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Proceedings Paper

Application of the Monte Carlo method for the optimization of surface roughness during precise turning of NiTi shape memory alloy
Author(s): M. Kowalczyk
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Paper Abstract

This study was conducted to understand the exact turning of the NiTi shape memory alloy using tools made of polycrystalline diamonds (PCD) and consisted of three stages: experimental work, function modeling, Monte Carlo method optimization. In the first stage (experimental work) precise turning experiments were carried out using the Taguchi method. The influence of cutting speed and feed on surface roughness was investigated (Sa and Sz). In the second stage (modelling) all data collected in the experimental work were used to formulate models with interaction using the surface response method. In the third stage, the Monte Carlo method was used to solve problems with machining optimization. This article has the following main objectives: to develop a framework for solving machining optimization problems using the Monte Carlo method.

Paper Details

Date Published: 1 October 2018
PDF: 9 pages
Proc. SPIE 10808, Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2018, 108084P (1 October 2018); doi: 10.1117/12.2501421
Show Author Affiliations
M. Kowalczyk, Cracow Univ. of Technology (Poland)


Published in SPIE Proceedings Vol. 10808:
Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2018
Ryszard S. Romaniuk; Maciej Linczuk, Editor(s)

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