Structural System Identification and Health Monitoring

Auteur

Eleni Chatzi is an assistant professor and Minas Spiridonakos and Vasilis Dertimanis are postdoctoral researchers, all in the Structural Mechanics group at ETH Zürich.

Texte du rabat

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.

Contenu

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