Damage mechanism identification in composites via machine learning and acoustic emission
Damage mechanism identification has scientific and practical ramifications for the structural
health monitoring, design, and application of composite systems. Recent advances in …
health monitoring, design, and application of composite systems. Recent advances in …
The use of carbon nanotubes for damage sensing and structural health monitoring in laminated composites: a review
The increasing use of fiber-reinforced plastics (FRPs) in industries such as aerospace,
marine, and automotive, has resulted in a necessity to monitor the structural integrity of …
marine, and automotive, has resulted in a necessity to monitor the structural integrity of …
On acoustic emission for failure investigation in CFRP: Pattern recognition and peak frequency analyses
R Gutkin, CJ Green, S Vangrattanachai… - Mechanical systems and …, 2011 - Elsevier
This paper investigates failure in Carbon Fibre Reinforced Plastics CFRP using Acoustic
Emission (AE). Signals have been collected and post-processed for various test …
Emission (AE). Signals have been collected and post-processed for various test …
[HTML][HTML] Damage classification in carbon fibre composites using acoustic emission: A comparison of three techniques
JP McCrory, SK Al-Jumaili, D Crivelli… - Composites Part B …, 2015 - Elsevier
Classifying the type of damage occurring within a structure using a structural health
monitoring system can allow the end user to assess what kind of repairs, if any, that a …
monitoring system can allow the end user to assess what kind of repairs, if any, that a …
[HTML][HTML] Feasibility and limitations of damage identification in composite materials using acoustic emission
One of the current challenges in health monitoring of composite materials is the use of
acoustic emission to identify damage modes. Many classification procedures have been …
acoustic emission to identify damage modes. Many classification procedures have been …
[HTML][HTML] A new methodology for automating acoustic emission detection of metallic fatigue fractures in highly demanding aerospace environments: An overview
The acoustic emission (AE) phenomenon has many attributes that make it desirable as a
structural health monitoring or non-destructive testing technique, including the capability to …
structural health monitoring or non-destructive testing technique, including the capability to …
Transverse cracking in carbon fiber reinforced polymer composites: Modal acoustic emission and peak frequency analysis
C Baker, GN Morscher, VV Pujar… - Composites Science and …, 2015 - Elsevier
The initiation and propagation of cracks in carbon-fiber reinforced toughened epoxy polymer
composite laminates were studied using modal acoustic emission and waveform energies …
composite laminates were studied using modal acoustic emission and waveform energies …
管道超声导波检测技术研究进展
焦敬品， 何存富， 吴斌， 费仁元， 王秀艳 - 实验力学, 2002 - sylx.ustc.edu.cn
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| English 焦敬品,何存富.管道超声导波检测技术研究进展[J].实验力学,2002,17(1): 管道超声导波 …
| English 焦敬品,何存富.管道超声导波检测技术研究进展[J].实验力学,2002,17(1): 管道超声导波 …
A machine learning framework for damage mechanism identification from acoustic emissions in unidirectional SiC/SiC composites
C Muir, B Swaminathan, K Fields… - npj Computational …, 2021 - nature.com
In this work, we demonstrate that damage mechanism identification from acoustic emission
(AE) signals generated in minicomposites with elastically similar constituents is possible. AE …
(AE) signals generated in minicomposites with elastically similar constituents is possible. AE …
Waveform based clustering and classification of AE transients in composite laminates using principal component analysis
M Johnson - Ndt & e International, 2002 - Elsevier
Acoustic emission (AE) transients in composite laminate tensile test specimens are analyzed
by principal component analysis (PCA). Signals resulting from matrix cracking and local …
by principal component analysis (PCA). Signals resulting from matrix cracking and local …