Optimisation of cutting parameters for minimizing carbon emission and maximising cutting quality in turning process

Yusuf Tansel Ic, Ebru Saraloğlu Güler, Ceren Cabbaroğlu, Ezgi Dilan Yüksel, Huri Maide Sağlam

Research output: Contribution to journalArticle

4 Citations (Scopus)

Abstract

Modern manufacturing systems are faced with the challenge of reducing the carbon emission related to manufacturing technologies. Machining centres consume large amounts of energy and as a consequence; carbon emissions are generated owing to this consumption. This paper presents a design of experiment work related to the optimisation of machining factors in the turning process of aluminium alloys. Carbon emission and surface quality were concurrently optimised. A set of experimental scenarios was set using a Box–Behnken design and the response surface methodology was applied to get the regression model for the carbon emission and surface roughness during turning process. The relationship between factors and the responses (carbon emission and surface quality) was investigated using surface plots. Furthermore, the desirability function method using the Response Optimizer tool in MINITAB and goal programming methodology was used to obtain the values of the parameters that achieved minimum surface roughness and a minimum quantity of carbon emission.

Original languageEnglish
Pages (from-to)4035-4055
Number of pages21
JournalInternational Journal of Production Research
Volume56
Issue number11
DOIs
Publication statusPublished - Jun 3 2018

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All Science Journal Classification (ASJC) codes

  • Strategy and Management
  • Management Science and Operations Research
  • Industrial and Manufacturing Engineering

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