Optimization of material removal rate in the CNC milling of polypropylene + 60 wt% quarry dust composites using the Taguchi technique

Harrison Shagwira, T. O. Mbuya, E. T. Akinlabi, F. M. Mwema, B. Tanya

Research output: Contribution to journalConference articlepeer-review

9 Citations (Scopus)

Abstract

This research paper focuses on the optimization of the input parameters used in the computer numerical controlled (CNC) milling of polypropylene + 60 wt% quarry dust composite. The efficiency and profitability of the cutting operation was assessed using the material removal rate (MRR). Finding the optimal and suitable parameters to use in the cutting of polypropylene + 60 wt% quarry dust composite is crucial when it comes to increasing productivity without increasing the cost of production and machining time. Therefore, the Taguchi technique was utilized to optimize the cutting speed, the feed rate and the depth of cut used while focusing on their effects on the material removal rate. The analysis of the input parameters was carried out using the L9Taguchi orthogonal array, the signal-to-noise (S/N) ratio and the analysis of variance (ANOVA). The finding showed that the optimal milling parameters for efficient productivity were; the cutting speed of 600 rpm, a feed rate of 200 mm/min and depth of cut of 0.8 mm. Additionally, the feed rate is the most contributing factor in affecting the material removal rate, followed by the depth of cut and lastly the cutting speed at 53%, 17 and 10% respectively.

Original languageEnglish
Pages (from-to)1130-1132
Number of pages3
JournalMaterials Today: Proceedings
Volume44
DOIs
Publication statusPublished - 2021
Externally publishedYes
Event11th International Conference on Materials Processing and Characterization - Indore, India
Duration: 15 Dec 202017 Dec 2020

Keywords

  • Analysis of variance (ANOVA)
  • CNC milling
  • Composite
  • Material removal rate
  • Quarry dust
  • Taguchi optimization technique

ASJC Scopus subject areas

  • General Materials Science

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