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Structural Health Monitoring Based on Data Science Techniques (Hardcover, 1st ed. 2022)
Loot Price: R4,292
Discovery Miles 42 920
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Structural Health Monitoring Based on Data Science Techniques (Hardcover, 1st ed. 2022)
Series: Structural Integrity, 21
Expected to ship within 12 - 17 working days
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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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