Carbide volume fraction and size distribution in 100cr6 steel has been studied using experimental and computational methods. Industrial production cycle of bearing steels includes spheroidization and hardening steps results with coarse globular carbides in martensitic matrix. It is well known that coarse precipitates adversely effects the mechanical properties. Therefore, microstructural evaluation is necessary to determine the carbide size and distribution. Scanning electron microscopy studies has been carried out after the austenitization with different annealing parameters. Scanning electron microscope micrographs has been evaluated according to the line intercept method according to ASTM 562—11 (manual
point count method) as well as using ImageJ software and proposed image processing based tool. The proposed tool includes (i) pre-processing steps such as converting gray-scale, smoothing, thresholding, morphological operations to improve the results of later processing steps, (ii) finding contour and convex hull representation, and (iii) calculation of different features such as volume and size. Experimental results show that the proposed tool can be used for analysis of carbide volume fraction and size distribution.
Büyük Veri, Paralel İşleme ve Akademisyenlik [Link]
Veri Analitiği & Büyük Veri [Link]