Multi objective optimisation for high speed end milling using simulated annealing algorithm

Al Hazza, Muataz Hazza Faizi and Adesta, Erry Yulian Triblas and Shaffiar, Norhashimah and Seder, Amin M. F. and Riza, Muhammad (2015) Multi objective optimisation for high speed end milling using simulated annealing algorithm. Advanced Materials Research, 1115. pp. 113-116. ISSN 1022-6680

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Abstract

Machining at high cutting speeds produces higher temperatures in the cutting zone. These temperatures affect the surface quality and flank wear progress. Therefore, determining the optimum cutting levels to achieve the minimum surface roughness and flank wear is an important for it is economical and mechanical issues. This paper presents the optimization of machining parameters in end milling processes by using the simulated annealing algorithm (SAA) as one of the unconventional methods in optimization. The minimum arithmetic mean roughness (Ra) and minimum flank wear length were the objectives. The mathematical models have been developed, in terms of cutting speed, feed rate, and axial depth of cut by using Response surface Methodology (RSM). This paper presents the optimum cutting parameters: cutting speed, feed rate and depth of cut to achieve the minimum values of surface roughness and minimum flank wear length. The results show that the cutting speed in the range of 200 m/min, feed rate of 0.05 mm/tooth and depth of cut of 0.1mm gave the minimum arithmetic mean roughness (Ra) for 164 and minimum flank wear for 0.0379 in the boundary design of the experiment after 8000 iteration.

Item Type:	Article (Journal)
Additional Information:	6852/42928
Uncontrolled Keywords:	End Milling, Surface roughness, Simulated Annealing Algorithm
Subjects:	T Technology > T Technology (General)
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button):	Kulliyyah of Engineering > Department of Manufacturing and Materials Engineering
Depositing User:	Dr Muataz Hazza Alhazza
Date Deposited:	19 May 2015 11:46
Last Modified:	19 May 2015 11:46
URI:	http://irep.iium.edu.my/id/eprint/42928

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