Data Mining in Structural Dynamic Analysis: A Signal Processing Perspective (1st ed. 2019)

By: and and and and

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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.
Copyright:
2019

Book Details

Book Quality:
Publisher Quality
ISBN-13:
9789811505010
Related ISBNs:
9789811505003
Publisher:
Springer Singapore, Singapore
Date of Addition:
Copyrighted By:
Springer
Adult content:
No
Language:
English
Has Image Descriptions:
No
Categories:
Nonfiction, Science, Computers and Internet, Technology
Submitted By:
Bookshare Staff
Usage Restrictions:
This is a copyrighted book.
Edited by:
Elói Figueiredo
Edited by:
Linya Liu
Edited by:
Nuno M. Maia
Edited by:
Magd Abdel Wahab
Edited by:
Yun Lai Zhou

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