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Optimizing processing parameters in electrical discharge milling of CFRP using metaheuristics.

Authors :
Dutta, Hrishikesh
Saha, Subhankar
Debnath, Kishore
Sarma, Deba Kumar
Roy Choudhury, Mridusmita
Bhowmik, Abhijit
Source :
Materials & Manufacturing Processes; 2024, Vol. 39 Issue 8, p1131-1143, 13p
Publication Year :
2024

Abstract

The micro-channel fabrication in carbon fiber-reinforced polymer (CFRP) composite through electrical discharge machining (EDM) process followed by the comprehensive study of dimensional deviation in the conceived micro-channels are presented in this work. The factors namely, voltage (V), tool rotational speed (TRS), and feed rate (FR) were considered for assessing their impact on channel width deviation (CWD). In addition to the variance analysis,, two potential metaheuristic optimizers, the Butterfly optimization algorithm (BOA) and the Spotted Hyena optimization algorithm (SHO) were used to identify the optimal operating parameters of the aforementioned process. The BOA revealed that the optimal process variables were FR = 5.99 µm/s, V = 150 volt, and TRS = 577.08 rpm for a CWD = 74.96 µm. In contrary, SHO revealed that FR = 5.99 µm/s, V = 150 volt, TRS = 542.96 rpm, and CWD = 74.53 µm were the corresponding optimal values. Overcuts were observed in the fabricated micro-channels and a detailed illustration of the mechanism of overcut formation was provided. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10426914
Volume :
39
Issue :
8
Database :
Complementary Index
Journal :
Materials & Manufacturing Processes
Publication Type :
Academic Journal
Accession number :
176656879
Full Text :
https://doi.org/10.1080/10426914.2024.2304866