Machine learning for structural health monitoring: challenges and opportunities

FG Yuan, SA Zargar, Q Chen… - Sensors and smart …, 2020 - spiedigitallibrary.org
A physics-based approach to structural health monitoring (SHM) has practical shortcomings
which restrict its suitability to simple structures under well controlled environments. With the …

[HTML][HTML] Structural health monitoring of offshore wind turbines: A review through the Statistical Pattern Recognition Paradigm

M Martinez-Luengo, A Kolios, L Wang - Renewable and Sustainable …, 2016 - Elsevier
Offshore Wind has become the most profitable renewable energy source due to the
remarkable development it has experienced in Europe over the last decade. In this paper, a …

Structural displacement measurement using an unmanned aerial system

H Yoon, J Shin, BF Spencer Jr - Computer‐Aided Civil and …, 2018 - Wiley Online Library
Abstract Vibration‐based Structural Health Monitoring (SHM) is one of the most popular
solutions to assess the safety of civil infrastructure. SHM applications all begin with …

Vibration based condition monitoring: a review

EP Carden, P Fanning - Structural health monitoring, 2004 - journals.sagepub.com
Vibration based condition monitoring refers to the use of in situ non-destructive sensing and
analysis of system characteristics–in the time, frequency or modal domains–for the purpose …

[图书][B] Bayesian methods for structural dynamics and civil engineering

KV Yuen - 2010 - books.google.com
Bayesian methods are a powerful tool in many areas of science and engineering, especially
statistical physics, medical sciences, electrical engineering, and information sciences. They …

Health monitoring of civil infrastructure

PC Chang, A Flatau, SC Liu - Structural health monitoring, 2003 - journals.sagepub.com
Increased awareness of the economic and social effects of aging, deterioration and extreme
events on civil infrastructure has been accompanied by recognition of the need for advanced …

Smart sensing technology: opportunities and challenges

BF Spencer Jr, ME Ruiz‐Sandoval… - Structural Control and …, 2004 - Wiley Online Library
Abstract 'Smart'sensors with embedded microprocessors and wireless communication links
have the potential to change fundamentally the way civil infrastructure systems are …

A review of vibration-based structural health monitoring with special emphasis on composite materials

D Montalvao, NMM Maia… - Shock and vibration …, 2006 - eprints.bournemouth.ac.uk
Structural health monitoring and damage detection techniques are tools of great importance
in the off-shore, civil, mechanical and aeronautical engineering communities, both for safety …

Recent progress and future trends on damage identification methods for bridge structures

Y An, E Chatzi, SH Sim, S Laflamme… - … Control and Health …, 2019 - Wiley Online Library
Damage identification forms a key objective in structural health monitoring. Several state‐of‐
the‐art review papers regarding progress in this field up to 2011 have been published. This …

Autoregressive statistical pattern recognition algorithms for damage detection in civil structures

R Yao, SN Pakzad - Mechanical Systems and Signal Processing, 2012 - Elsevier
Statistical pattern recognition has recently emerged as a promising set of complementary
methods to system identification for automatic structural damage assessment. Its essence is …