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010 a| 2017951979;

020 a| 9780128129845q| (paperback);

020 a| 0128129840q| (paperback);

035 a| (WaSeSS)ssj0002027519;

042 a| lccopycat;

049 a| EREEa| NEHH;

050 00 a| TJ828b| .S55 2018;

082 04 a| 621.3/121362| 23;

100 1 a| Simani, Silvio,d| 1971-?| UNAUTHORIZED;

245 10 a| Fault diagnosis and sustainable control of wind turbinesh| [electronic resource] :b| robust data-driven and model-based strategies /c| Silvio Simani, Saverio Farsoni.;

260 a| Oxford, United Kingdom :b| Butterworth-Heinemann,c| [2018];

300 a| xiii, 213 pages :b| illustrations ;c| 28 cm;

504 a| Includes bibliographical references and index.;

505 00 a| Machine generated contents note:g| 1.t| Introduction --g| 1.1.t| Introduction --g| 1.2.t| Motivations --g| 1.3.t| Nomenclature --g| 1.4.t| Introduction to Wind Turbine Modeling --g| 1.5.t| Introduction to Fault Diagnosis Methods --g| 1.6.t| Introduction to Fault Tolerant Control Methods --g| 1.7.t| Modeling and Advanced Control Benchmarking --g| 1.8.t| Outline of the Monograph --g| 1.9.t| Summary --g| 2.t| System and Fault Modeling --g| 2.1.t| Introduction --g| 2.2.t| System Description --g| 2.2.1.t| Wind Turbine Categories --g| 2.3.t| Wind Turbine Main Components --g| 2.3.1.t| Aerodynamic System --g| 2.3.2.t| Drive-Train Model --g| 2.3.3.t| Load Carrying Structure and Blade Models --g| 2.3.4.t| Power System Model --g| 2.3.5.t| Pitch System Model --g| 2.3.6.t| Wind Model --g| 2.3.7.t| Model-Reality Mismatch --g| 2.3.8.t| Actuator and Sensor Models --g| 2.3.9.t| Overall Model Structure --g| 2.4.t| Wind Turbine Control Issues --g| 2.4.1.t| Advanced Control Solutions --g| 2.4.2.t| Wind Turbines Feedback Control --g| 2.4.3.t| Structural and Drive-Train Stress Damper --g| 2.4.4.t| Bumpless Transfer --g| 2.5.t| Wind Turbine Benchmark --g| 2.5.1.t| Wind Turbine Benchmark Model --g| 2.5.2.t| Wind Turbine Controller Model --g| 2.5.3.t| The Measurement Model --g| 2.5.4.t| Wind Turbine Fault Scenario --g| 2.5.5.t| Model Parameters --g| 2.5.6.t| Wind Turbine Benchmark Overall Model --g| 2.6.t| Wind Farm Benchmark --g| 2.6.1.t| Wind and Wake Model --g| 2.6.2.t| Wind Farm Benchmark Overall Model --g| 2.6.3.t| Wind Farm Fault Scenario --g| 2.6.4.t| Model Parameters --g| 2.7.t| Fault Analysis --g| 2.7.1.t| Failure Mode and Effect Analysis --g| 2.7.2.t| Fault Specifications and Requirements --g| 2.8.t| Summary --g| 3.t| Fault Diagnosis for Wind Turbine Systems --g| 3.1.t| Introduction --g| 3.1.1.t| Plant and Fault Models --g| 3.1.2.t| Residual Generation General Scheme --g| 3.1.3.t| Residual Evaluation for Change Detection --g| 3.2.t| Residual Generation Model-Based Approaches --g| 3.2.1.t| Parity Space Methods --g| 3.2.2.t| Observer-Based Methods --g| 3.2.3.t| Filtering Methods --g| 3.2.4.t| Nonlinear Geometric Approach Method to FDI --g| 3.3.t| Residual Generation Data-Driven Approaches --g| 3.3.1.t| Recursive Identification Approaches --g| 3.3.2.t| Artificial Intelligence Methods --g| 3.3.3.t| Fault Diagnosis Technique Integration --g| 3.4.t| Robust Residual Generation Issues --g| 3.5.t| Summary --g| 4.t| Fault Tolerant Control for Wind Turbine Systems --g| 4.1.t| Introduction --g| 4.1.1.t| Integration of Fault Diagnosis and