Artificial bee colony in optimizing process parameters of surface roughness in end milling and abrasive waterjet machining
The machining operation can be generally classified into two types which are traditional machine and non-traditional (modern) machine. There are two types of machining employed in the research, end miling (traditional machining) and abrasive waterjet machining (non-traditional machining). Optimizing...
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| Format: | Final Year Project Report / IMRAD |
| Language: | English English |
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Faculty of Computer Science and Information Systems.
2012
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| Online Access: | http://ir.unimas.my/id/eprint/5602/ http://ir.unimas.my/id/eprint/5602/1/ARTIFICIAL%20BEE%20COLONY%20IN%20OPTIMIZING%20PROCESS%20PARAMETERS%20OF%20SURFACE%20ROUGHNESS%20%2824pgs%29.pdf http://ir.unimas.my/id/eprint/5602/7/ARTIFICIAL%20BEE%20COLONY%20IN%20OPTIMIZING%20PROCESS%20PARAMETERS%20OF%20SURFACE%20ROUGHNESS-Msc%28OCR%29dlm%20IR.pdf |
| _version_ | 1848835707345305600 |
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| author | Norfadzlan, Bin Yusup |
| author_facet | Norfadzlan, Bin Yusup |
| author_sort | Norfadzlan, Bin Yusup |
| building | UNIMAS Institutional Repository |
| collection | Online Access |
| description | The machining operation can be generally classified into two types which are traditional machine and non-traditional (modern) machine. There are two types of machining employed in the research, end miling (traditional machining) and abrasive waterjet machining (non-traditional machining). Optimizing the process parameters is essential in order to provide a better quality and economics machining. This research develops an optimization algorithm using artificial bee colony (ABC) algorithm to optimize the process parameters that will lead to minimum surface roughness (Ra) value for both end miling and abrasive waterjet machining. In end miling, three process parameters that need to be optimized are the cutting speed, feed rate and radial rake angle. |
| first_indexed | 2025-11-15T06:12:09Z |
| format | Final Year Project Report / IMRAD |
| id | unimas-5602 |
| institution | Universiti Malaysia Sarawak |
| institution_category | Local University |
| language | English English |
| last_indexed | 2025-11-15T06:12:09Z |
| publishDate | 2012 |
| publisher | Faculty of Computer Science and Information Systems. |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | unimas-56022023-11-14T08:17:51Z http://ir.unimas.my/id/eprint/5602/ Artificial bee colony in optimizing process parameters of surface roughness in end milling and abrasive waterjet machining Norfadzlan, Bin Yusup T Technology (General) TJ Mechanical engineering and machinery The machining operation can be generally classified into two types which are traditional machine and non-traditional (modern) machine. There are two types of machining employed in the research, end miling (traditional machining) and abrasive waterjet machining (non-traditional machining). Optimizing the process parameters is essential in order to provide a better quality and economics machining. This research develops an optimization algorithm using artificial bee colony (ABC) algorithm to optimize the process parameters that will lead to minimum surface roughness (Ra) value for both end miling and abrasive waterjet machining. In end miling, three process parameters that need to be optimized are the cutting speed, feed rate and radial rake angle. Faculty of Computer Science and Information Systems. 2012 Final Year Project Report / IMRAD NonPeerReviewed text en http://ir.unimas.my/id/eprint/5602/1/ARTIFICIAL%20BEE%20COLONY%20IN%20OPTIMIZING%20PROCESS%20PARAMETERS%20OF%20SURFACE%20ROUGHNESS%20%2824pgs%29.pdf text en http://ir.unimas.my/id/eprint/5602/7/ARTIFICIAL%20BEE%20COLONY%20IN%20OPTIMIZING%20PROCESS%20PARAMETERS%20OF%20SURFACE%20ROUGHNESS-Msc%28OCR%29dlm%20IR.pdf Norfadzlan, Bin Yusup (2012) Artificial bee colony in optimizing process parameters of surface roughness in end milling and abrasive waterjet machining. [Final Year Project Report / IMRAD] (Unpublished) |
| spellingShingle | T Technology (General) TJ Mechanical engineering and machinery Norfadzlan, Bin Yusup Artificial bee colony in optimizing process parameters of surface roughness in end milling and abrasive waterjet machining |
| title | Artificial bee colony in optimizing process parameters of surface roughness in end milling and abrasive waterjet machining |
| title_full | Artificial bee colony in optimizing process parameters of surface roughness in end milling and abrasive waterjet machining |
| title_fullStr | Artificial bee colony in optimizing process parameters of surface roughness in end milling and abrasive waterjet machining |
| title_full_unstemmed | Artificial bee colony in optimizing process parameters of surface roughness in end milling and abrasive waterjet machining |
| title_short | Artificial bee colony in optimizing process parameters of surface roughness in end milling and abrasive waterjet machining |
| title_sort | artificial bee colony in optimizing process parameters of surface roughness in end milling and abrasive waterjet machining |
| topic | T Technology (General) TJ Mechanical engineering and machinery |
| url | http://ir.unimas.my/id/eprint/5602/ http://ir.unimas.my/id/eprint/5602/1/ARTIFICIAL%20BEE%20COLONY%20IN%20OPTIMIZING%20PROCESS%20PARAMETERS%20OF%20SURFACE%20ROUGHNESS%20%2824pgs%29.pdf http://ir.unimas.my/id/eprint/5602/7/ARTIFICIAL%20BEE%20COLONY%20IN%20OPTIMIZING%20PROCESS%20PARAMETERS%20OF%20SURFACE%20ROUGHNESS-Msc%28OCR%29dlm%20IR.pdf |