System Identification An Introduction /
System Identification: an Introduction shows the (student) reader how to approach the system identification problem in a systematic fashion. Essentially, system identification is an art of modelling, where appropriate choices have to be made concerning the level of approximation, given prior system’...
| Κύριος συγγραφέας: | |
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| Συγγραφή απο Οργανισμό/Αρχή: | |
| Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
| Γλώσσα: | English |
| Έκδοση: |
London :
Springer London,
2011.
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| Σειρά: | Advanced Textbooks in Control and Signal Processing,
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| Θέματα: | |
| Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- Introduction
- Part I: Data-based Identification
- System Response Methods
- Frequency Response Methods
- Correlation Methods
- Part II: Time-invariant Systems Identification
- Static Systems Identification
- Dynamic Systems Identification
- Part III: Time-varying Systems Identification
- Time-varying Static Systems Identification
- Time-varying Dynamic Systems Identification
- Part IV: Model Validation
- Model Validation Techniques
- Part V: Appendices: Matrix Algebra; Statistics; Laplace, Fourier and z-Transforms; Bode Diagrams; Shift Operator Calculus; Recursive Least-squares Derivation; Dissolved Oxygen Data.
