Techno Press
You logged in as Techno Press

Advances in Materials Research
  Volume 5, Number 2, June 2016 , pages 67-80
DOI: https://doi.org/10.12989/amr.2016.5.2.067
 

Multi-response optimization for milling AISI 304 Stainless steel using GRA and DFA
Naresh N. and Rajasekhar, K.

 
Abstract
    The objective of the present work is to optimize process parameters namely, cutting speed, feed rate, and depth of cut in milling of AISI 304 stainless steel. In this work, experiments were carried out as per the Taguchi experimental design and an L27 orthogonal array was used to study the influence of various combinations of process parameters on surface roughness (Ra) and material removal rate (MRR). As a dynamic approach, the multiple response optimization was carried out using grey relational analysis (GRA) and desirability function analysis (DFA) for simultaneous evaluation. These two methods are considered in optimization, as both are multiple criteria evaluation and not much complicated. The optimum process parameters found to be cutting speed at 63 m/min, feed rate at 600 mm/min, and depth of cut at 0.8 mm. Analysis of variance (ANOVA) was employed to classify the significant parameters affecting the responses. The results indicate that depth of cut is the most significant parameter affecting multiple response characteristics of GFRP composites followed by feed rate and cutting speed. The experimental results for the optimal setting show that there is considerable improvement in the process.
 
Key Words
    AISI 304 stainless steel; end milling; surface roughness; MRR; GRA; DFA
 
Address
Naresh N.: Department of Mechanical Engineering, Sree Vidyanikethan Engineering College, Tirupati-517102, India

Rajasekhar, K.: Department of Mechanical Engineering, N.B.K.R. Institute of Science and Technology, Vidyanagar-524413, Nellore, India
 

Techno-Press: Publishers of international journals and conference proceedings.       Copyright © 2022 Techno Press
P.O. Box 33, Yuseong, Daejeon 305-600 Korea, Tel: +82-42-828-7996, Fax : +82-42-828-7997, Email: info@techno-press.com