Structural System Identification and Health Monitoring
A Primer
Seiten
2027
Crc Press Inc (Verlag)
978-1-4987-3138-6 (ISBN)
Crc Press Inc (Verlag)
978-1-4987-3138-6 (ISBN)
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This graduate textbook and professional guide introduces system identification methods of SHM. Both parametric and non-parametric methods are formulated in the time or frequency domain. It also covers state and parameter identification, identifying behavior beyond the elastic region, and non-stationarity. Along with Python code.
Our built infrastructure comprises an evolving organism, which requires monitoring and diagnostics throughout its service life in order to ensure a reliable and safe operation. To this end, Structural Identification (St-Id) exploits sensory feedback in order to reveal an abundance of information on the system throughout its life-cycle. The decoding of this information into an adequate representation of the system, may in turn serve as a tool for life-cycle assessment, maintenance planning and early prognosis and warning.
This graduate level textbook and professional guide provides both an overview of well-established structural identification methods, as well as an introduction to selected advanced state-of-the-art tools, which are particularly suited for implementation in a practical setting. Both parametric and non-parametric methods are discussed, formulated in the time or frequency domain. The challenging issues of state and parameter identification are addressed. Moreover, special topics pertaining to nonlinear and non-stationarity behavior are further visited. The presented methods are demonstrated using MATLAB, with sample code provided for the featured examples.
Our built infrastructure comprises an evolving organism, which requires monitoring and diagnostics throughout its service life in order to ensure a reliable and safe operation. To this end, Structural Identification (St-Id) exploits sensory feedback in order to reveal an abundance of information on the system throughout its life-cycle. The decoding of this information into an adequate representation of the system, may in turn serve as a tool for life-cycle assessment, maintenance planning and early prognosis and warning.
This graduate level textbook and professional guide provides both an overview of well-established structural identification methods, as well as an introduction to selected advanced state-of-the-art tools, which are particularly suited for implementation in a practical setting. Both parametric and non-parametric methods are discussed, formulated in the time or frequency domain. The challenging issues of state and parameter identification are addressed. Moreover, special topics pertaining to nonlinear and non-stationarity behavior are further visited. The presented methods are demonstrated using MATLAB, with sample code provided for the featured examples.
Eleni Chatzi is an assistant professor and Minas Spiridonakos and Vasilis Dertimanis are postdoctoral researchers, all in the Structural Mechanics group at ETH Zürich.
1 Introduction. Part I: Basic Principles. 2 Theory of Vibrations . 3 Fundamentals of Signal Processing. Part II: Structural Identification. 4 Vibration testing methods. 5 Non-parametric identification methods. 6 Parametric identification methods. Part III: Advanced Topics for SHM. 7 Nonlinear Sys-Id methods. 8 Time Varying Sys-Id methods. 9 Damage Detection methods. Appendices: Fundamental Mathematical Concepts
| Erscheinungsdatum | 01.05.2020 |
|---|---|
| Zusatzinfo | 20 Tables, black and white; 220 Line drawings, black and white; 20 Halftones, black and white; 240 Illustrations, black and white |
| Verlagsort | Bosa Roca |
| Sprache | englisch |
| Maße | 174 x 246 mm |
| Gewicht | 453 g |
| Themenwelt | Technik ► Bauwesen |
| Technik ► Elektrotechnik / Energietechnik | |
| Technik ► Maschinenbau | |
| Technik ► Umwelttechnik / Biotechnologie | |
| ISBN-10 | 1-4987-3138-4 / 1498731384 |
| ISBN-13 | 978-1-4987-3138-6 / 9781498731386 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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