Identification Methods for Structural Health Monitoring

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 methods, introductory concepts are provided on the general framework of time and frequency domain, parametric and non-parametric methods, input-output or output only techniques. Cutting edge tools are introduced including, nonlinear system identification methods; Bayesian tools; and advanced modal identification techniques (such as the Kalman and particle filters, the fast Bayesian FFT method). Advanced computational tools for uncertainty quantification are discussed to provide a link between monitoring and structural integrity assessment. In addition, full scale applications and field deployments that illustrate the workings and effectiveness of the introduced monitoring schemes are demonstrated.

Riassunto

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 methods, introductory concepts are provided on the general framework of time and frequency domain, parametric and non-parametric methods, input-output or output only techniques. Cutting edge tools are introduced including, nonlinear system identification methods; Bayesian tools; and advanced modal identification techniques (such as the Kalman and particle filters, the fast Bayesian FFT method). Advanced computational tools for uncertainty quantification are discussed to provide a link between monitoring and structural integrity assessment. In addition, full scale applications and field deployments that illustrate the workings and effectiveness of the introduced monitoring schemes are demonstrated.

Dettagli sul prodotto

• Con la collaborazione di: Eleni Chatzi (Editore), Costas Papadimitriou (Editore), Elen Chatzi (Editore), Papadimitriou (Editore), Papadimitriou (Editore)
• Editore: Springer, Berlin
• Contenuto: Libro
• Forma del prodotto: Tascabile
• Data pubblicazione: 01.01.2018
• Categoria: Scienze naturali, medicina, informatica, tecnica > Tecnica > Tecnica edile e ambientale
• EAN: 9783319811901
• ISBN: 978-3-31-981190-1
• Numero di pagine: 170
• Illustrazioni: IX, 170 p. 53 illus., 39 illus. in color.
• Dimensioni (della confezione): 15.5 x 1 x 23.5 cm
• Peso (della confezione): 283 g
• Serie: CISM International Centre for Mechanical Sciences > .567; CISM International Centre for Mechanical Sciences
• Categorie: B; engineering; Building repair; Building Repair and Maintenance; Buildings—Repair and reconstruction