Control --g| 4.1.2.t| Nonlinear Adaptive Filters for Fault Estimation --g| 4.2.t| Wind Turbine Control Strategies --g| 4.2.1.t| Fuzzy Modeling for Control --g| 4.2.2.t| Recursive Identification for Adaptive Control --g| 4.2.3.t| Sustainable Control --g| 4.3.t| Fault Tolerant Control Architectures --g| 4.3.1.t| Controller Compensation and Active Fault Tolerance --g| 4.4.t| Fault Tolerant Control Oriented Fault Diagnosis --g| 4.4.1.t| Fault Tolerant Control for Wind Turbine Systems --g| 4.5.t| Summary --g| 5.t| Application Results --g| 5.1.t| Introduction --g| 5.2.t| Wind Turbine Model Application --g| 5.2.1.t| Data-Driven Fault Diagnosis Examples --g| 5.2.2.t| Model-Based Fault Diagnosis Examples --g| 5.2.3.t| Fault Diagnosis Comparative Results --g| 5.2.4.t| Performance and Robustness Analysis --g| 5.3.t| Advanced Control Designs for Wind Turbines --g| 5.3.1.t| Sustainable Control Design --g| 5.3.2.t| Data-Driven Fault Tolerant Control Examples --g| 5.3.3.t| Model-Based Fault Tolerant Control Examples --g| 5.3.4.t| Performance Evaluation and Robustness Analysis --g| 5.3.5.t| Comparative Results and Stability Analysis --g| 5.4.t| Wind Farm Model Application --g| 5.4.1.t| Control Design for Wind Farm --g| 5.4.2.t| Data-Driven Fault Diagnosis --g| 5.4.3.t| Model-Based Fault Diagnosis --g| 5.4.4.t| Comparative and Robustness Analysis --g| 5.4.5.t| Sustainable Control for the Wind Farm Simulator --g| 5.5.t| Summary --g| 6.t| Matlab and Simulink Implementations --g| 6.1.t| Introduction --g| 6.2.t| Wind Turbine System Benchmark --g| 6.2.1.t| Wind Turbine Simulator Main Components --g| 6.2.2.t| Aerodynamic Block --g| 6.2.3.t| Drive-Train Block --g| 6.2.4.t| Power System Block --g| 6.2.5.t| Pitch System Block --g| 6.2.6.t| Wind Model Block --g| 6.2.7.t| Actuator and Sensor Model Block --g| 6.2.8.t| Wind Turbine Controller Block --g| 6.2.9.t| Wind Turbine Fault Blocks --g| 6.2.10.t| Wind Turbine Model Parameter Initialization --g| 6.3.t| Wind Farm System Benchmark --g| 6.3.1.t| Wind and Wake Block --g| 6.3.2.t| Wind Farm Fault Block --g| 6.3.3.t| Wind Farm Model Parameter Initialization --g| 6.3.4.t| Fault Diagnosis Module Implementation --g| 6.3.5.t| Fault Tolerant Control Module Implementation --g| 6.3.6.t| Monte Carlo Simulation Tool --g| 6.3.7.t| Hardware-ln-The-Loop Tests --g| 6.4.t| Summary --g| 7.t| Conclusions --g| 7.1.t| Introduction --g| 7.2.t| Closing Remarks --g| 7.3.t| Further Work and Open Problems --g| 7.3.1.t| Sustainable Control Design Objectives --g| 7.3.2.t| Sustainable Control Concepts and Approaches --g| 7.3.3.t| Sustainable Control Approaches and Working Methods --g| 7.3.4.t| Sustainable Control Design Ambition --g| 7.3.5.t| Sustainable Control Innovation Potentials --g| 7.3.6.t| Sustainable Control Expected Impacts --g| 7.4.t| Summary.;

506 a| Available only to authorized users.;

538 a| Mode of access: World Wide Web;

650 0 a| Wind turbines.=| ^A429386;

650 7 a| Wind turbines.2| fast0| (OCoLC)fst01175728;

655 0 a| Electronic books.=| ^A491897;

700 1 a| Farsoni, Saverio,d| 1987-?| UNAUTHORIZED;

856 40 z| Full text available from eBook - Engineering 2018u| https://go.openathens.net/redirector/ecu.edu?url=https%3A%2F%2Fwww.sciencedirect.com%2Fscience%2Fbook%2F9780128129845;

