عنوان

Robust Model-Based Fault Diagnosis for Dynamic Systems

شابک

1461551498

شابک

9781461551492

شماره

b544065

عنوان اصلي

Robust Model-Based Fault Diagnosis for Dynamic Systems

نام عام مواد

[Book]

نام نخستين پديدآور

by Jie Chen, Ron J. Patton.

محل نشرو پخش و غیره

Boston, MA

نام ناشر، پخش کننده و غيره

Springer US

تاریخ نشرو بخش و غیره

1999

نام خاص و کميت اثر

(xix, 356 pages)

عنوان فروست

International Series on Asian Studies in Computer and Information Science, 3.

متن يادداشت

1. Introduction --;1.1 Background --;1.2 Brief history of model-based fault diagnosis --;1.3 Outline of the Book --;2. Basic Principles of Model-Based FDI --;2.1 Introduction --;2.2 Model-based Fault Diagnosis Methods --;2.3 On-line Fault Diagnosis --;2.4 Modeling of Faulty Systems --;2.5 A General Structure of Residual Generation in Model-based FDI --;2.6 Fault Detectability --;2.7 Fault Isolability --;2.8 Residual Generation Techniques --;2.9 Model-based FDI via Parameter Estimation --;2.10 Fault Diagnosis for Stochastic Systems --;2.11 Robust Residual Generation Problems --;2.12 Adaptive Thresholds in Robust FDI --;2.13 Applicability of Model-based FDI Methods --;2.14 Integration of Fault Diagnosis Techniques --;2.15 Summary --;3. Robust Residual Generation Via Uios --;3.1 Introduction --;3.2 Theory and Design of Unknown Input Observers --;3.3 Robust Fault Detection and Isolation Schemes based on UIOs --;3.4 Robust Fault Detection Filters and Robust Directional Residuals --;3.5 Filtering and Robust FDI of Uncertain Stochastic Systems --;3.6 Summary --;4. Robust FDI Via Eigenstructure Assignment --;4.1 Introduction --;4.2 Residual Generation and Responses --;4.3 General Principle for Disturbance De-coupling Design --;4.4 Disturbance De-coupling by Assigning Left Eigenvectors --;4.5 Robust Design Via Parametric Eigenstructure Assignment --;4.6 Disturbance De-coupling by Assigning Right Eigenvectors --;4.7 Dead-Beat Design for Robust Residual Generation --;4.8 Two Numerical Examples in Eigenstructure Assignment --;4.9 Conclusion and Discussion --;5. Disturbance Distribution Matrix Determination For FDI --;5.1 Introduction --;5.2 Direct Determination of Disturbance Distribution Matrix --;5.3 Estimation of Disturbance and Disturbance Distribution Matrix --;5.4 Optimal Distribution Matrix for Multiple Operating Points --;5.5 Modeling and FDI for a Jet Engine System 153 --;5.6 Conclusion --;6. Robust FDI Via Multi-Objective Optimization --;6.1 Introduction --;6.2 Residual Generation and Performance Indices --;6.3 Parameterization In Observer Design --;6.4 Multi-Objective Optimization and the Method of Inequalities --;6.5 Optimization via Genetic Algorithms --;6.6 Detection of Incipient Sensor Faults in Flight Control Systems --;6.7 Conclusions --;7. Robust Fdi Using Optimal Parity Relations --;7.1 Introduction --;7.2 Performance Indices for Optimal Parity Relation Design --;7.3 Optimal Parity Relation Design via Multi-Objective Optimization --;7.4 A Numerical Illustration Example --;7.5 Discussion on Designing Optimal Parity Relations --;7.6 Summary --;8. Frequency Domain Design And H? Optimization For FDI --;8.1 Introduction --;8.2 Robust Fault Detection via Factorization Approach --;8.3 Robust FDI Design via Standard H? Filtering Formulation --;8.4 LMI Approach for Robust Residual Generation --;8.5 Summary --;9. Fault Diagnosis Of Non-Linear Dynamic Systems --;9.1 Introduction --;9.2 Linear and Non-linear Observer-based Approaches --;9.3 Neural Networks in Fault Diagnosis of Non-linear Dynamic Systems --;9.4 Fuzzy Observers for Non-linear Dynamic Systems Fault Diagnosis --;9.5 A Neuro-Fuzzy Approach for Non-linear Systems FDI --;9.6 Summary --;Appendices --;A- Terminology in Model-based Fault Diagnosis --;B- Inverted Pendulum Example --;C- Matrix Rank Decomposition --;D- Proof of Lemma 3.2 --;E- Low Rank Matrix Approximation --;References.

متن يادداشت

It is clear that fault diagnosis (including fault detection and isolation, FDI) has been becoming an important subject in modern control theory and practice.

موضوع مستند نشده

Computer science.

موضوع مستند نشده

Engineering.

موضوع مستند نشده

Systems theory.

شماره رده

نشانه اثر

مستند نام اشخاص تاييد نشده

by Jie Chen, Ron J. Patton.

مستند نام اشخاص تاييد نشده

Jie Chen

مستند نام اشخاص تاييد نشده

Ron J Patton

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y