| 036a | XA-DE |
| 037b | eng |
| 077a | 263675238 Buchausg. u.d.T.: ‡Witczak, Marcin: Modelling and estimation strategies for fault diagnosis of non-linear systems |
| 087q | 978-3-540-71114-8 |
| 100b | Witczak, Marcin |
| 331 | Modelling and Estimation Strategies for Fault Diagnosis of Non-Linear Systems |
| 335 | From Analytical to Soft Computing Approaches |
| 410 | Berlin, Heidelberg |
| 412 | Springer Berlin Heidelberg |
| 425 | 2007 |
| 425a | 2007 |
| 433 | Online-Ressource (XV, 208 p., Also available online, digital) |
| 451b | SpringerLink. Bücher |
| 501 | Includes bibliographical references and index |
| 517 | ""Preface""; ""List of Symbols""; ""Contents""; ""1. Introduction""; ""Part I Principles of Fault Diagnosis""; ""2. Analytical Techniques-Based FDI""; ""3. Soft Computing-Based FDI""; ""Part II State and Parameter Estimation Strategies""; ""4. State Estimation Techniques for FDI""; ""5. Parameter Estimation-Based FDI""; ""Part III Soft Computing Strategies""; ""6. Evolutionary Algorithms""; ""7. Neural Networks""; ""8. Conclusions and Future Research Directions""; ""Appendix""; ""References""; ""Index"" |
| 527 | Buchausg. u.d.T.: ‡Witczak, Marcin: Modelling and estimation strategies for fault diagnosis of non-linear systems |
| 540a | ISBN 978-3-540-71116-2 |
| 700 | |TJFD |
| 700 | |TEC037000 |
| 700 | |TJFM |
| 700 | |TEC004000 |
| 700 | |*93-02 |
| 700 | |93A30 |
| 700 | |93B30 |
| 700 | |93C10 |
| 700 | |90C59 |
| 700b | |629.8 |
| 700b | |620.0044 |
| 700b | |620 |
| 700c | |TJ210.2-211.495 |
| 700c | |TJ163.12 |
| 700g | 1270877461 ST 130 |
| 700g | 1271492873 SI 845 |
| 750 | I. Principles of Fault Diagnosis -- Analytical Techniques-Based FDI -- Soft Computing-Based FDI -- II. State and Parameter Estimation Strategies -- State Estimation Techniques for FDI -- Parameter Estimation-Based FDI -- III. Soft Computing Strategies -- Evolutionary Algorithms -- Neural Networks -- Conclusions and Future Research Directions. |
| 753 | This monograph presents a variety of techniques that can be used for designing robust fault diagnosis schemes for non-linear systems. The introductory part of the book is of a tutorial value and can be perceived as a good starting point for the new-comers to this field. Subsequently, advanced robust observer structures are presented. Parameter estimation based techniques are discussed as well. A particular attention is drawn to experimental design for fault diagnosis. The book also presents a number of robust soft computing approaches utilizing evolutionary algorithms and neural networks. All approaches described in this book are illustrated by practical applications. |
| 902s | 209583711 Technisches System |
| 902s | 209578084 Lineares System |
| 902s | 209646659 Fehlererkennung |
| 902s | 209613769 Zustandsschätzung |
| 902s | 209061634 Parameterschätzung |
| 902s | 209485361 Mathematisches Modell |
| 907s | 209583711 Technisches System |
| 907s | 209578084 Lineares System |
| 907s | 209646659 Fehlererkennung |
| 907s | 212619101 Soft Computing |
| 912s | 209583711 Technisches System |
| 912s | 209578084 Lineares System |
| 912s | 209646659 Fehlererkennung |
| 912s | 209613769 Zustandsschätzung |
| 912s | 209061634 Parameterschätzung |
| 912s | 209485361 Mathematisches Modell |
| 917s | 212619101 Soft Computing |
| 012 | 271491620 |
| 081 | Modelling and Estimation Strategies for Fault Diagnosis of Non-Linear Systems |
| 100 | Springer E-Book |
| 125a | Elektronischer Volltext - Campuslizenz |
| 655e | $uhttp://dx.doi.org/10.1007/978-3-540-71116-2 |