856 40 z| Full text available from eBooks on EBSCOhostu| https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=1553139&scope=site&custid=s5822723&authtype=ip,shib;

947 a| (OCoLC)on1030252244;

949 a| CLICK ON WEB ADDRESSw| ASISh| JOYNER188;

949 a| CLICK ON WEB ADDRESSw| ASISh| HSL77;

949 a| CLICK ON WEB ADDRESSw| ASISh| JMUSIC60;

596 a| 1 3 4;

998 a| 5862113;

999 a| CLICK ON WEB ADDRESSw| ASISc| 1i| 5862113-1001l| JNETm| JOYNERr| Ys| Yt| JNESSBKu| 7/17/2022x| EBOOKz| JERESOURCE;

999 a| CLICK ON WEB ADDRESSw| ASISc| 1i| 5862113-2001l| HSLELECm| HSLr| Ys| Yt| HEBKu| 7/17/2022x| EBOOKz| HERESOURCE;

999 a| CLICK ON WEB ADDRESSw| ASISc| 1i| 5862113-3001l| MNETm| JMUSICr| Ys| Yt| MNESSBKu| 7/17/2022x| EBOOKz| JERESOURCE;

Fault diagnosis and sustainable control of wind turbines robust data-driven and model-based strategies / Silvio Simani, Saverio Farsoni.

Author/creator	Simani, Silvio, 1971-
Other author	Farsoni, Saverio, 1987-
Format	Electronic
Publication Info	Oxford, United Kingdom : Butterworth-Heinemann, [2018]
Description	xiii, 213 pages : illustrations ; 28 cm
Supplemental Content	Full text available from eBook - Engineering 2018
Supplemental Content	Full text available from eBooks on EBSCOhost
Subjects	Wind turbines.

