| 000 | 03011nam a22005415i 4500 | ||
|---|---|---|---|
| 001 | 978-3-030-66259-2 | ||
| 003 | DE-He213 | ||
| 005 | 20220801220209.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 210201s2021 sz | s |||| 0|eng d | ||
| 020 |
_a9783030662592 _9978-3-030-66259-2 |
||
| 024 | 7 |
_a10.1007/978-3-030-66259-2 _2doi |
|
| 050 | 4 | _aTH1-9745 | |
| 072 | 7 |
_aTNK _2bicssc |
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_aTEC005050 _2bisacsh |
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_a690 _223 |
| 100 | 1 |
_aEntezami, Alireza. _eauthor. _0(orcid)0000-0002-4864-2120 _1https://orcid.org/0000-0002-4864-2120 _4aut _4http://id.loc.gov/vocabulary/relators/aut _948890 |
|
| 245 | 1 | 0 |
_aStructural Health Monitoring by Time Series Analysis and Statistical Distance Measures _h[electronic resource] / _cby Alireza Entezami. |
| 250 | _a1st ed. 2021. | ||
| 264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2021. |
|
| 300 |
_aXII, 136 p. 3 illus. _bonline resource. |
||
| 336 |
_atext _btxt _2rdacontent |
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| 337 |
_acomputer _bc _2rdamedia |
||
| 338 |
_aonline resource _bcr _2rdacarrier |
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| 347 |
_atext file _bPDF _2rda |
||
| 490 | 1 |
_aPoliMI SpringerBriefs, _x2282-2585 |
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| 520 | _aThis 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. | ||
| 650 | 0 |
_aBuildings—Design and construction. _932147 |
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| 650 | 0 |
_aMultibody systems. _96018 |
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| 650 | 0 |
_aVibration. _96645 |
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| 650 | 0 |
_aMechanics, Applied. _93253 |
|
| 650 | 0 |
_aSignal processing. _94052 |
|
| 650 | 1 | 4 |
_aBuilding Construction and Design. _932148 |
| 650 | 2 | 4 |
_aMultibody Systems and Mechanical Vibrations. _932157 |
| 650 | 2 | 4 |
_aDigital and Analog Signal Processing. _936907 |
| 710 | 2 |
_aSpringerLink (Online service) _948891 |
|
| 773 | 0 | _tSpringer Nature eBook | |
| 776 | 0 | 8 |
_iPrinted edition: _z9783030662585 |
| 776 | 0 | 8 |
_iPrinted edition: _z9783030662608 |
| 830 | 0 |
_aPoliMI SpringerBriefs, _x2282-2585 _948892 |
|
| 856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-030-66259-2 |
| 912 | _aZDB-2-ENG | ||
| 912 | _aZDB-2-SXE | ||
| 942 | _cEBK | ||
| 999 |
_c78308 _d78308 |
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