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:
- 12/06/19
- Copyrighted By:
- Springer Nature Singapore Pte Ltd.
- 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:
- Yun Lai Zhou
- Edited by:
- Magd Abdel Wahab
- Edited by:
- Nuno M. Maia
- Edited by:
- Linya Liu
- Edited by:
- Elói Figueiredo
Reviews
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- by Yun Lai Zhou
- by Magd Abdel Wahab
- by Nuno M. M. Maia
- by Linya Liu
- by Elói Figueiredo
- in Nonfiction
- in Science
- in Computers and Internet
- in Technology