Characterization of micrographs and fractographs of Cu-strengthened HSLA steel using image texture analysis

Dutta, Samik and Barat, K and Das, Arpan and Das, Swapan K and Shukla, A K and Roy, Himadri (2014) Characterization of micrographs and fractographs of Cu-strengthened HSLA steel using image texture analysis. Measurement, 47 (IF-1.526). pp. 130-144.

[img]PDF
Restricted to NML users only. Others may use ->

8Mb

Abstract

Texture analyses methods incorporating fractal analysis using box-counting, grey level co-occurrence matrix (GLCM) technique and run length statistical (RLS) analysis technique have been carried out to automatically characterize micrographs and fractographs of Cu-strengthened high-strength low alloy (HSLA) steel. The selected steel has been solution treated and water quenched followed by ageing at different temperatures. Tensile tests have been carried out for water quenched and aged specimens. Microstructural and fractographic analyses are made using scanning electron microscope. Ten texture features from the three texture analyses methods are extracted to correlate with the observed mechanical properties. The obtained image texture features of both micrographs and fractographs have been compared with the estimated mechanical properties. The results obtained from the investigation reveal that there is a systematic correlation of the mechanical properties and image texture features with ageing temperatures.

Item Type:Article
Official URL/DOI:http://www.sciencedirect.com/science/article/pii/S...
Uncontrolled Keywords:Image texture analysis; Ageing; Microstructure; Fractograph; Cu-strengthened HSLA
Divisions:Material Science and Technology
ID Code:6712
Deposited By:Dr. A K Sahu
Deposited On:27 Sep 2013 10:32
Last Modified:04 May 2016 13:47
Related URLs:

Repository Staff Only: item control page