Towards Material Testing 2.0. A review of test design for identification of constitutive parameters from full‐field measurements

F Pierron, M Grédiac - Strain, 2021 - Wiley Online Library
Full‐field optical measurements like digital image correlation or the grid method have
brought a paradigm shift in the experimental mechanics community. While inverse …

Emerging trends in optimal structural health monitoring system design: From sensor placement to system evaluation

RJ Barthorpe, K Worden - Journal of Sensor and Actuator Networks, 2020 - mdpi.com
This paper presents a review of advances in the field of Sensor Placement Optimisation
(SPO) strategies for Structural Health Monitoring (SHM). This task has received a great deal …

Optimal sensor placement methodology for parametric identification of structural systems

C Papadimitriou - Journal of sound and vibration, 2004 - Elsevier
Theoretical and computational issues arising in the selection of the optimal sensor
configuration for parameter estimation in structural dynamics are addressed. The information …

Entropy-based optimal sensor location for structural model updating

C Papadimitriou, JL Beck… - Journal of Vibration and …, 2000 - journals.sagepub.com
A statistical methodology is presented for optimally locating the sensors in a structure for the
purpose of extracting from the measured data the most information about the parameters of …

Methodology for optimum sensor locations for parameter identification in dynamic systems

FE Udwadia - Journal of engineering mechanics, 1994 - ascelibrary.org
This paper provides a methodology for optimally locating sensors in a dynamic system so
that data acquired from those locations will yield the best identification of the parameters to …

Optimal sensor placement for fault detection

K Worden, AP Burrows - Engineering structures, 2001 - Elsevier
This paper describes an approach to fault detection and classification using neural networks
and methods of combinatorial optimisation. Given the existence of an effective fault detection …

The effect of prediction error correlation on optimal sensor placement in structural dynamics

C Papadimitriou, G Lombaert - Mechanical Systems and Signal Processing, 2012 - Elsevier
The problem of estimating the optimal sensor locations for parameter estimation in structural
dynamics is re-visited. The effect of spatially correlated prediction errors on the optimal …

Deep generative Bayesian optimization for sensor placement in structural health monitoring

S Sajedi, X Liang - Computer‐Aided Civil and Infrastructure …, 2022 - Wiley Online Library
Optimal sensor placement (OSP) is essential for effective structural health monitoring (SHM).
More recently, deep learning algorithms have shown great potential in sensor‐based SHM …

A modal test design strategy for model correlation

TG Carne, CR Dohrmann - 1994 - osti.gov
When a modal test is to be performed for purposes of correlation with a finite element model,
one needs to design the test so that the resulting measurements will provide the data …

A modified monkey algorithm for optimal sensor placement in structural health monitoring

TH Yi, HN Li, XD Zhang - Smart Materials and Structures, 2012 - iopscience.iop.org
Proper placement of sensors plays a key role in construction and implementation of an
effective structural health monitoring (SHM) system. This paper outlines a novel …