Failure mechanisms analysis of 2D carbon/carbon using acoustic emission monitoring
The present work aims toward the application of an innovative methodology for the analysis of acoustic emission (AE) activity monitored during the quasistatic tensile loading of centre-hole carbon/carbon. An in-house developed algorithm is proposed, which utilises the results of unsupervised pattern...
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Veröffentlicht in: | NDT & E international : independent nondestructive testing and evaluation 1998-06, Vol.31 (3), p.157-163 |
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creator | Pappas, Y.Z. Markopoulos, Y.P. Kostopoulos, V. |
description | The present work aims toward the application of an innovative methodology for the analysis of acoustic emission (AE) activity monitored during the quasistatic tensile loading of centre-hole carbon/carbon. An in-house developed algorithm is proposed, which utilises the results of unsupervised pattern recognition classification of AE data. Correlation between clusters and specific material failure modes was achieved, using algorithm results and cluster activation parameters. During the analysis a dependence of AE activity on the hole diameter was observed. |
doi_str_mv | 10.1016/S0963-8695(98)00002-4 |
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An in-house developed algorithm is proposed, which utilises the results of unsupervised pattern recognition classification of AE data. Correlation between clusters and specific material failure modes was achieved, using algorithm results and cluster activation parameters. During the analysis a dependence of AE activity on the hole diameter was observed.</description><identifier>ISSN: 0963-8695</identifier><identifier>EISSN: 1879-1174</identifier><identifier>DOI: 10.1016/S0963-8695(98)00002-4</identifier><language>eng</language><publisher>Oxford: Elsevier Ltd</publisher><subject>acoustic emission ; Acoustical measurements and instrumentation ; Acoustics ; Applied sciences ; Artificial intelligence ; Building materials. Ceramics. Glasses ; Ceramic industries ; ceramic matrix composites ; Chemical industry and chemicals ; cluster activation ; Computer science; control theory; systems ; Cross-disciplinary physics: materials science; rheology ; Exact sciences and technology ; Fundamental areas of phenomenology (including applications) ; General studies ; Materials science ; Materials testing ; Nondestructive testing: ultrasonic testing, photoacoustic testing ; pattern recognition ; Physics ; Speech and sound recognition and synthesis. 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Glasses</subject><subject>Ceramic industries</subject><subject>ceramic matrix composites</subject><subject>Chemical industry and chemicals</subject><subject>cluster activation</subject><subject>Computer science; control theory; systems</subject><subject>Cross-disciplinary physics: materials science; rheology</subject><subject>Exact sciences and technology</subject><subject>Fundamental areas of phenomenology (including applications)</subject><subject>General studies</subject><subject>Materials science</subject><subject>Materials testing</subject><subject>Nondestructive testing: ultrasonic testing, photoacoustic testing</subject><subject>pattern recognition</subject><subject>Physics</subject><subject>Speech and sound recognition and synthesis. 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Ceramics. Glasses</topic><topic>Ceramic industries</topic><topic>ceramic matrix composites</topic><topic>Chemical industry and chemicals</topic><topic>cluster activation</topic><topic>Computer science; control theory; systems</topic><topic>Cross-disciplinary physics: materials science; rheology</topic><topic>Exact sciences and technology</topic><topic>Fundamental areas of phenomenology (including applications)</topic><topic>General studies</topic><topic>Materials science</topic><topic>Materials testing</topic><topic>Nondestructive testing: ultrasonic testing, photoacoustic testing</topic><topic>pattern recognition</topic><topic>Physics</topic><topic>Speech and sound recognition and synthesis. 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subjects | acoustic emission Acoustical measurements and instrumentation Acoustics Applied sciences Artificial intelligence Building materials. Ceramics. Glasses Ceramic industries ceramic matrix composites Chemical industry and chemicals cluster activation Computer science control theory systems Cross-disciplinary physics: materials science rheology Exact sciences and technology Fundamental areas of phenomenology (including applications) General studies Materials science Materials testing Nondestructive testing: ultrasonic testing, photoacoustic testing pattern recognition Physics Speech and sound recognition and synthesis. Linguistics Technical ceramics |
title | Failure mechanisms analysis of 2D carbon/carbon using acoustic emission monitoring |
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