Contents	Machine generated contents note: 1. Introduction -- 1.1. Introduction -- 1.2. Motivations -- 1.3. Nomenclature -- 1.4. Introduction to Wind Turbine Modeling -- 1.5. Introduction to Fault Diagnosis Methods -- 1.6. Introduction to Fault Tolerant Control Methods -- 1.7. Modeling and Advanced Control Benchmarking -- 1.8. Outline of the Monograph -- 1.9. Summary -- 2. System and Fault Modeling -- 2.1. Introduction -- 2.2. System Description -- 2.2.1. Wind Turbine Categories -- 2.3. Wind Turbine Main Components -- 2.3.1. Aerodynamic System -- 2.3.2. Drive-Train Model -- 2.3.3. Load Carrying Structure and Blade Models -- 2.3.4. Power System Model -- 2.3.5. Pitch System Model -- 2.3.6. Wind Model -- 2.3.7. Model-Reality Mismatch -- 2.3.8. Actuator and Sensor Models -- 2.3.9. Overall Model Structure -- 2.4. Wind Turbine Control Issues -- 2.4.1. Advanced Control Solutions -- 2.4.2. Wind Turbines Feedback Control -- 2.4.3. Structural and Drive-Train Stress Damper -- 2.4.4. Bumpless Transfer -- 2.5. Wind Turbine Benchmark -- 2.5.1. Wind Turbine Benchmark Model -- 2.5.2. Wind Turbine Controller Model -- 2.5.3. The Measurement Model -- 2.5.4. Wind Turbine Fault Scenario -- 2.5.5. Model Parameters -- 2.5.6. Wind Turbine Benchmark Overall Model -- 2.6. Wind Farm Benchmark -- 2.6.1. Wind and Wake Model -- 2.6.2. Wind Farm Benchmark Overall Model -- 2.6.3. Wind Farm Fault Scenario -- 2.6.4. Model Parameters -- 2.7. Fault Analysis -- 2.7.1. Failure Mode and Effect Analysis -- 2.7.2. Fault Specifications and Requirements -- 2.8. Summary -- 3. Fault Diagnosis for Wind Turbine Systems -- 3.1. Introduction -- 3.1.1. Plant and Fault Models -- 3.1.2. Residual Generation General Scheme -- 3.1.3. Residual Evaluation for Change Detection -- 3.2. Residual Generation Model-Based Approaches -- 3.2.1. Parity Space Methods -- 3.2.2. Observer-Based Methods -- 3.2.3. Filtering Methods -- 3.2.4. Nonlinear Geometric Approach Method to FDI -- 3.3. Residual Generation Data-Driven Approaches -- 3.3.1. Recursive Identification Approaches -- 3.3.2. Artificial Intelligence Methods -- 3.3.3. Fault Diagnosis Technique Integration -- 3.4. Robust Residual Generation Issues -- 3.5. Summary -- 4. Fault Tolerant Control for Wind Turbine Systems -- 4.1. Introduction -- 4.1.1. Integration of Fault Diagnosis and Control -- 4.1.2. Nonlinear Adaptive Filters for Fault Estimation -- 4.2. Wind Turbine Control Strategies -- 4.2.1. Fuzzy Modeling for Control -- 4.2.2. Recursive Identification for Adaptive Control -- 4.2.3. Sustainable Control -- 4.3. Fault Tolerant Control Architectures -- 4.3.1. Controller Compensation and Active Fault Tolerance -- 4.4. Fault Tolerant Control Oriented Fault Diagnosis -- 4.4.1. Fault Tolerant Control for Wind Turbine Systems -- 4.5. Summary -- 5. Application Results -- 5.1. Introduction -- 5.2. Wind Turbine Model Application -- 5.2.1. Data-Driven Fault Diagnosis Examples -- 5.2.2. Model-Based Fault Diagnosis Examples -- 5.2.3. Fault Diagnosis Comparative Results -- 5.2.4. Performance and Robustness Analysis -- 5.3. Advanced Control Designs for Wind Turbines -- 5.3.1. Sustainable Control Design -- 5.3.2. Data-Driven Fault Tolerant Control Examples -- 5.3.3. Model-Based Fault Tolerant Control Examples -- 5.3.4. Performance Evaluation and Robustness Analysis -- 5.3.5. Comparative Results and Stability Analysis -- 5.4. Wind Farm Model Application -- 5.4.1. Control Design for Wind Farm -- 5.4.2. Data-Driven Fault Diagnosis -- 5.4.3. Model-Based Fault Diagnosis -- 5.4.4. Comparative and Robustness Analysis -- 5.4.5. Sustainable Control for the Wind Farm Simulator -- 5.5. Summary -- 6. Matlab and Simulink Implementations -- 6.1. Introduction -- 6.2. Wind Turbine System Benchmark -- 6.2.1. Wind Turbine Simulator Main Components -- 6.2.2. Aerodynamic Block -- 6.2.3. Drive-Train Block -- 6.2.4. Power System Block -- 6.2.5. Pitch System Block -- 6.2.6. Wind Model Block -- 6.2.7. Actuator and Sensor Model Block -- 6.2.8. Wind Turbine Controller Block -- 6.2.9. Wind Turbine Fault Blocks -- 6.2.10. Wind Turbine Model Parameter Initialization -- 6.3. Wind Farm System Benchmark -- 6.3.1. Wind and Wake Block -- 6.3.2. Wind Farm Fault Block -- 6.3.3. Wind Farm Model Parameter Initialization -- 6.3.4. Fault Diagnosis Module Implementation -- 6.3.5. Fault Tolerant Control Module Implementation -- 6.3.6. Monte Carlo Simulation Tool -- 6.3.7. Hardware-ln-The-Loop Tests -- 6.4. Summary -- 7. Conclusions -- 7.1. Introduction -- 7.2. Closing Remarks -- 7.3. Further Work and Open Problems -- 7.3.1. Sustainable Control Design Objectives -- 7.3.2. Sustainable Control Concepts and Approaches -- 7.3.3. Sustainable Control Approaches and Working Methods -- 7.3.4. Sustainable Control Design Ambition -- 7.3.5. Sustainable Control Innovation Potentials -- 7.3.6. Sustainable Control Expected Impacts -- 7.4. Summary.
Bibliography note	Includes bibliographical references and index.
Access restriction	Available only to authorized users.
Technical details	Mode of access: World Wide Web
Genre/form	Electronic books.
LCCN	2017951979
ISBN	9780128129845 (paperback)
ISBN	0128129840 (paperback)

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Fault diagnosis and sustainable control of wind turbines robust data-driven and model-based strategies / Silvio Simani, Saverio Farsoni.

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