio Simani, Saverio Farsoni
Cover of the book Phasor Measurement Units and Wide Area Monitoring Systems by Silvio Simani, Saverio Farsoni
Cover of the book The Common Extremalities in Biology and Physics by Silvio Simani, Saverio Farsoni
Cover of the book Soil Microbiology, Ecology and Biochemistry by Silvio Simani, Saverio Farsoni
Cover of the book Electrochemical Water and Wastewater Treatment by Silvio Simani, Saverio Farsoni
Cover of the book Choroidal Disorders by Silvio Simani, Saverio Farsoni
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy