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Structural Health Monitoring by Time Series Analysis and Statistical Distance Measures
Engelsk Paperback
Structural Health Monitoring by Time Series Analysis and Statistical Distance Measures
Engelsk Paperback

573 kr
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Om denne bog

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.


Product detaljer
Sprog:
Engelsk
Sider:
136
ISBN-13:
9783030662585
Indbinding:
Paperback
Udgave:
ISBN-10:
3030662586
Kategori:
Udg. Dato:
2 feb 2021
Længde:
0mm
Bredde:
155mm
Højde:
235mm
Forlag:
Springer Nature Switzerland AG
Oplagsdato:
2 feb 2021
Forfatter(e):
Kategori sammenhænge