Optimization of sensor placement for structural health monitoring: A review

W Ostachowicz, R Soman… - Structural health …, 2019 - journals.sagepub.com
The deployment cost of the structural health monitoring (SHM) system is the major argument
against the more widespread use of the structural health monitoring techniques …

A systematic review of optimization algorithms for structural health monitoring and optimal sensor placement

S Hassani, U Dackermann - Sensors, 2023 - mdpi.com
In recent decades, structural health monitoring (SHM) has gained increased importance for
ensuring the sustainability and serviceability of large and complex structures. To design an …

Reconstruction of full-field dynamic responses for large-scale structures using optimal sensor placement

J Cao, F Bu, J Wang, C Bao, W Chen, K Dai - Journal of Sound and …, 2023 - Elsevier
This study explores an optimal sensor placement approach for reconstructing full-field
dynamic responses using a set of basic vectors obtained from high-fidelity data. The novelty …

A review of damage detection methods for wind turbine blades

D Li, SCM Ho, G Song, L Ren, H Li - Smart Materials and …, 2015 - iopscience.iop.org
Wind energy is one of the most important renewable energy sources and many countries are
predicted to increase wind energy portion of their whole national energy supply to about …

Optimal sensor placement for structural health monitoring based on multiple optimization strategies

TH Yi, HN Li, M Gu - The Structural Design of Tall and Special …, 2011 - Wiley Online Library
Careful selection and placement of sensors are the critical issue in the construction and
implementation of an effective structural health monitoring system. A hybrid method termed …

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 multi‐objective genetic algorithm strategy for robust optimal sensor placement

M Civera, ML Pecorelli, R Ceravolo… - … ‐Aided Civil and …, 2021 - Wiley Online Library
The performance of a monitoring system for civil buildings and infrastructures or mechanical
systems depends mainly on the position of the deployed sensors. At the current state, this …

Methodology developments in sensor placement for health monitoring of civil infrastructures

TH Yi, HN Li - International Journal of Distributed Sensor …, 2012 - journals.sagepub.com
Optimal sensor placement (OSP) technique plays a key role in the structural health
monitoring (SHM) of large-scale civil infrastructures. This paper outlines an overview of …

A novel method of distributed dynamic load identification for aircraft structure considering multi-source uncertainties

L Wang, Y Liu - Structural and Multidisciplinary Optimization, 2020 - Springer
A series of work for distributed dynamic load identification is investigated in this paper
considering unknown-but-bounded uncertainties in the aircraft structure. To facilitate the …