Influence of Control Parameters during Drilling of Aluminum Reinforced with HNT Hybrid Matrix Composites
The current paper aims to find the optimum control parameters such as weight percentage of HNT, weight percentage of boron nitride, drilling speed, and feed rate in drilling of aluminum hybrid metal matrix composites. The aluminum matrix material are reinforced with different weight percentage of HN...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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Wiley
2023-01-01
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| Series: | Advances in Materials Science and Engineering |
| Online Access: | http://dx.doi.org/10.1155/2023/3692311 |
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| author | Patnala Padma Kumar M. Ruban Ajith Arul Daniel R. Pugazhenthi K. Santhosh |
| author_facet | Patnala Padma Kumar M. Ruban Ajith Arul Daniel R. Pugazhenthi K. Santhosh |
| author_sort | Patnala Padma Kumar |
| collection | DOAJ |
| description | The current paper aims to find the optimum control parameters such as weight percentage of HNT, weight percentage of boron nitride, drilling speed, and feed rate in drilling of aluminum hybrid metal matrix composites. The aluminum matrix material are reinforced with different weight percentage of HNT (3%, 5%, and 7%) and BN (2%, 3%, and 4%). The hybrid matrix are fabricated through the sir casting technique. The prediction of process parameter are optimized using Taguchi assisted grey relation analysis. Also the ANN model is developed to predict the output parameter. Through Taguchi S/N ratio method the effect of each control parameters are optimized. The results show that the weight percentage of HNT and feed rate are the most influencing parameters which affect the drilling of developed aluminum composites. The GRA results show that the optimum parameters are 3% of HNT, 4% of BN, 500 rpm drilling speed, and 20 mm/min in combination, which has minimum surface roughness, lower temperature, highest cutting force, and highest material removal rate. |
| format | Article |
| id | doaj-art-de258aaab3ab499d96f445241f92ba55 |
| institution | OA Journals |
| issn | 1687-8442 |
| language | English |
| publishDate | 2023-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Advances in Materials Science and Engineering |
| spelling | doaj-art-de258aaab3ab499d96f445241f92ba552025-08-20T02:21:20ZengWileyAdvances in Materials Science and Engineering1687-84422023-01-01202310.1155/2023/3692311Influence of Control Parameters during Drilling of Aluminum Reinforced with HNT Hybrid Matrix CompositesPatnala Padma Kumar0M. Ruban1Ajith Arul Daniel2R. Pugazhenthi3K. Santhosh4Department of Mechanical EngineeringDepartment of Automobile EngineeringDepartment of Mechanical EngineeringDepartment of Mechanical EngineeringDepartment of MechatronicsThe current paper aims to find the optimum control parameters such as weight percentage of HNT, weight percentage of boron nitride, drilling speed, and feed rate in drilling of aluminum hybrid metal matrix composites. The aluminum matrix material are reinforced with different weight percentage of HNT (3%, 5%, and 7%) and BN (2%, 3%, and 4%). The hybrid matrix are fabricated through the sir casting technique. The prediction of process parameter are optimized using Taguchi assisted grey relation analysis. Also the ANN model is developed to predict the output parameter. Through Taguchi S/N ratio method the effect of each control parameters are optimized. The results show that the weight percentage of HNT and feed rate are the most influencing parameters which affect the drilling of developed aluminum composites. The GRA results show that the optimum parameters are 3% of HNT, 4% of BN, 500 rpm drilling speed, and 20 mm/min in combination, which has minimum surface roughness, lower temperature, highest cutting force, and highest material removal rate.http://dx.doi.org/10.1155/2023/3692311 |
| spellingShingle | Patnala Padma Kumar M. Ruban Ajith Arul Daniel R. Pugazhenthi K. Santhosh Influence of Control Parameters during Drilling of Aluminum Reinforced with HNT Hybrid Matrix Composites Advances in Materials Science and Engineering |
| title | Influence of Control Parameters during Drilling of Aluminum Reinforced with HNT Hybrid Matrix Composites |
| title_full | Influence of Control Parameters during Drilling of Aluminum Reinforced with HNT Hybrid Matrix Composites |
| title_fullStr | Influence of Control Parameters during Drilling of Aluminum Reinforced with HNT Hybrid Matrix Composites |
| title_full_unstemmed | Influence of Control Parameters during Drilling of Aluminum Reinforced with HNT Hybrid Matrix Composites |
| title_short | Influence of Control Parameters during Drilling of Aluminum Reinforced with HNT Hybrid Matrix Composites |
| title_sort | influence of control parameters during drilling of aluminum reinforced with hnt hybrid matrix composites |
| url | http://dx.doi.org/10.1155/2023/3692311 |
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