Stability Analysis of Fuzzy-Model-Based Control Systems: Linear-Matrix-Inequality Approach
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Berlin, Heidelberg
Springer Berlin Heidelberg
2010
|
| Schriftenreihe: | Studies in Fuzziness and Soft Computing
264 |
| Schlagworte: | |
| Online-Zugang: | BTU01 FHI01 FHN01 FHR01 Volltext |
| Beschreibung: | In this book, the state-of-the-art fuzzy-model-based (FMB) based control approaches are covered. A comprehensive review about the stability analysis of type-1 and type-2 FMB control systems using the Lyapunov-based approach is given, presenting a clear picture to researchers who would like to work on this field. A wide variety of continuous-time nonlinear control systems such as state-feedback, switching, time-delay and sampled-data FMB control systems, are covered. In short, this book summarizes the recent contributions of the authors on the stability analysis of the FMB control systems. It discusses advanced stability analysis techniques for various FMB control systems, and founds a concrete theoretical basis to support the investigation of FMB control systems at the research level. The analysis results of this book offer various mathematical approaches to designing stable and well-performed FMB control systems. Furthermore, the results widen the applicability of the FMB control approach and help put the fuzzy controller in practice. A wide range of advanced analytical and mathematical analysis techniques will be employed to investigate the system stability and performance of FMB-based control systems in a rigorous manner. Detailed analysis and derivation steps are given to enhance the readability, enabling the readers who are unfamiliar with the FMB control systems to follow the materials easily. Simulation examples, with figures and plots of system responses, are given to demonstrate the effectiveness of the proposed FMB control approaches |
| Beschreibung: | 1 Online-Ressource (XX, 228p. 56 illus) |
| ISBN: | 9783642178443 |
| DOI: | 10.1007/978-3-642-17844-3 |
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Datensatz im Suchindex
| _version_ | 1804152238969454592 |
|---|---|
| any_adam_object | |
| author | Lam, Hak-Keung |
| author_facet | Lam, Hak-Keung |
| author_role | aut |
| author_sort | Lam, Hak-Keung |
| author_variant | h k l hkl |
| building | Verbundindex |
| bvnumber | BV041889734 |
| classification_rvk | ZQ 5240 |
| collection | ZDB-2-ENG |
| contents | 1 Introduction -- 2 Stability and Performance Conditions for MFSI State-Feedback FMB Control Systems -- 3 Stability Analysis of FMB Control Systems under MFSD Approach -- 4 BMI Stability Conditions for FMB Control Systems -- 5 Stability Analysis of FMB Control Systems Using PDLF -- 6 Regional Switching FMB Control Systems -- 7 Fuzzy Combined Controller for Nonlinear Systems -- 8 Time-Delay FMB Control Systems -- 9 Sampled-Data FMB Model Reference Control Systems -- 10 IT2 FMB Control Systems |
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| dewey-full | 006.3 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.3 |
| dewey-search | 006.3 |
| dewey-sort | 16.3 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik Mess-/Steuerungs-/Regelungs-/Automatisierungstechnik / Mechatronik |
| doi_str_mv | 10.1007/978-3-642-17844-3 |
| format | Electronic eBook |
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| id | DE-604.BV041889734 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T01:07:33Z |
| institution | BVB |
| isbn | 9783642178443 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-027333688 |
| oclc_num | 707187785 |
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| owner | DE-634 DE-898 DE-BY-UBR DE-573 DE-92 DE-83 |
| owner_facet | DE-634 DE-898 DE-BY-UBR DE-573 DE-92 DE-83 |
| physical | 1 Online-Ressource (XX, 228p. 56 illus) |
| psigel | ZDB-2-ENG |
| publishDate | 2010 |
| publishDateSearch | 2010 |
| publishDateSort | 2010 |
| publisher | Springer Berlin Heidelberg |
| record_format | marc |
| series2 | Studies in Fuzziness and Soft Computing |
| spelling | Lam, Hak-Keung Verfasser aut Stability Analysis of Fuzzy-Model-Based Control Systems Linear-Matrix-Inequality Approach by Hak-Keung Lam, Frank Hung-Fat Leung Berlin, Heidelberg Springer Berlin Heidelberg 2010 1 Online-Ressource (XX, 228p. 56 illus) txt rdacontent c rdamedia cr rdacarrier Studies in Fuzziness and Soft Computing 264 In this book, the state-of-the-art fuzzy-model-based (FMB) based control approaches are covered. A comprehensive review about the stability analysis of type-1 and type-2 FMB control systems using the Lyapunov-based approach is given, presenting a clear picture to researchers who would like to work on this field. A wide variety of continuous-time nonlinear control systems such as state-feedback, switching, time-delay and sampled-data