Advancing characterisation with statistics from correlative electron diffraction and X-ray spectroscopy, in the scanning electron microscope.

T P McAuliffe, A Foden, C Bilsland, D Daskalaki Mountanou,D Dye,T B Britton

Ultramicroscopy（2020）

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摘要

•Correlative electron backscatter diffraction (EBSD) and energy dispersive X-ray spectroscopy (EDS).•Unsupervised machine learning using principal component analysis.•Non-local averaging to amplify signal, improving classification.•Three phases are classified: two distinct carbides and the superalloy ‘matrix’.

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关键词

Principal component analysis,EBSD,EDS,Microstructure,Carbides,Superalloy

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