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Civil-Comp Proceedings
ISSN 1759-3433
CCP: 111
PROCEEDINGS OF THE FIFTH INTERNATIONAL CONFERENCE ON PARALLEL, DISTRIBUTED, GRID AND CLOUD COMPUTING FOR ENGINEERING
Edited by:
Paper 11

Identifying the Ductile Fracture in Steel Materials via Lloyd Type Algorithms

M. Pecha 1 and P. Skalný2

1IT4Innovations, VSB-Technical University of Ostrava, Czech Republic
2Department of Mathematics and Descriptive Geometry, VSB-Technical University of Ostrava, Czech Republic

Full Bibliographic Reference for this paper
M. Pecha, P. Skalny, "Identifying the Ductile Fracture in Steel Materials via Lloyd Type Algorithms", in , (Editors), "Proceedings of the Fifth International Conference on Parallel, Distributed, Grid and Cloud Computing for Engineering", Civil-Comp Press, Stirlingshire, UK, Paper 11, 2017. doi:10.4203/ccp.111.11
Keywords: drop weight tear test, brittle fracture, ductile fracture, k-means, k-median, PAM, parallelization.

Summary
In this paper, we analyse specimen properties of so-called Drop Weight Tear Test (DWTT), which is often used for a fracture resistance evaluation in material engineering. Our goal is ductile and brittle fracture area detections in 3D DWTT surface scan by Lloyd type algorithms, i.e. k-means, k-medians and PAM. For correct evaluation of 3D scan of DWTT surface, we consider new concept of DWTT surface normal vector characteristics, which is presented in our previous works. Further, we take into account efficient parallel MPI implementation of Lloyd solvers and their testing. Benchmarks and the achieved clustering result evaluations conclude the paper.

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