Beam damage assessment using natural frequency shift and machine learning

N Gillich, C Tufisi, C Sacarea, CV Rusu, GR Gillich… - Sensors, 2022 - mdpi.com
Damage detection based on modal parameter changes has become popular in the last few
decades. Nowadays, there are robust and reliable mathematical relations available to …

Damage detection on a beam with multiple cracks: a simplified method based on relative frequency shifts

GR Gillich, NMM Maia, MA Wahab, C Tufisi, ZI Korka… - Sensors, 2021 - mdpi.com
Identifying cracks in the incipient state is essential to prevent the failure of engineering
structures. Detection methods relying on the analysis of the changes in modal parameters …

Crack Detection on a Structural Beam: A Simplified Analytical Method Based on Artificial Neural Network Model

JO Gidiagba, L Tartibu, MO Okwu - … International Conference on …, 2022 - ieeexplore.ieee.org
Early detection of cracks in beams, machines, and other structural elements with
applications in the maritime industry, oil and gas sector, mining sector, and other systems or …

A method to detect cracks in the beams with imperfect boundary conditions

D Lupu, GR Gillich, D Nedelcu, N Gillich… - Journal of Physics …, 2021 - iopscience.iop.org
Non-destructive testing of structures involving vibration-based damage detection methods
implies knowing the beam's boundary conditions. For perfect boundary conditions …

[HTML][HTML] Determining the position of two cracks in a cantilever beam using artificial neural networks

MV Pop, C Tufisi, GR Gillich - Vibroengineering Procedia, 2022 - extrica.com
During functioning time, structures such as beams are subjected to a variety of loads caused
by the working conditions and environment, which can lead to the development of cracks …

[PDF][PDF] A new mathematical model for cracked beams with uncertain boundary conditions

GR Gillich, D Nedelcu, MA Wahab… - … on Noise and …, 2020 - past.isma-isaac.be
Because real beams have non-ideal boundary conditions, it is necessary to use advanced
models to determine the real modal parameters. The model proposes imperfect clamping …

Exact solution for the severity of transverse cracks in prismatic beams

C Tufisi, GR Gillich, CO Hamat, I Biro… - Journal of Physics …, 2020 - iopscience.iop.org
We propose herein a mathematical relation to calculate the severity of transverse cracks
which affect a prismatic beam. It is known that the damage severity depends on the depth of …

About the calculus of the relative frequency shifts for a beam with multiple cracks

GR Gillich, D Nedelcu, CO Hamat… - Journal of Physics …, 2020 - iopscience.iop.org
We propose in this paper a mathematical relationship to calculate the natural frequency
shifts of beams due to multiple cracks. The relationship is based on the application of the …

Assessing the Accuracy of a New Model for T-Shaped Cracks

GR Gillich, C Tufisi, L David, OC HAMAT - Romanian Journal of Acoustics …, 2019 - rjav.sra.ro
The paper presents the investigations made to evaluate a model that predicts the frequency
shifts due to T-shaped cracks. We developed the model basing on the energy loss due to the …