Optimization of surface quality of mild steel machined by wire EDM using simulated annealing algorithm
One of the main machining characteristics that play vital role in determining the quality of engineering components is surface integrity. The fatigue strength, corrosion and wear resistance is enhanced by good quality surfaces of the work piece. The purpose of this research is investigating and opti...
| Main Authors: | , , , |
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| Format: | Proceeding Paper |
| Language: | English English |
| Published: |
The Institute of Electrical and Electronics Engineers, Inc.
2016
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| Online Access: | http://irep.iium.edu.my/46490/ http://irep.iium.edu.my/46490/1/46490_Optimization.pdf http://irep.iium.edu.my/46490/4/46490_Optimization_of_Surface_Quality_of_Mild_Steel_Machined_Scopus.pdf |
| _version_ | 1848782980131061760 |
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| author | Khan, Ahsan Ali Al Hazza, Muataz Hazza Faizi Che Daud, Mohd Radzi Mohamad Kamal, Nor Shahirah |
| author_facet | Khan, Ahsan Ali Al Hazza, Muataz Hazza Faizi Che Daud, Mohd Radzi Mohamad Kamal, Nor Shahirah |
| author_sort | Khan, Ahsan Ali |
| building | IIUM Repository |
| collection | Online Access |
| description | One of the main machining characteristics that play vital role in determining the quality of engineering components is surface integrity. The fatigue strength, corrosion and wear resistance is enhanced by good quality surfaces of the work piece. The purpose of this research is investigating and optimizing the effects of three parameters: peak current (IP), wire speed (WS), and wire diameter (D) on surface quality of work piece in terms of roughness and hardness by wire EDM. The experimental plan was based on two level of full factorial design. The ANOVA analysis has been applied to identify the significance of the developed model. The results show that larger wire diameter give better surface integrity along with controlled variables such as low pulse peak current and high wire speed. The results have been used as input the Simulated annealing algorithm to determine the optimum value that can be achieved based on the scope of the research |
| first_indexed | 2025-11-14T16:14:04Z |
| format | Proceeding Paper |
| id | iium-46490 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English English |
| last_indexed | 2025-11-14T16:14:04Z |
| publishDate | 2016 |
| publisher | The Institute of Electrical and Electronics Engineers, Inc. |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-464902017-10-12T10:06:12Z http://irep.iium.edu.my/46490/ Optimization of surface quality of mild steel machined by wire EDM using simulated annealing algorithm Khan, Ahsan Ali Al Hazza, Muataz Hazza Faizi Che Daud, Mohd Radzi Mohamad Kamal, Nor Shahirah T Technology (General) One of the main machining characteristics that play vital role in determining the quality of engineering components is surface integrity. The fatigue strength, corrosion and wear resistance is enhanced by good quality surfaces of the work piece. The purpose of this research is investigating and optimizing the effects of three parameters: peak current (IP), wire speed (WS), and wire diameter (D) on surface quality of work piece in terms of roughness and hardness by wire EDM. The experimental plan was based on two level of full factorial design. The ANOVA analysis has been applied to identify the significance of the developed model. The results show that larger wire diameter give better surface integrity along with controlled variables such as low pulse peak current and high wire speed. The results have been used as input the Simulated annealing algorithm to determine the optimum value that can be achieved based on the scope of the research The Institute of Electrical and Electronics Engineers, Inc. 2016 Proceeding Paper PeerReviewed application/pdf en http://irep.iium.edu.my/46490/1/46490_Optimization.pdf application/pdf en http://irep.iium.edu.my/46490/4/46490_Optimization_of_Surface_Quality_of_Mild_Steel_Machined_Scopus.pdf Khan, Ahsan Ali and Al Hazza, Muataz Hazza Faizi and Che Daud, Mohd Radzi and Mohamad Kamal, Nor Shahirah (2016) Optimization of surface quality of mild steel machined by wire EDM using simulated annealing algorithm. In: 2015 4th International Conference on Advanced Computer Science Applications and Technologies (ACSAT 2015), 8th-10th Dec. 2015, Kuala Lumpur. http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7478709&filter%3DAND%28p_IS_Number%3A7478698%29 10.1109/ACSAT.2015.16 |
| spellingShingle | T Technology (General) Khan, Ahsan Ali Al Hazza, Muataz Hazza Faizi Che Daud, Mohd Radzi Mohamad Kamal, Nor Shahirah Optimization of surface quality of mild steel machined by wire EDM using simulated annealing algorithm |
| title | Optimization of surface quality of mild steel machined by wire EDM using simulated annealing algorithm |
| title_full | Optimization of surface quality of mild steel machined by wire EDM using simulated annealing algorithm |
| title_fullStr | Optimization of surface quality of mild steel machined by wire EDM using simulated annealing algorithm |
| title_full_unstemmed | Optimization of surface quality of mild steel machined by wire EDM using simulated annealing algorithm |
| title_short | Optimization of surface quality of mild steel machined by wire EDM using simulated annealing algorithm |
| title_sort | optimization of surface quality of mild steel machined by wire edm using simulated annealing algorithm |
| topic | T Technology (General) |
| url | http://irep.iium.edu.my/46490/ http://irep.iium.edu.my/46490/ http://irep.iium.edu.my/46490/ http://irep.iium.edu.my/46490/1/46490_Optimization.pdf http://irep.iium.edu.my/46490/4/46490_Optimization_of_Surface_Quality_of_Mild_Steel_Machined_Scopus.pdf |