S Mongkhonthanaphon… - Journal of physics …, 2019 - iopscience.iop.org
… Since manual inspection of Titanium … the classification of the Ti-6Al-4V microstructure. The FCNN classifier is built on U-net architecture to classify the phases (Alpha or Beta) in titanium …
… Titanium alloy, Ti-6Al-4V. The primary reason for this is that this material is extremely widely used [3] but, due to its complex microstructure, no good automated … Ti-6Al-4V is a two-phase …
AR Backes, JJ de Mesquita Sá Junior - … , Image Analysis, Computer Vision …, 2018 - Springer
… In this paper, our goal is to use fractal dimension based descriptors to correctly discriminate samples of an inspected metal: the phases of a Titanium alloy, Ti-6Al-4V. Visualinspection …
… For example, determining the volume fraction of \(\upbeta \)-phase in Ti–6Al–4V, our research … ) to ensure robustness and excellent performance across all Ti–6Al–4V HEXD data sets. …
S Mongkhonthanaphon… - Int. J. Mach. Learn …, 2020 - scholar.archive.org
… to automate the pixel-wise classification of Alpha or Beta phase contained in the Ti-6Al-4V … result in reducing the time and uncertainties during human inspection for quality control. …
… AM Ti-6Al-4V. Finally, we developed a deep learning model to … a grandfather to me, and helped me improve at all stages. … (AM) parts of titanium alloy Ti-6Al-4V. We developed a …
Y Yang, J Chen, HL Wang, ZQ Zhang, YJ Lu… - Materials Science and …, 2017 - Elsevier
… and hcp-α/α′ phase in titanium is well-known to follow a famous BOR [38], [39], [40]: <110> β // (0001) α , <111> β // <2-1-10> α . Twelve equivalent α/α′ variants termed as V1-V12 …
… of the temperature for Ti-6Al-4V and others titanium alloys [12] . . . . . . … volume fraction of the alpha phase in Ti-6Al-4V, cooling down from … 2.1 a) Classification of US technical Titanium …
C Dredge, I Berment-Parr, R M'Saoubi… - Advances in Industrial and …, 2020 - Elsevier
… The machinability of titanium alloys has been reviewed over … orientation of the α phase in the machined surface, using an … with the LAGB analysis, it is evident that the visualinspection …