Fuzzy identification of cutting acoustic emission with extended subtractive cluster analysis

2011 ◽  
Vol 67 (4) ◽  
pp. 2599-2608 ◽  
Author(s):  
Qun Ren ◽  
Luc Baron ◽  
Marek Balazinski
Keyword(s):  
Cluster Analysis ◽  
Acoustic Emission ◽  
Fuzzy Identification ◽  
Subtractive Cluster

Cluster Analysis of Acoustic Emission Signals During Carbon Steel Pitting Corrosion Process

2014 ◽  
Author(s):  
Zhongzheng Zhang ◽  
Cheng Ye ◽  
Jun Jiang
Keyword(s):  
Cluster Analysis ◽  
Acoustic Emission ◽  
Carbon Steel ◽  
Ferric Chloride ◽  
Pitting Corrosion ◽  
Chloride Solution ◽  
Ferric Chloride Solution ◽  
Corrosion Process ◽  
Different Types ◽  
Ae Signals

In order to study acoustic emission (AE) signals characteristics of pitting corrosion on carbon steel, Pitting corrosion process on carbon steel in 6% ferric chloride solution was monitored by AE technology. K-mean cluster algorithm was used to classify the monitored AE signals, in which the duration, counts, amplitude, absolute energy and peak frequency were analyzed as the AE signals characteristics, and different types AE sources were identified. The results showed that there were mainly three type AE sources during carbon steel pitting corrosion process in ferric chloride solution, and the different types AE sources could be classified by cluster analysis. The research results have some certain significance for AE monitoring of pitting corrosion on carbon steel.

scholarly journals Cluster analysis of acoustic emission signals for 2D and 3D woven carbon fiber/epoxy composites

2015 ◽  
Vol 50 (14) ◽  
pp. 1921-1935 ◽  
Author(s):  
Li Li ◽  
Yentl Swolfs ◽  
Ilya Straumit ◽  
Xiong Yan ◽  
Stepan V Lomov
Keyword(s):  
Cluster Analysis ◽  
Acoustic Emission ◽  
Carbon Fiber ◽  
Epoxy Composites ◽  
2D And 3D ◽  
Carbon Fiber Epoxy

scholarly journals Cluster analysis of acoustic emission data to investigate the damage evolution in modified scarf joint under bi-axial loading

2018 ◽  
Vol 96 (11) ◽  
pp. 969-987
Author(s):  
J. Destouesse ◽  
M. Diakhate ◽  
C. Badulescu ◽  
D. Thévenet ◽  
M. Stackler ◽  
...  
Keyword(s):  
Cluster Analysis ◽  
Acoustic Emission ◽  
Damage Evolution ◽  
Axial Loading ◽  
Emission Data ◽  
Scarf Joint
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