Structural Health Monitoring Based on Data Science Techniques (Structural Integrity, 21, Band 21) - Hardcover

 
9783030817152: Structural Health Monitoring Based on Data Science Techniques (Structural Integrity, 21, Band 21)
Hardcover
ISBN 10: 3030817156 ISBN 13: 9783030817152
Verlag: Springer, 2021

Inhaltsangabe


The modern structural health monitoring (SHM) paradigm of transforming in situ, real-time data acquisition into actionable decisions regarding structural performance, health state, maintenance, or life cycle assessment has been accelerated by the rapid growth of “big data” availability and advanced data science. Such data availability coupled with a wide variety of machine learning and data analytics techniques have led to rapid advancement of how SHM is executed, enabling increased transformation from research to practice. This book intends to present a representative collection of such data science advancements used for SHM applications, providing an important contribution for civil engineers, researchers, and practitioners around the world.

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The modern structural health monitoring (SHM) paradigm of transforming in situ, real-time data acquisition into actionable decisions regarding structural performance, health state, maintenance, or life cycle assessment has been accelerated by the rapid growth of “big data” availability and advanced data science. Such data availability coupled with a wide variety of machine learning and data analytics techniques have led to rapid advancement of how SHM is executed, enabling increased transformation from research to practice. This book intends to present a representative collection of such data science advancements used for SHM applications, providing an important contribution for civil engineers, researchers, and practitioners around the world.

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Verlag
Springer
Erscheinungsdatum
2021
Sprache
Englisch
ISBN 10 
3030817156
ISBN 13 
9783030817152
Einband
Gebundene Ausgabe
Auflage
1
Anzahl der Seiten
499
Herausgeber
Cury Alexandre, Ribeiro Diogo, Ubertini Filippo, Todd Michael D.
Kontakt zum Hersteller
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ProductSafety@springernature.com

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Deutschland

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ISBN 10:  3030817180 ISBN 13:  9783030817183
Verlag: Springer, 2022
Softcover