Identification Methods for Structural Health Monitoring

• Corporate Author: SpringerLink (Online service)
• Other Authors: Chatzi, Eleni (Editor), Papadimitriou, Costas (Editor)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2016.
• Series: CISM International Centre for Mechanical Sciences, Courses and Lectures, 567
• Subjects: Engineering.; Building repair.; Buildings > Repair and reconstruction.; Building Repair and Maintenance.

The papers in this volume provide an introduction to well known and established system identification methods for structural health monitoring and to more advanced, state-of-the-art tools, able to tackle the challenges associated with actual implementation. Starting with an overview on fundamental m...

Table of Contents:

• Introduction
• Parametric and non parametric identification methods: an overview
• Parametric methods for the treatment of nonlinear dynamics
• Bayesian parameter estimation
• Bayesian operational modal analysis
• Bayesian uncertainty quantification and propagation (UQ+P): state-of-the-art tools for linear and nonlinear structural dynamics models
• Efficient data fusion and practical considerations for structural identification
• Implementation of identification methodologies on large scale structures.