Review for order reduction based on proper orthogonal decomposition and outlooks of applications in mechanical systems

K Lu, Y **, Y Chen, Y Yang, L Hou, Z Zhang… - … Systems and Signal …, 2019‏ - Elsevier
This paper presents a review of proper orthogonal decomposition (POD) methods for order
reduction in a variety of research areas. The historical development and basic mathematical …

An introduction to the proper orthogonal decomposition

A Chatterjee - Current science, 2000‏ - JSTOR
A tutorial is presented on the Proper Orthogonal Decomposition (POD), which finds
applications in computationally processing large amounts of high-dimensional data with the …

Machine learning algorithms for damage detection under operational and environmental variability

E Figueiredo, G Park, CR Farrar… - Structural Health …, 2011‏ - journals.sagepub.com
The goal of this article is to detect structural damage in the presence of operational and
environmental variations using vibration-based damage identification procedures. For this …

Machine learning algorithms for damage detection: Kernel-based approaches

A Santos, E Figueiredo, MFM Silva, CS Sales… - Journal of Sound and …, 2016‏ - Elsevier
This paper presents four kernel-based algorithms for damage detection under varying
operational and environmental conditions, namely based on one-class support vector …

Reducing false alarms in guided waves structural health monitoring of pipelines: Review synthesis and debate

M El Mountassir, S Yaacoubi, F Dahmene - International Journal of …, 2020‏ - Elsevier
Guided waves based structural health monitoring systems have been proposed to ensure
reliability and structural integrity of pipelines. These systems are designed with permanently …

Damage detection in structural systems utilizing artificial neural networks and proper orthogonal decomposition

S Eftekhar Azam, A Rageh… - Structural Control and …, 2019‏ - Wiley Online Library
A supervised learning scheme is proposed for detecting, locating, and quantifying the
intensity of damage in structures using Artificial Neural Networks (ANNs) and Proper …

Robust ultrasonic damage detection under complex environmental conditions using singular value decomposition

C Liu, JB Harley, M Bergés, DW Greve, IJ Oppenheim - Ultrasonics, 2015‏ - Elsevier
Guided wave ultrasonics is an attractive monitoring technique for damage diagnosis in large-
scale plate and pipe structures. Damage can be detected by comparing incoming records …

Chatter recognition by a statistical evaluation of the synchronously sampled audio signal

TL Schmitz - Journal of Sound and Vibration, 2003‏ - Elsevier
Milling is a complex dynamic process that includes periodic impacts of the cutting teeth with
the workpiece, corresponding vibrations of the cutter and workpiece that define the …

Investigation of machine learning methods for structural safety assessment under variability in data: Comparative studies and new approaches

H Sarmadi - Journal of Performance of Constructed Facilities, 2021‏ - ascelibrary.org
Due to the importance of civil structures and infrastructures, structural safety assessment or
structural health monitoring has become a basic necessity for every society. Recent …

Online damage detection in structural systems via dynamic inverse analysis: A recursive Bayesian approach

SE Azam, S Mariani - Engineering Structures, 2018‏ - Elsevier
In this paper, a framework is presented for the joint state tracking and parameter estimation
of partially observed structural systems characterized by a relatively large number of …