Data Mining in Structural Dynamic Analysis : A Signal Processing Perspective Hardback
Edited by Yun Lai Zhou, Magd Abdel Wahab, Nuno M. M. Maia, Linya Liu, Eloi Figueiredo
Hardback
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Description
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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Available to Order - This title is available to order, with delivery expected within 2 weeks
- Format:Hardback
- Pages:169 pages, 73 Illustrations, color; 18 Illustrations, black and white; X, 169 p. 91 illus., 73 illus
- Publisher:Springer Verlag, Singapore
- Publication Date:06/02/2020
- Category:
- ISBN:9789811505003
Information
-
Available to Order - This title is available to order, with delivery expected within 2 weeks
- Format:Hardback
- Pages:169 pages, 73 Illustrations, color; 18 Illustrations, black and white; X, 169 p. 91 illus., 73 illus
- Publisher:Springer Verlag, Singapore
- Publication Date:06/02/2020
- Category:
- ISBN:9789811505003