Open AccessOPTIMIZATION OF SURFACE ROUGHNESS AND CONE ANGLE IN AWJ MACHINING OF AIRCRAFT MATERIAL USING RSM
Author(s) -
Yogesh V. Deshpande,
P. S. Barve,
T. A. Madankar,
S. S. Pund
Publication year - 2022
Publication title -
matter : international jornal of science and technology
Language(s) - English
Resource type - Journals
ISSN - 2454-5880
DOI - 10.20319/mijst.2022.81.1732
Subject(s) - traverse , machining , materials science , inconel , surface roughness , response surface methodology , abrasive , mechanical engineering , surface finish , abrasion (mechanical) , design of experiments , nozzle , computer science , composite material , metallurgy , alloy , mathematics , engineering , geology , statistics , machine learning , geodesy
Abrasive water jet machining (AWJM) of aircraft material is a difficult process using conventional machines. Machined parts of Inconel 718, a nickel-based alloy (aircraft material) are widely used in the aerospace industries. However, these alloys are expensive and difficult to machine. The objective of this article is to optimize AWJM process parameters. Response Surface Methodology (RSM) is planned with travel speed, abrasive flow rate, and stand-off distance as inputs. The response models of surface finish and cone angle show the correlation coefficient `R2` of 96.94% and 96.67%, respectively. 3D surface plot with analysis of variance (ANOVA) is presented to distinguish significant AWJM parameters. The work revealed that travel speed is a significant factor for surface finish and cone angle. Multi-response optimization results in the best optimal values of traverse speed; abrasive flow rate and standoff distance are 200 mm/min, 460 g/min, and 4 mm respectively. This research outcome showed more than 90 % of accuracy for both the responses. This article is helpful to the AWJM centers to select optimal machining parameters for achieving the desirability in the machining of Inconel 718. The obtained novel results confirmed that such a technique can be implemented to identify optimal parameters in the machining of different materials.