The need for multi-sensor data fusion in structural health monitoring of composite aircraft structures
With the increased use of composites in aircraft, many new successful contributions to the
advancement of the structural health monitoring (SHM) field for composite aerospace …
advancement of the structural health monitoring (SHM) field for composite aerospace …
[HTML][HTML] Intelligent health indicator construction for prognostics of composite structures utilizing a semi-supervised deep neural network and SHM data
A health indicator (HI) is a valuable index demonstrating the health level of an engineering
system or structure, which is a direct intermediate connection between raw signals collected …
system or structure, which is a direct intermediate connection between raw signals collected …
A novel strain-based health indicator for the remaining useful life estimation of degrading composite structures
G Galanopoulos, N Eleftheroglou, D Milanoski… - Composite …, 2023 - Elsevier
We present a generic methodology for developing a Health Indicator out of strain-based
Structural Health Monitoring data suitable for implementation in prognostic tasks. For this …
Structural Health Monitoring data suitable for implementation in prognostic tasks. For this …
Multi-level damage diagnosis on stiffened composite panels based on a damage-uninformative digital twin
D Milanoski, G Galanopoulos… - Structural Health …, 2023 - journals.sagepub.com
In this study, a multi-level Structural Health Monitoring methodology for stiffened composite
panels is introduced. A digital twin (DT), that is, a three-dimensional finite element (FE) …
panels is introduced. A digital twin (DT), that is, a three-dimensional finite element (FE) …
[HTML][HTML] Particle filter-based damage prognosis using online feature fusion and selection
Damage prognosis generally resorts to damage quantification functions and evolution
models to quantify the current damage state and to predict the future states and the …
models to quantify the current damage state and to predict the future states and the …
Fatigue driven delamination in composite structures: Definition and assessment of a novel fracture mechanics based computational tool
The development of numerical methodologies to investigate material damages is a crucial
aspect of aerospace components design. The advent of composite materials has made this …
aspect of aerospace components design. The advent of composite materials has made this …
[HTML][HTML] Axial compressive performances of stiffened composite panels: Experimental and numerical study
Y Feng, W Wang, S Lu, S Liu, B Ma - Alexandria Engineering Journal, 2023 - Elsevier
Axial compressive performances of stiffened composite panel were studied in this
manuscript. In experimental study, buckling phenomenon of three specimens appear at …
manuscript. In experimental study, buckling phenomenon of three specimens appear at …
[HTML][HTML] Vibration-based prediction of residual fatigue life for composite laminates through frequency measurements
Z Liang, KR Ramakrishnan, NG Ching-Tai, Z Zhang… - Composite …, 2024 - Elsevier
Fiber reinforced polymer (FRP) structures may experience cumulative fatigue damage
during their service life which can lead to structural failure. This paper focuses on predicting …
during their service life which can lead to structural failure. This paper focuses on predicting …
[HTML][HTML] A novel machine learning model to design historical-independent health indicators for composite structures
M Moradi, FC Gul, D Zarouchas - Composites Part B: Engineering, 2024 - Elsevier
Developing comprehensive health indicators (HIs) for composite structures encompassing
various damage types is challenging due to the stochastic nature of damage accumulation …
various damage types is challenging due to the stochastic nature of damage accumulation …
Particle filter-based fatigue damage prognosis using prognostic-aided model updating
T Li - Mechanical Systems and Signal Processing, 2024 - Elsevier
Fatigue damage prognosis studies typically involve updating a degradation model based on
the collected measurements. The updated model can accurately depict the past degradation …
the collected measurements. The updated model can accurately depict the past degradation …