Performance Optimization of Multi-Roller Flat Burnishing Process in Terms of Surface Properties
In the current investigation, two primary indicators, including the average roughness (AR) and Brinell hardness (BH) of the roller burnishing operation are enhanced using the optimal inputs (the spindle speed-S, feed rate-f, and depth of penetration-D). The performance measures are developed using t...
Saved in:
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Publishing House of Wrocław Board of Scientific Technical Societies Federation NOT
2023-03-01
|
| Series: | Journal of Machine Engineering |
| Subjects: | |
| Online Access: | http://jmacheng.not.pl/Performance-Optimization-of-Multi-Roller-Flat-Burnishing-Process-in-Terms-of-Surface,161661,0,2.html |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1849771819934941184 |
|---|---|
| author | Minh-Thai Le An-Le Van Trung Thanh Nguyen |
| author_facet | Minh-Thai Le An-Le Van Trung Thanh Nguyen |
| author_sort | Minh-Thai Le |
| collection | DOAJ |
| description | In the current investigation, two primary indicators, including the average roughness (AR) and Brinell hardness (BH) of the roller burnishing operation are enhanced using the optimal inputs (the spindle speed-S, feed rate-f, and depth of penetration-D). The performance measures are developed using the Kriging approach and optimal outcomes are generated by the Crow Search Algorithm (CSA). The optimal outcomes generated by the CSA of the S, f, and D were 832 rpm, 112 mm/min, and 0.12 mm, while the AR was reduced by 37.0% and the BH was increased by 29.9%, respectively. The optimal findings could be utilized in the practice for enhancing the burnished quality and to develop a professional system related to the roller burnishing operation. The Kriging-based AR and BH correlations could be used to present nonlinear experimental data. The optimizing technique could be utilized to deal with optimizing problems for different machining operations. |
| format | Article |
| id | doaj-art-818cc0018c094be7b11d38a8cd667a98 |
| institution | DOAJ |
| issn | 1895-7595 2391-8071 |
| language | English |
| publishDate | 2023-03-01 |
| publisher | Publishing House of Wrocław Board of Scientific Technical Societies Federation NOT |
| record_format | Article |
| series | Journal of Machine Engineering |
| spelling | doaj-art-818cc0018c094be7b11d38a8cd667a982025-08-20T03:02:29ZengPublishing House of Wrocław Board of Scientific Technical Societies Federation NOTJournal of Machine Engineering1895-75952391-80712023-03-0123215917310.36897/jme/161661161661Performance Optimization of Multi-Roller Flat Burnishing Process in Terms of Surface PropertiesMinh-Thai Le0https://orcid.org/0000-0001-7615-029XAn-Le Van1https://orcid.org/0000-0002-3592-8541Trung Thanh Nguyen2https://orcid.org/0000-0002-0838-872XFaculty of Special Equipments, Le Quy Don Technical University, Viet NamFaculty of Engineering and Technology, Nguyen Tat Thanh University, Viet NamFaculty of Mechanical Engineering, Le Quy Don Technical University, Viet NamIn the current investigation, two primary indicators, including the average roughness (AR) and Brinell hardness (BH) of the roller burnishing operation are enhanced using the optimal inputs (the spindle speed-S, feed rate-f, and depth of penetration-D). The performance measures are developed using the Kriging approach and optimal outcomes are generated by the Crow Search Algorithm (CSA). The optimal outcomes generated by the CSA of the S, f, and D were 832 rpm, 112 mm/min, and 0.12 mm, while the AR was reduced by 37.0% and the BH was increased by 29.9%, respectively. The optimal findings could be utilized in the practice for enhancing the burnished quality and to develop a professional system related to the roller burnishing operation. The Kriging-based AR and BH correlations could be used to present nonlinear experimental data. The optimizing technique could be utilized to deal with optimizing problems for different machining operations.http://jmacheng.not.pl/Performance-Optimization-of-Multi-Roller-Flat-Burnishing-Process-in-Terms-of-Surface,161661,0,2.htmlroller burnishingaverage roughnessbrinell hardnessprocess parameters |
| spellingShingle | Minh-Thai Le An-Le Van Trung Thanh Nguyen Performance Optimization of Multi-Roller Flat Burnishing Process in Terms of Surface Properties Journal of Machine Engineering roller burnishing average roughness brinell hardness process parameters |
| title | Performance Optimization of Multi-Roller Flat Burnishing Process in Terms of Surface Properties |
| title_full | Performance Optimization of Multi-Roller Flat Burnishing Process in Terms of Surface Properties |
| title_fullStr | Performance Optimization of Multi-Roller Flat Burnishing Process in Terms of Surface Properties |
| title_full_unstemmed | Performance Optimization of Multi-Roller Flat Burnishing Process in Terms of Surface Properties |
| title_short | Performance Optimization of Multi-Roller Flat Burnishing Process in Terms of Surface Properties |
| title_sort | performance optimization of multi roller flat burnishing process in terms of surface properties |
| topic | roller burnishing average roughness brinell hardness process parameters |
| url | http://jmacheng.not.pl/Performance-Optimization-of-Multi-Roller-Flat-Burnishing-Process-in-Terms-of-Surface,161661,0,2.html |
| work_keys_str_mv | AT minhthaile performanceoptimizationofmultirollerflatburnishingprocessintermsofsurfaceproperties AT anlevan performanceoptimizationofmultirollerflatburnishingprocessintermsofsurfaceproperties AT trungthanhnguyen performanceoptimizationofmultirollerflatburnishingprocessintermsofsurfaceproperties |