Data Mining in Structural Dynamic Analysis A Signal Processing Perspective

Başlık:

ISBN:

9789811505010

Edition:

1st ed. 2019.

Yayın Bilgileri:

Singapore : Springer Nature Singapore : Imprint: Springer, 2019.

Fiziksel Tanımlama:

X, 169 p. 91 illus., 73 illus. in color. online resource.

Contents:

Chapter 1 - Damage detection for structural health monitoring of bridges as a knowledge discovery in databases process -- Chapter 2 - Structural Health Monitoring of Periodic Infrastructure: A Review and Discussion -- Chapter 3 - Railway Wheel Out-Of-Roundness and Its Effects on Vehicle-Track Dynamics: A Review -- Chapter 4 - Dynamic Response Analysis of Wind Turbines under Long-period Ground Motions -- Chapter 5 - Intelligent Image Analysis Technology and Application for Rail Track Inspection -- Chapter 6 - Investigation on the effect of high-frequency torsional impacts on the torsional vibration of an oilwell drill string in slip phase -- Chapter 7 - Carriage-rail-viaduct coupling analysis using dynamic compliance method -- Chapter 8 - Dynamic response reconstruction to supplement the data insufficiency -- Chapter 9 - A proposed method for the use of the IBISFS in experimental modal analysis of Buildings. .

Abstract:

This book highlights the applications of data mining technologies in structural dynamic analysis, including structural design, optimization, parameter identification, model updating, damage identification, in civil, mechanical, and aerospace engineering. These engineering applications require precise structural design, fabrication, inspection, and further monitoring to obtain a full life-cycle analysis, and by focusing on data processing, data mining technologies offer another aspect in structural dynamic analysis. Discussing techniques in time/frequency domain, such as Hilbert transforms, wavelet theory, and machine learning for structural dynamic analysis to help in structural monitoring and diagnosis, the book is an essential reference resource for beginners, graduates and industrial professionals in various fields.

Subject Term:

Buildings -- Repair and reconstruction.

Buildings -- Maintenance.

Computer-aided engineering.

Buildings -- Design and construction.

Classical Mechanics.

Solid Mechanics.

Data Mining and Knowledge Discovery.