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 …

Practical implementation of structural health monitoring in multi-story buildings

A Sivasuriyan, DS Vijayan, W Górski, Ł Wodzyński… - Buildings, 2021 - mdpi.com
This study investigated operational and structural health monitoring (SHM) as well as
damage evaluations for building structures. The study involved damage detection and the …

An efficient artificial neural network for damage detection in bridges and beam-like structures by improving training parameters using cuckoo search algorithm

H Tran-Ngoc, S Khatir, G De Roeck, T Bui-Tien… - Engineering …, 2019 - Elsevier
This paper presents a new approach for damage detection in structures by applying a
flexible combination based on an artificial neural network (ANN) and cuckoo search (CS) …

Review of machine-learning techniques applied to structural health monitoring systems for building and bridge structures

A Gomez-Cabrera, PJ Escamilla-Ambrosio - Applied Sciences, 2022 - mdpi.com
This review identifies current machine-learning algorithms implemented in building
structural health monitoring systems and their success in determining the level of damage in …

Modal testing and evaluation of cracks on cantilever beam using mode shape curvatures and natural frequencies

SSB Chinka, SR Putti, BK Adavi - Structures, 2021 - Elsevier
This paper presented the process of implementing and developing a novel damage
detection approach on beam like-structure using modal parameters. In Theoretical Modal …

Piezoelectric cement sensor-based electromechanical impedance technique for the strength monitoring of cement mortar

HH Pan, MW Huang - Construction and Building Materials, 2020 - Elsevier
Piezoelectric cement is a 0–3 type cement-based piezoelectric composite comprising 50%
lead zirconate titanate (PZT) particles. Piezoelectric cement sensors, which are based on the …

Damage identification using piezoelectric electromechanical impedance: a brief review from a numerical framework perspective

P Cao, S Zhang, Z Wang, K Zhou - Structures, 2023 - Elsevier
High-frequency electromechanical impedance measured from the piezoelectric transducer
has been recognized as an effective indicator to infer minor damage occurrence. Over the …

On the use of acquisition function‐based Bayesian optimization method to efficiently tune SVM hyperparameters for structural damage detection

AK Agrawal, G Chakraborty - Structural Control and Health …, 2021 - Wiley Online Library
This article presents a novel application of an acquisition function‐based Bayesian
optimization (BO) method to optimally tune the hyperparameters of soft margin support …

Design and implementation of a synchronized IoT-based structural health monitoring system

M AbdelRaheem, M Hassan, US Mohammed… - Internet of Things, 2022 - Elsevier
Abstract Structure health monitoring is a general term used to describe the process of
assessing the civil structure status and detecting and/or identifying any damage that occurs …

A review on fatigue monitoring of structures

N García-Fernández, M Aenlle… - International Journal of …, 2023 - emerald.com
A review on fatigue monitoring of structures | Emerald Insight Books and journals Case studies
Expert Briefings Open Access Publish with us Advanced search A review on fatigue monitoring …