Data Mining in Structural Dynamic Analysis: A Signal Processing Perspective

✍ Scribed by Yun Lai Zhou, Magd Abdel Wahab, Nuno M. M. Maia, Linya Liu, Elói Figueiredo

Publisher: Springer Singapore
Year: 2019
Tongue: English
Leaves: 175
Edition: 1st ed. 2019
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

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.

✦ Table of Contents

Front Matter ....Pages i-x
Damage Detection for Structural Health Monitoring of Bridges as a Knowledge Discovery in Databases Process (Moisés Silva, Adam Santos, Elói Figueiredo)....Pages 1-24
Structural Health Monitoring of Periodic Infrastructure: A Review and Discussion (Junfang Wang, Jian-Fu Lin)....Pages 25-40
Railway Wheel Out-of-Roundness and Its Effects on Vehicle–Track Dynamics: A Review (Xiao-Zhou Liu)....Pages 41-64
Dynamic Response Analysis of Wind Turbines Under Long-Period Ground Motions (Wanrun Li, Jie Huang, Yongfeng Du)....Pages 65-84
Intelligent Image Analysis Technology and Application for Rail Track Inspection (Peng Dai, Shengchun Wang, Zichen Gu)....Pages 85-99
Investigation on the Effect of High-Frequency Torsional Impacts on the Torsional Vibration of an Oilwell Drill String in Slip Phase (Liping Tang, Xiaohua Zhu, Yunlai Zhou)....Pages 101-121
Carriage–Rail–Viaduct Coupling Analysis Using Dynamic Flexibility Method (Linya Liu, Zhiyuan Zuo, Yun Lai Zhou, Jialiang Qin)....Pages 123-132
Dynamic Response Reconstruction to Supplement the Data Insufficiency (Chaodong Zhang, Jia He, Xiaohua Zhang)....Pages 133-146
A Proposed Method for the Use of the IBIS-FS in Experimental Modal Analysis of Buildings (Massoud Sofi, Elisa Lumantarna, Priyan Mendis, Lihai Zhang)....Pages 147-169

✦ Subjects

Physics; Classical Mechanics; Data Mining and Knowledge Discovery; Building Repair and Maintenance; Computer-Aided Engineering (CAD, CAE) and Design; Building Construction and Design

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