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Data Mining in Structural Dynamic Analysis: A Signal Processing Perspective
Hardcover
Technology & EngineeringDatabasesPhysics
ISBN13: 9789811505003
Publisher: Springer Nature
Published: Feb 6 2020
Pages: 169
Weight: 0.95
Height: 0.44 Width: 6.14 Depth: 9.21
Language: English
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.
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