Optimization of Turning Parameters to Minimize Production Cost using Genetic Algorithm

In material removal process, turning is one of the oldest processes that were introduced to remove unwanted material by rotating the workpiece. The turning process were significantly change by introduction of computer numerical control (CNC). However, the process improvement is not stopping the...

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Main Authors:	M. F. F., Ab Rashid, Shah, Izwandi
Format:	Conference or Workshop Item
Language:	English
Published:	2009
Subjects:	TS Manufactures
Online Access:	http://umpir.ump.edu.my/id/eprint/5277/ http://umpir.ump.edu.my/id/eprint/5277/1/CUTSE_MOC_02_Optimization_of_Turning_Parameters_to_Minimize_Production_Cost.PDF

id	ump-5277
recordtype	eprints
spelling	ump-52772015-03-03T09:24:02Z http://umpir.ump.edu.my/id/eprint/5277/ Optimization of Turning Parameters to Minimize Production Cost using Genetic Algorithm M. F. F., Ab Rashid Shah, Izwandi TS Manufactures In material removal process, turning is one of the oldest processes that were introduced to remove unwanted material by rotating the workpiece. The turning process were significantly change by introduction of computer numerical control (CNC). However, the process improvement is not stopping there, but the focused has change to reduce the machining cost. The parameter setting will affects a few independent variables such as surface roughness, cutting force, machining time, machining cost and so on. Improper parameter selection will caused vibration in cutting, unsecure workpiece, unappealing finishing and cost consuming. Therefore, the optimum parameter setting is required because it related to certain quality characteristics such as the unit production cost. This paper presents the study to minimize production cost for CNC turning process by using genetic algorithm (GA) method with some modification. The result shows that, the GA with modification was capable to reduce 2.9% of production cost compare to existing GA and two other methods. Therefore the optimum parameter setting which produce minimum production cost and in acceptable quality range was established. 2009 Conference or Workshop Item PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/5277/1/CUTSE_MOC_02_Optimization_of_Turning_Parameters_to_Minimize_Production_Cost.PDF M. F. F., Ab Rashid and Shah, Izwandi (2009) Optimization of Turning Parameters to Minimize Production Cost using Genetic Algorithm. In: 2nd CUTSE International Conference, 24-25 November 2009 , Curtin University of Technology, Sarawak Campus, Miri, Sarawak. pp. 1-4.. (Unpublished)
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English
topic	TS Manufactures
spellingShingle	TS Manufactures M. F. F., Ab Rashid Shah, Izwandi Optimization of Turning Parameters to Minimize Production Cost using Genetic Algorithm
description	In material removal process, turning is one of the oldest processes that were introduced to remove unwanted material by rotating the workpiece. The turning process were significantly change by introduction of computer numerical control (CNC). However, the process improvement is not stopping there, but the focused has change to reduce the machining cost. The parameter setting will affects a few independent variables such as surface roughness, cutting force, machining time, machining cost and so on. Improper parameter selection will caused vibration in cutting, unsecure workpiece, unappealing finishing and cost consuming. Therefore, the optimum parameter setting is required because it related to certain quality characteristics such as the unit production cost. This paper presents the study to minimize production cost for CNC turning process by using genetic algorithm (GA) method with some modification. The result shows that, the GA with modification was capable to reduce 2.9% of production cost compare to existing GA and two other methods. Therefore the optimum parameter setting which produce minimum production cost and in acceptable quality range was established.
format	Conference or Workshop Item
author	M. F. F., Ab Rashid Shah, Izwandi
author_facet	M. F. F., Ab Rashid Shah, Izwandi
author_sort	M. F. F., Ab Rashid
title	Optimization of Turning Parameters to Minimize Production Cost using Genetic Algorithm
title_short	Optimization of Turning Parameters to Minimize Production Cost using Genetic Algorithm
title_full	Optimization of Turning Parameters to Minimize Production Cost using Genetic Algorithm
title_fullStr	Optimization of Turning Parameters to Minimize Production Cost using Genetic Algorithm
title_full_unstemmed	Optimization of Turning Parameters to Minimize Production Cost using Genetic Algorithm
title_sort	optimization of turning parameters to minimize production cost using genetic algorithm
publishDate	2009
url	http://umpir.ump.edu.my/id/eprint/5277/ http://umpir.ump.edu.my/id/eprint/5277/1/CUTSE_MOC_02_Optimization_of_Turning_Parameters_to_Minimize_Production_Cost.PDF
first_indexed	2023-09-18T22:00:32Z
last_indexed	2023-09-18T22:00:32Z
_version_	1777414367880413184

Optimization of Turning Parameters to Minimize Production Cost using Genetic Algorithm

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