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Structural Health Monitoring by Time Series Analysis and Statistical Distance Measures
Engelsk
Bogcover for Structural Health Monitoring by Time Series Analysis and Statistical Distance Measures af Alireza Entezami, 9783030662585
Specifikationer
Sprog:
Engelsk
Sider:
136
ISBN-13:
9783030662585
Indbinding:
Paperback
ISBN-10:
3030662586
Kategori:
Udg. Dato:
2 feb 2021
Størrelse i cm:
23,5 x 15,5
Oplagsdato:
2 feb 2021
Forfatter(e):

Structural Health Monitoring by Time Series Analysis and Statistical Distance Measures

Engelsk
Paperback 2021
Format:

Bog beskrivelse

This book conducts effective research on data-driven Structural Health Monitoring (SHM), and accordingly presents many novel feature extraction methods by time series analysis and signal processing, to extract reliable damage sensitive features from vibration responses. In this regard, some limitations of time series modeling are dealt with. For decision-making, innovative distance-based novelty detection techniques are presented to detect, locate, and quantify different damage scenarios. The performance of the presented methods is demonstrated via laboratory and full-scale structures along with several comparative studies. The main target audience of the book includes scholars, graduate students working on SHM via statistical pattern recognition in terms of feature extraction and classification for damage diagnosis under environmental and operational variations; it would also be beneficial for practicing engineers whose work involves these topics.


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Specifikationer
Sprog:
Engelsk
Sider:
136
ISBN-13:
9783030662585
Indbinding:
Paperback
ISBN-10:
3030662586
Kategori:
Udg. Dato:
2 feb 2021
Størrelse i cm:
23,5 x 15,5
Oplagsdato:
2 feb 2021
Forfatter(e):
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