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Multi-Response Optimization of Face Milling Performance Considering Tool Path Strategies in Machining of Al-2024

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TLDR
It was found that the tool path strategy has a significant influence on the end outcomes of face milling and the surface topography respective to different cutter path strategies and the optimal cutting strategy is discussed in detail.
Abstract
It is hypothesized that the orientation of tool maneuvering in the milling process defines the quality of machining. In that respect, here, the influence of different path strategies of the tool in face milling is investigated, and subsequently, the best strategy is identified following systematic optimization. The surface roughness, material removal rate and cutting time are considered as key responses, whereas the cutting speed, feed rate and depth of cut were considered as inputs (quantitative factors) beside the tool path strategy (qualitative factor) for the material Al 2024 with a torus end mill. The experimental plan, i.e., 27 runs were determined by using the Taguchi design approach. In addition, the analysis of variance is conducted to statistically identify the effects of parameters. The optimal values of process parameters have been evaluated based on Taguchi-grey relational analysis, and the reliability of this analysis has been verified with the confirmation test. It was found that the tool path strategy has a significant influence on the end outcomes of face milling. As such, the surface topography respective to different cutter path strategies and the optimal cutting strategy is discussed in detail.

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Journal ArticleDOI

Investigations of surface quality and energy consumption associated with costs and material removal rate during face milling of AISI 1045 steel

TL;DR: In this article, a multilayer regression analysis was conducted on obtained experimental results and inducing non-linear mathematical equations with high coefficient of determination (R2 = 0.98).
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Surface Roughness Evaluation in Thin EN AW-6086-T6 Alloy Plates after Face Milling Process with Different Strategies

TL;DR: In this paper, the surface roughness of a 6-mm-thick plate with three different thicknesses and with two directions relative to the cold rolling process direction (longitudinal and transverse) was analyzed.
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Development of Quality Microholes by Electrical Discharge drilling on Al/SiC Composite using of Grey-Desirability Approach

TL;DR: In this paper , an attempt was made to drill microholes on Al/SiC composite, which was made at different machining indicators to analyze its effect on drilling rate (DR), electrode wear ratio (EWR), hole overcut (HO), and circularity (C).
Journal ArticleDOI

An Approach to Sustainable Metrics Definition and Evaluation for Green Manufacturing in Material Removal Processes.

TL;DR: A metrics deployment approach for the different stages of the product life cycle, including a conceptual framework of high-level indicators and the definition of machining process indicators from different perspectives is proposed, which enables methodological measurement and analysis and integrates the results into aggregated indicators that can be considered for continuous improvement strategies.
References
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Journal ArticleDOI

Multi-Factor Experimental Designs for Exploring Response Surfaces

TL;DR: In this paper, the concept of the variance function for an experimental design is introduced, and the problem of selecting practically useful designs is discussed, and in this connection, the notion of variance function is introduced.
Journal ArticleDOI

Determining the effect of cutting parameters on surface roughness in hard turning using the Taguchi method

TL;DR: In this paper, the authors used the L9 orthogonal array in a CNC turning machine to optimize turning parameters based on the Taguchi method to minimize surface roughness (Ra and Rz).
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Surface roughness optimization in an end-milling operation using the Taguchi design method

TL;DR: In this paper, the authors presented a study of the Taguchi design application to optimize surface quality in a CNC face milling operation, which included feed rate, spindle speed and depth of cut as control factors, and the noise factors were the operating chamber temperature and the usage of different tool inserts in the same specification.
Journal ArticleDOI

Multi-objective optimization using Taguchi based grey relational analysis for micro-milling of Al 7075 material with ball nose end mill

TL;DR: In this article, the effects of spindle speed, feed per tooth and depth of cut on tool wear, force and surface roughness were investigated using first-order models with interaction.
Journal ArticleDOI

Grey relational analysis coupled with principal component analysis for optimization design of the cutting parameters in high-speed end milling

TL;DR: In this paper, a grey relational analysis that uses grey relational grade as performance index is specially adopted to determine the optimal combination of cutting parameters for rough cutting processes in high-speed end milling on SKD61 tool steel.
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