FMB control systems, are covered. In short, this book summarizes the recent contributions of the authors on the stability analysis of the FMB control systems. It discusses advanced stability analysis techniques for various FMB control systems, and founds a concrete theoretical basis to support the investigation of FMB control systems at the research level. The analysis results of this book offer various mathematical approaches to designing stable and well-performed FMB control systems. Furthermore, the results widen the applicability of the FMB control approach and help put the fuzzy controller in practice. A wide range of advanced analytical and mathematical analysis techniques will be employed to investigate the system stability and performance of FMB-based control systems in a rigorous manner. Detailed analysis and derivation steps are given to enhance the readability, enabling the readers who are unfamiliar with the FMB control systems to follow the materials easily. Simulation examples, with figures and plots of system responses, are given to demonstrate the effectiveness of the proposed FMB control approaches 1 Introduction -- 2 Stability and Performance Conditions for MFSI State-Feedback FMB Control Systems -- 3 Stability Analysis of FMB Control Systems under MFSD Approach -- 4 BMI Stability Conditions for FMB Control Systems -- 5 Stability Analysis of FMB Control Systems Using PDLF -- 6 Regional Switching FMB Control Systems -- 7 Fuzzy Combined Controller for Nonlinear Systems -- 8 Time-Delay FMB Control Systems -- 9 Sampled-Data FMB Model Reference Control Systems -- 10 IT2 FMB Control Systems Engineering Artificial intelligence Computational Intelligence Artificial Intelligence (incl. Robotics) Ingenieurwissenschaften Künstliche Intelligenz Ljapunov-Stabilitätstheorie (DE-588)4167992-1 gnd rswk-swf Matrizenungleichung (DE-588)4362530-7 gnd rswk-swf Fuzzy-Regelung (DE-588)4395755-9 gnd rswk-swf Fuzzy-Regelung (DE-588)4395755-9 s Matrizenungleichung (DE-588)4362530-7 s Ljapunov-Stabilitätstheorie (DE-588)4167992-1 s 1\p DE-604 Leung, Frank Hung-Fat Sonstige oth Erscheint auch als Druckausgabe 978-3-642-17843-6 https://doi.org/10.1007/978-3-642-17844-3 Verlag Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Lam, Hak-Keung Stability Analysis of Fuzzy-Model-Based Control Systems Linear-Matrix-Inequality Approach 1 Introduction -- 2 Stability and Performance Conditions for MFSI State-Feedback FMB Control Systems -- 3 Stability Analysis of FMB Control Systems under MFSD Approach -- 4 BMI Stability Conditions for FMB Control Systems -- 5 Stability Analysis of FMB Control Systems Using PDLF -- 6 Regional Switching FMB Control Systems -- 7 Fuzzy Combined Controller for Nonlinear Systems -- 8 Time-Delay FMB Control Systems -- 9 Sampled-Data FMB Model Reference Control Systems -- 10 IT2 FMB Control Systems Engineering Artificial intelligence Computational Intelligence Artificial Intelligence (incl. Robotics) Ingenieurwissenschaften Künstliche Intelligenz Ljapunov-Stabilitätstheorie (DE-588)4167992-1 gnd Matrizenungleichung (DE-588)4362530-7 gnd Fuzzy-Regelung (DE-588)4395755-9 gnd |
| subject_GND | (DE-588)4167992-1 (DE-588)4362530-7 (DE-588)4395755-9 |
| title | Stability Analysis of Fuzzy-Model-Based Control Systems Linear-Matrix-Inequality Approach |
| title_auth | Stability Analysis of Fuzzy-Model-Based Control Systems Linear-Matrix-Inequality Approach |
| title_exact_search | Stability Analysis of Fuzzy-Model-Based Control Systems Linear-Matrix-Inequality Approach |
| title_full | Stability Analysis of Fuzzy-Model-Based Control Systems Linear-Matrix-Inequality Approach by Hak-Keung Lam, Frank Hung-Fat Leung |
| title_fullStr | Stability Analysis of Fuzzy-Model-Based Control Systems Linear-Matrix-Inequality Approach by Hak-Keung Lam, Frank Hung-Fat Leung |
| title_full_unstemmed | Stability Analysis of Fuzzy-Model-Based Control Systems Linear-Matrix-Inequality Approach by Hak-Keung Lam, Frank Hung-Fat Leung |
| title_short | Stability Analysis of Fuzzy-Model-Based Control Systems |
| title_sort | stability analysis of fuzzy model based control systems linear matrix inequality approach |
| title_sub | Linear-Matrix-Inequality Approach |
| topic | Engineering Artificial intelligence Computational Intelligence Artificial Intelligence (incl. Robotics) Ingenieurwissenschaften Künstliche Intelligenz Ljapunov-Stabilitätstheorie (DE-588)4167992-1 gnd Matrizenungleichung (DE-588)4362530-7 gnd Fuzzy-Regelung (DE-588)4395755-9 gnd |
| topic_facet | Engineering Artificial intelligence Computational Intelligence Artificial Intelligence (incl. Robotics) Ingenieurwissenschaften Künstliche Intelligenz Ljapunov-Stabilitätstheorie Matrizenungleichung Fuzzy-Regelung |
| url | https://doi.org/10.1007/978-3-642-17844-3 |
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