Structural Health Monitoring Based on Data Science Techniques

Structural Health Monitoring Based on Data Science Techniques
Author :
Publisher : Springer Nature
Total Pages : 490
Release :
ISBN-10 : 9783030817169
ISBN-13 : 3030817164
Rating : 4/5 (69 Downloads)

Book Synopsis Structural Health Monitoring Based on Data Science Techniques by : Alexandre Cury

Download or read book Structural Health Monitoring Based on Data Science Techniques written by Alexandre Cury and published by Springer Nature. This book was released on 2021-10-23 with total page 490 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


Structural Health Monitoring Based on Data Science Techniques Related Books

Structural Health Monitoring Based on Data Science Techniques
Language: en
Pages: 490
Authors: Alexandre Cury
Categories: Computers
Type: BOOK - Published: 2021-10-23 - Publisher: Springer Nature

DOWNLOAD EBOOK

The modern structural health monitoring (SHM) paradigm of transforming in situ, real-time data acquisition into actionable decisions regarding structural perfor
Data-Centric Structural Health Monitoring
Language: en
Pages: 274
Authors: Mohammad Noori
Categories: Technology & Engineering
Type: BOOK - Published: 2023-09-04 - Publisher: Walter de Gruyter GmbH & Co KG

DOWNLOAD EBOOK

Structural Health Monitoring
Language: en
Pages: 496
Authors: Daniel Balageas
Categories: Technology & Engineering
Type: BOOK - Published: 2010-01-05 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

This book is organized around the various sensing techniques used to achieve structural health monitoring. Its main focus is on sensors, signal and data reducti
Structural Health Monitoring by Time Series Analysis and Statistical Distance Measures
Language: en
Pages: 145
Authors: Alireza Entezami
Categories: Technology & Engineering
Type: BOOK - Published: 2021-02-01 - Publisher: Springer Nature

DOWNLOAD EBOOK

This book conducts effective research on data-driven Structural Health Monitoring (SHM), and accordingly presents many novel feature extraction methods by time
Data-Centric Structural Health Monitoring
Language: en
Pages: 359
Authors: Mohammad Noori
Categories: Technology & Engineering
Type: BOOK - Published: 2023-09-04 - Publisher: Walter de Gruyter GmbH & Co KG

DOWNLOAD EBOOK

This book introduces the latest developments in data-centric engineering, including different artificial intelligence and machine learning schemes, as well as t