| Data Mining in Structural Dynamic Analysis: A Signal Processing Perspective 2019 Edition Contributor(s): Zhou, Yun Lai (Editor), Wahab, Magd Abdel (Editor), Maia, Nuno M. M. (Editor) |
|
 |
ISBN: 9811505004 ISBN-13: 9789811505003 Publisher: Springer OUR PRICE: $104.49 Product Type: Hardcover Published: February 2020 |
| Additional Information |
| BISAC Categories: - Science | Mechanics - Solids - Computers | Databases - Data Mining - Technology & Engineering | Civil - General |
| Dewey: 006.312 |
| Physical Information: 0.44" H x 6.14" W x 9.21" (0.95 lbs) 169 pages |
| Descriptions, Reviews, Etc. |
| Publisher 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. |