Online damage detection in structural systems: applications of proper orthogonal decomposition, and kalman and particle filters
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cham [u.a.]
Springer
2014
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| Schriftenreihe: | SpringerBriefs in applied sciences and technology : PoliMI SpringerBriefs
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| Schlagworte: | |
| Online-Zugang: | BTU01 FHA01 FHI01 FHN01 FHR01 FKE01 FRO01 FWS01 FWS02 UBY01 Volltext Inhaltsverzeichnis Abstract |
| Beschreibung: | 1 Online-Ressource |
| ISBN: | 9783319025599 |
| DOI: | 10.1007/978-3-319-02559-9 |
Internformat
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Datensatz im Suchindex
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|---|---|
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| adam_text | ONLINE DAMAGE DETECTION IN STRUCTURAL SYSTEMS
/ EFTEKHAR AZAM, SAEED
: 2014
TABLE OF CONTENTS / INHALTSVERZEICHNIS
INTRODUCTION
RECURSIVE BAYESIAN ESTIMATION OF PARTIALLY OBSERVED DYNAMIC SYSTEMS
MODEL ORDER REDUCTION OF DYNAMIC SYSTEMS VIA PROPER ORTHOGONAL
DECOMPOSITION
POD-KALMAN OBSERVER FOR LINEAR TIME INVARIANT DYNAMIC SYSTEMS
DUAL ESTIMATION AND REDUCED ORDER MODELING OF DAMAGING STRUCTURES
SUMMARY OF THE RECURSIVE BAYESIAN INFERENCE SCHEMES
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
ONLINE DAMAGE DETECTION IN STRUCTURAL SYSTEMS
/ EFTEKHAR AZAM, SAEED
: 2014
ABSTRACT / INHALTSTEXT
THIS MONOGRAPH ASSESSES IN DEPTH THE APPLICATION OF RECURSIVE BAYESIAN
FILTERS IN STRUCTURAL HEALTH MONITORING. ALTHOUGH THE METHODS AND
ALGORITHMS USED HERE ARE WELL ESTABLISHED IN THE FIELD OF AUTOMATIC
CONTROL, THEIR APPLICATION IN THE REALM OF CIVIL ENGINEERING HAS TO DATE
BEEN LIMITED. THE MONOGRAPH IS THEREFORE INTENDED AS A REFERENCE FOR
STRUCTURAL AND CIVIL ENGINEERS WHO WISH TO CONDUCT RESEARCH IN THIS
FIELD. TO THIS END, THE MAIN NOTIONS UNDERLYING THE FAMILIES OF KALMAN
AND PARTICLE FILTERS ARE SCRUTINIZED THROUGH EXPLANATIONS WITHIN THE
TEXT AND NUMEROUS NUMERICAL EXAMPLES. THE MAIN LIMITATIONS TO THEIR
APPLICATION IN MONITORING OF HIGH-RISE BUILDINGS ARE DISCUSSED, AND A
REMEDY BASED ON A SYNERGY OF REDUCED ORDER MODELING (BASED ON PROPER
ORTHOGONAL DECOMPOSITION) AND BAYESIAN ESTIMATION IS PROPOSED. THE
PERFORMANCE AND EFFECTIVENESS OF THE PROPOSED ALGORITHM IS DEMONSTRATED
VIA PSEUDO-EXPERIMENTAL EVALUATIONS
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
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| isbn | 9783319025599 |
| language | English |
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| spellingShingle | Eftekhar Azam, Saeed Online damage detection in structural systems applications of proper orthogonal decomposition, and kalman and particle filters Ingenieurwissenschaften Vibration Building construction Engineering |
| title | Online damage detection in structural systems applications of proper orthogonal decomposition, and kalman and particle filters |
| title_auth | Online damage detection in structural systems applications of proper orthogonal decomposition, and kalman and particle filters |
| title_exact_search | Online damage detection in structural systems applications of proper orthogonal decomposition, and kalman and particle filters |
| title_full | Online damage detection in structural systems applications of proper orthogonal decomposition, and kalman and particle filters Saeed Eftekhar Azam |
| title_fullStr | Online damage detection in structural systems applications of proper orthogonal decomposition, and kalman and particle filters Saeed Eftekhar Azam |
| title_full_unstemmed | Online damage detection in structural systems applications of proper orthogonal decomposition, and kalman and particle filters Saeed Eftekhar Azam |
| title_short | Online damage detection in structural systems |
| title_sort | online damage detection in structural systems applications of proper orthogonal decomposition and kalman and particle filters |
| title_sub | applications of proper orthogonal decomposition, and kalman and particle filters |
| topic | Ingenieurwissenschaften Vibration Building construction Engineering |
| topic_facet | Ingenieurwissenschaften Vibration Building construction Engineering |
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