Experimental of multi-holes drilling toolpath using particle swarm optimization and CAD-CAM software on PCB
A multi-holes drilling process is widely used in electronics industry to produce printed circuit board (PCB). Nowadays, millions of PCB need to be produced in a single day to support the technological growth in all aspects of life. In this industry, the most time-consuming process is to drill the ho...
| Main Authors: | , , , , , |
|---|---|
| Format: | Conference or Workshop Item |
| Language: | English English |
| Published: |
Springer
2022
|
| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/37574/ http://umpir.ump.edu.my/id/eprint/37574/1/2022%20i3mf%20Multi%20holes%20Drilling.pdf http://umpir.ump.edu.my/id/eprint/37574/7/Experimental%20of%20multi-holes%20drilling%20toolpath%20using%20particle%20swarm%20optimization%20.pdf |
| _version_ | 1848825287250280448 |
|---|---|
| author | N. W., Z. Abidin N., Salim M. F. F., Ab Rashid N. M. Zuki, N. M. Ahmad Nasser, Mohd Rose Ahmad Redza, Ahmad Mokhtar |
| author_facet | N. W., Z. Abidin N., Salim M. F. F., Ab Rashid N. M. Zuki, N. M. Ahmad Nasser, Mohd Rose Ahmad Redza, Ahmad Mokhtar |
| author_sort | N. W., Z. Abidin |
| building | UMP Institutional Repository |
| collection | Online Access |
| description | A multi-holes drilling process is widely used in electronics industry to produce printed circuit board (PCB). Nowadays, millions of PCB need to be produced in a single day to support the technological growth in all aspects of life. In this industry, the most time-consuming process is to drill the holes on the board. According to a survey, the tool movement in multi-holes drilling process spent up to 70% of the machining time. Various approaches have been proposed to optimize the toolpath in multi-holes drilling process. Previously, a computational experiment has been conducted to identify the best meta-heuristic algorithm to optimize this problem. The finding shows that Particle Swarm Optimization (PSO) has outperformed other comparison algorithm to generate the best toolpath. This paper aim to validate the PSO performance through an experiment. For this purpose, the experiment consist of nine drilling problems has been conducted to compare the toolpath that generated by PSO and commercial CAD-CAM software. The results indicated that the PSO generated toolpath is consistently faster than CAD-CAM generated toolpath, with 5% average difference. This finding confirmed that PSO has a great potential to be used in this process. |
| first_indexed | 2025-11-15T03:26:31Z |
| format | Conference or Workshop Item |
| id | ump-37574 |
| institution | Universiti Malaysia Pahang |
| institution_category | Local University |
| language | English English |
| last_indexed | 2025-11-15T03:26:31Z |
| publishDate | 2022 |
| publisher | Springer |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | ump-375742023-05-12T01:57:21Z http://umpir.ump.edu.my/id/eprint/37574/ Experimental of multi-holes drilling toolpath using particle swarm optimization and CAD-CAM software on PCB N. W., Z. Abidin N., Salim M. F. F., Ab Rashid N. M. Zuki, N. M. Ahmad Nasser, Mohd Rose Ahmad Redza, Ahmad Mokhtar TJ Mechanical engineering and machinery TS Manufactures A multi-holes drilling process is widely used in electronics industry to produce printed circuit board (PCB). Nowadays, millions of PCB need to be produced in a single day to support the technological growth in all aspects of life. In this industry, the most time-consuming process is to drill the holes on the board. According to a survey, the tool movement in multi-holes drilling process spent up to 70% of the machining time. Various approaches have been proposed to optimize the toolpath in multi-holes drilling process. Previously, a computational experiment has been conducted to identify the best meta-heuristic algorithm to optimize this problem. The finding shows that Particle Swarm Optimization (PSO) has outperformed other comparison algorithm to generate the best toolpath. This paper aim to validate the PSO performance through an experiment. For this purpose, the experiment consist of nine drilling problems has been conducted to compare the toolpath that generated by PSO and commercial CAD-CAM software. The results indicated that the PSO generated toolpath is consistently faster than CAD-CAM generated toolpath, with 5% average difference. This finding confirmed that PSO has a great potential to be used in this process. Springer 2022 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/37574/1/2022%20i3mf%20Multi%20holes%20Drilling.pdf pdf en http://umpir.ump.edu.my/id/eprint/37574/7/Experimental%20of%20multi-holes%20drilling%20toolpath%20using%20particle%20swarm%20optimization%20.pdf N. W., Z. Abidin and N., Salim and M. F. F., Ab Rashid and N. M. Zuki, N. M. and Ahmad Nasser, Mohd Rose and Ahmad Redza, Ahmad Mokhtar (2022) Experimental of multi-holes drilling toolpath using particle swarm optimization and CAD-CAM software on PCB. In: Lecture Notes in Electrical Engineering; Innovative Manufacturing, Mechatronics and Materials Forum, iM3F 2020 , 6 August 2020 , Gambang, Kuantan. pp. 197-204., 730 (262829). ISSN 1876-1100 ISBN 978-981334596-6 (Published) https://doi.org/10.1007/978-981-33-4597-3_19 |
| spellingShingle | TJ Mechanical engineering and machinery TS Manufactures N. W., Z. Abidin N., Salim M. F. F., Ab Rashid N. M. Zuki, N. M. Ahmad Nasser, Mohd Rose Ahmad Redza, Ahmad Mokhtar Experimental of multi-holes drilling toolpath using particle swarm optimization and CAD-CAM software on PCB |
| title | Experimental of multi-holes drilling toolpath using particle swarm optimization and CAD-CAM software on PCB |
| title_full | Experimental of multi-holes drilling toolpath using particle swarm optimization and CAD-CAM software on PCB |
| title_fullStr | Experimental of multi-holes drilling toolpath using particle swarm optimization and CAD-CAM software on PCB |
| title_full_unstemmed | Experimental of multi-holes drilling toolpath using particle swarm optimization and CAD-CAM software on PCB |
| title_short | Experimental of multi-holes drilling toolpath using particle swarm optimization and CAD-CAM software on PCB |
| title_sort | experimental of multi-holes drilling toolpath using particle swarm optimization and cad-cam software on pcb |
| topic | TJ Mechanical engineering and machinery TS Manufactures |
| url | http://umpir.ump.edu.my/id/eprint/37574/ http://umpir.ump.edu.my/id/eprint/37574/ http://umpir.ump.edu.my/id/eprint/37574/1/2022%20i3mf%20Multi%20holes%20Drilling.pdf http://umpir.ump.edu.my/id/eprint/37574/7/Experimental%20of%20multi-holes%20drilling%20toolpath%20using%20particle%20swarm%20optimization%20.pdf |