Genetic Optimization of Machining Parameters Affecting Thrust Force during Drilling of Pineapple Fiber Composite Plates – an Experimental Approach
| Autor: | J. Lilly Mercy, P. Sivashankari, M. Sangeetha, K.R. Kavitha, S. Prakash |
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| Jazyk: | angličtina |
| Rok vydání: | 2022 |
| Předmět: | |
| Zdroj: | Journal of Natural Fibers, Vol 19, Iss 5, Pp 1729-1740 (2022) |
| Druh dokumentu: | article |
| ISSN: | 1544-0478 1544-046X 15440478 |
| DOI: | 10.1080/15440478.2020.1788484 |
| Popis: | Natural fibers replace synthetic reinforcing fibers in polymer composites due to its biodegradability, strength, and satisfactory adhesion to the polymer matrix. Pineapple unidirectional fiber mats were reinforced in epoxy resin to fabricate pineapple fiber reinforced epoxy composite. Drilling experiments were conducted under different conditions of machining by Taguchi L27 orthogonal array. The thrust force exerted on the composite during drilling was studied and correlated with the machining parameters. Statistical modeling was done to establish the mathematical relationship between the input parameters and output responses. Genetic algorithm was used for optimizing thrust force. It was found that the highest speed, lowest feed, and lowest drill diameter were found to give the minimal thrust force. |
| Databáze: | Directory of Open Access Journals |
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