Structural System Identification and Health Monitoring

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.

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