scholarly journals A Brief Introduction to Recent Developments in Population-Based Structural Health Monitoring

2020 ◽  
Vol 6 ◽  
Author(s):  
Keith Worden ◽  
Lawrence A. Bull ◽  
Paul Gardner ◽  
Julian Gosliga ◽  
Timothy J. Rogers ◽  
...  
Keyword(s):  
Structural Health Monitoring ◽  
Health Monitoring ◽  
Population Based ◽  
Structural Health ◽  
Recent Developments

Towards Population-Based Structural Health Monitoring, Part V: Networks and Databases

2021 ◽  
pp. 1-8
Author(s):  
Chandula T. Wickramarachchi ◽  
Daniel S. Brennan ◽  
Weijiang Lin ◽  
Eoghan Maguire ◽  
Dustin Y. Harvey ◽  
...  
Keyword(s):  
Structural Health Monitoring ◽  
Health Monitoring ◽  
Population Based ◽  
Structural Health

Some Recent Developments in Structural Health Monitoring

2012 ◽  
Vol 518 ◽  
pp. 298-318 ◽  
Author(s):  
R.J. Barthorpe ◽  
E.J. Cross ◽  
E. Papatheou ◽  
Keith Worden
Keyword(s):  
Structural Health Monitoring ◽  
Unsupervised Learning ◽  
Supervised Learning ◽  
Health Monitoring ◽  
Research Group ◽  
Novelty Detection ◽  
Structural Health ◽  
Recent Developments ◽  
Damage States ◽  
The University

This paper is concerned with reporting some recent developments in Structural Health Monitoring (SHM) research conducted within the Dynamics Research Group at the University of Sheffield. The particular developments discussed are concerned with arguably the two main problems facing data-based approaches to SHM, namely: how to obtain data from damage states of a structure for supervised learning and how to remove environmental and operational effects from data when unsupervised learning (novelty detection) is indicated.

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