State-of-the-art review on advancements of data mining in structural health monitoring
To date, data mining (DM) techniques, ie artificial intelligence, machine learning, and
statistical methods have been utilized in a remarkable number of structural health monitoring …
statistical methods have been utilized in a remarkable number of structural health monitoring …
Smart composite structures with embedded sensors for load and damage monitoring–a review
R Janeliukstis, D Mironovs - Mechanics of Composite Materials, 2021 - Springer
Fibre-reinforced polymer (FRP) composite materials are widely used in different branches of
industry, especially in aerospace, owing to their low mass, high strength and stiffness, and …
industry, especially in aerospace, owing to their low mass, high strength and stiffness, and …
Structural performance evaluation of airport asphalt pavement based on field data measurement and finite element simulation
Z Dong, T Wang, X Ma, C Cao, J Sun - Measurement, 2023 - Elsevier
Airport asphalt pavement failure is caused by the combined effects of temperature and
aircraft loading. Sensors have been effectively used to monitor the structural health of airport …
aircraft loading. Sensors have been effectively used to monitor the structural health of airport …
Sensory methods and machine learning based damage identification of fibre-reinforced composite structures: An introductory review
Fibre-reinforced composite materials are extensively used for manufacturing critical
engineering components in diverse applications, which demands intelligent and reliable …
engineering components in diverse applications, which demands intelligent and reliable …
FBG humidity and temperature sensor based on ANN for environment application: sensitivity improvement
Because of the sensitivity enhancement of the fiber Bragg grating (FBG) sensor is still matter
of challenge, and it is very important in different field of study, this paper proposes a new …
of challenge, and it is very important in different field of study, this paper proposes a new …
Impact of Reducing Statistically Small Population Sampling on Threshold Detection in FBG Optical Sensing
G Cibira, I Glesk, J Dubovan, D Benedikovič - Sensors, 2024 - mdpi.com
Many techniques have been studied for recovering information from shared media such as
optical fiber that carries different types of communication, sensing, and data streaming. This …
optical fiber that carries different types of communication, sensing, and data streaming. This …
Evaluation of delamination crack tip in woven fibre glass reinforced polymer composite using FBG sensor spectra and thermo-elastic response
This paper details a study which was carried out on the application of FBG sensors for
investigation of delamination crack status in glass fibre reinforced composite materials. A …
investigation of delamination crack status in glass fibre reinforced composite materials. A …
Modeling the thermo-mechanical deformations of machine tool structures in CFRP material adopting data-driven prediction schemes
F Aggogeri, A Merlo, N Pellegrini - Mechatronics, 2020 - Elsevier
The thermo-mechanical effects in machine tools (MTs) are represented by complex models
since they may produce non-linear distortions overtime, impacting significantly on the …
since they may produce non-linear distortions overtime, impacting significantly on the …
Use of an elasto-plastic model and strain measurements of embedded fibre Bragg grating sensors to detect Mode I delamination crack propagation in woven cloth (0 …
Mode I fracture analysis being employed to study delamination damage in fibre-reinforced
composite structures under in-plane and out-of-plane load applications. However, due to the …
composite structures under in-plane and out-of-plane load applications. However, due to the …
Research on stress curve clustering algorithm of Fiber Bragg grating sensor
Y Lin, Y Wang, H Qu, Y **ong - Scientific Reports, 2023 - nature.com
The global stress distribution and state parameter analysis of the building's main structure is
an urgent problem to be solved in the online state assessment technology of building …
an urgent problem to be solved in the online state assessment technology of building …