Optimization of hydroxyapatite powder mixed electric discharge machining process to improve modified surface features of 316L stainless steel
Traditional methods for producing 316L steel with a desired roughness and a uniform thin coating for sufficient bioactivity and long-term durability are highly difficult and require post-processing. Electric discharge machining (EDM) is a nontraditional process that can accomplish both machining and...
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oai:scholars.utp.edu.my:339392022-12-20T03:51:11Z http://scholars.utp.edu.my/id/eprint/33939/ Optimization of hydroxyapatite powder mixed electric discharge machining process to improve modified surface features of 316L stainless steel Danish, M. Al-Amin, M. Abdul-Rani, A.M. Rubaiee, S. Ahmed, A. Zohura, F.T. Ahmed, R. Yildirim, M.B. Traditional methods for producing 316L steel with a desired roughness and a uniform thin coating for sufficient bioactivity and long-term durability are highly difficult and require post-processing. Electric discharge machining (EDM) is a nontraditional process that can accomplish both machining and coating the surface concurrently. This study provides a thorough examination of the impacts of EDM process parameters on the machining responses, which are significantly necessary for processing 316L steel to reach its full potential. The nano-hydroxyapatite particles added EDM method is used to improve the machining and the surface responses. EDM process parametric optimization is conducted using Taguchi's design to achieve the lowest surface roughness of 2.04â� µm and a recast layer thickness of 6.11â� µm. As a machinability metric, the greatest material erosion rate (MER) of 20.64â� mg/min is achieved. Current intensity, discharge period and hydroxyapatite amount are identified to be important predictors for MER, surface roughness and recast layer thickness. Scanning electron microscope with the energy dispersive X-ray spectrums and atomic force microscopic images validate the machined surface morphology, elemental compositions and surface topography. Errors of the confirmatory tests are less than 10, showing that the projected solution sets by the grey wolf optimizer are highly accurate. The study shows a thin recast layer with both nano and micro-surface roughness formation, which have a great importance in biomedical applications. © IMechE 2022. 2022 Article NonPeerReviewed Danish, M. and Al-Amin, M. and Abdul-Rani, A.M. and Rubaiee, S. and Ahmed, A. and Zohura, F.T. and Ahmed, R. and Yildirim, M.B. (2022) Optimization of hydroxyapatite powder mixed electric discharge machining process to improve modified surface features of 316L stainless steel. Proceedings of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85134237732&doi=10.1177%2f09544089221111584&partnerID=40&md5=85eb832f7e5a9bc760f85fc5286fc368 10.1177/09544089221111584 10.1177/09544089221111584 10.1177/09544089221111584 |
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Traditional methods for producing 316L steel with a desired roughness and a uniform thin coating for sufficient bioactivity and long-term durability are highly difficult and require post-processing. Electric discharge machining (EDM) is a nontraditional process that can accomplish both machining and coating the surface concurrently. This study provides a thorough examination of the impacts of EDM process parameters on the machining responses, which are significantly necessary for processing 316L steel to reach its full potential. The nano-hydroxyapatite particles added EDM method is used to improve the machining and the surface responses. EDM process parametric optimization is conducted using Taguchi's design to achieve the lowest surface roughness of 2.04â� µm and a recast layer thickness of 6.11â� µm. As a machinability metric, the greatest material erosion rate (MER) of 20.64â� mg/min is achieved. Current intensity, discharge period and hydroxyapatite amount are identified to be important predictors for MER, surface roughness and recast layer thickness. Scanning electron microscope with the energy dispersive X-ray spectrums and atomic force microscopic images validate the machined surface morphology, elemental compositions and surface topography. Errors of the confirmatory tests are less than 10, showing that the projected solution sets by the grey wolf optimizer are highly accurate. The study shows a thin recast layer with both nano and micro-surface roughness formation, which have a great importance in biomedical applications. © IMechE 2022. |
format |
Article |
author |
Danish, M. Al-Amin, M. Abdul-Rani, A.M. Rubaiee, S. Ahmed, A. Zohura, F.T. Ahmed, R. Yildirim, M.B. |
spellingShingle |
Danish, M. Al-Amin, M. Abdul-Rani, A.M. Rubaiee, S. Ahmed, A. Zohura, F.T. Ahmed, R. Yildirim, M.B. Optimization of hydroxyapatite powder mixed electric discharge machining process to improve modified surface features of 316L stainless steel |
author_facet |
Danish, M. Al-Amin, M. Abdul-Rani, A.M. Rubaiee, S. Ahmed, A. Zohura, F.T. Ahmed, R. Yildirim, M.B. |
author_sort |
Danish, M. |
title |
Optimization of hydroxyapatite powder mixed electric discharge machining process to improve modified surface features of 316L stainless steel |
title_short |
Optimization of hydroxyapatite powder mixed electric discharge machining process to improve modified surface features of 316L stainless steel |
title_full |
Optimization of hydroxyapatite powder mixed electric discharge machining process to improve modified surface features of 316L stainless steel |
title_fullStr |
Optimization of hydroxyapatite powder mixed electric discharge machining process to improve modified surface features of 316L stainless steel |
title_full_unstemmed |
Optimization of hydroxyapatite powder mixed electric discharge machining process to improve modified surface features of 316L stainless steel |
title_sort |
optimization of hydroxyapatite powder mixed electric discharge machining process to improve modified surface features of 316l stainless steel |
publishDate |
2022 |
url |
http://scholars.utp.edu.my/id/eprint/33939/ https://www.scopus.com/inward/record.uri?eid=2-s2.0-85134237732&doi=10.1177%2f09544089221111584&partnerID=40&md5=85eb832f7e5a9bc760f85fc5286fc368 |
_version_ |
1753790757326553088 |
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13.214268 |