Surface roughness optimization based on hybrid harmony search and artificial bee colony algorithm in electric discharge machining process
Electric discharges; Optimal systems; Optimization; Surface roughness; Artificial bee colonies (ABC); Artificial bee colony algorithms; Convergence rates; Electric discharge machining (EDM); Hybrid approach; Numerical applications; Optimal solutions; Surface roughness (Ra); Electric discharge machin...
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Institute of Electrical and Electronics Engineers Inc.
2023
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my.uniten.dspace-253282023-05-29T16:08:12Z Surface roughness optimization based on hybrid harmony search and artificial bee colony algorithm in electric discharge machining process Deris A.M. Solemon B. 54893136600 24832320000 Electric discharges; Optimal systems; Optimization; Surface roughness; Artificial bee colonies (ABC); Artificial bee colony algorithms; Convergence rates; Electric discharge machining (EDM); Hybrid approach; Numerical applications; Optimal solutions; Surface roughness (Ra); Electric discharge machining This paper presents the hybrid approach for optimization process of surface roughness in die sinking electric discharge machining (EDM) process. The optimization process is based on hybrid Harmony Search (HS) and Artificial Bee Colony (ABC). The data was collected from the experimental machining conducted using EDM AG40L. Harmony search (HS) algorithm is applied to optimize the surface roughness (Ra) performance of EDM process. However, HS was not sufficient enough to give better results to perform local search for numerical application in terms of fine-turning characteristic and convergence rate. Thus, hybrid HS-ABC is proposed to improve the weakness of the HS algorithm to get accurate optimal solution for EDM process. It was found that the optimal solution of the proposed HS-ABC has outperformed the result of single HS algorithm. � 2020 IEEE. Final 2023-05-29T08:08:12Z 2023-05-29T08:08:12Z 2020 Conference Paper 10.1109/ICIMU49871.2020.9243585 2-s2.0-85097645229 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85097645229&doi=10.1109%2fICIMU49871.2020.9243585&partnerID=40&md5=4038947ad1534002ee91de589c5b8d7e https://irepository.uniten.edu.my/handle/123456789/25328 9243585 1 8 Institute of Electrical and Electronics Engineers Inc. Scopus |
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| description |
Electric discharges; Optimal systems; Optimization; Surface roughness; Artificial bee colonies (ABC); Artificial bee colony algorithms; Convergence rates; Electric discharge machining (EDM); Hybrid approach; Numerical applications; Optimal solutions; Surface roughness (Ra); Electric discharge machining |
| author2 |
54893136600 |
| author_facet |
54893136600 Deris A.M. Solemon B. |
| format |
Conference Paper |
| author |
Deris A.M. Solemon B. |
| spellingShingle |
Deris A.M. Solemon B. Surface roughness optimization based on hybrid harmony search and artificial bee colony algorithm in electric discharge machining process |
| author_sort |
Deris A.M. |
| title |
Surface roughness optimization based on hybrid harmony search and artificial bee colony algorithm in electric discharge machining process |
| title_short |
Surface roughness optimization based on hybrid harmony search and artificial bee colony algorithm in electric discharge machining process |
| title_full |
Surface roughness optimization based on hybrid harmony search and artificial bee colony algorithm in electric discharge machining process |
| title_fullStr |
Surface roughness optimization based on hybrid harmony search and artificial bee colony algorithm in electric discharge machining process |
| title_full_unstemmed |
Surface roughness optimization based on hybrid harmony search and artificial bee colony algorithm in electric discharge machining process |
| title_sort |
surface roughness optimization based on hybrid harmony search and artificial bee colony algorithm in electric discharge machining process |
| publisher |
Institute of Electrical and Electronics Engineers Inc. |
| publishDate |
2023 |
| _version_ |
1806425978913685504 |
| score |
13.18916 |