Optimization of roundness error in deep hole drilling using moth-flame optimization
This paper presents an experimental investigation of deep hole drilling using CNC milling machine. This experiment investigates the effect of machining parameters which are spindle speed, feed rate and depth of hole using minimum quantity lubricant on the roundness error. The experiment was designed...
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my.utm.943602022-03-31T15:14:52Z http://eprints.utm.my/id/eprint/94360/ Optimization of roundness error in deep hole drilling using moth-flame optimization Kamaruzaman, Anis Farhan Mohd. Zain, Azlan Mohd. Yusof, Noordin Nadjarian, Farhad Abdul Jalil, Rozita QA75 Electronic computers. Computer science This paper presents an experimental investigation of deep hole drilling using CNC milling machine. This experiment investigates the effect of machining parameters which are spindle speed, feed rate and depth of hole using minimum quantity lubricant on the roundness error. The experiment was designed using design of experiment (DoE) with two level full factorial and four center point. The regression analysis with two factor interaction model is applied for modelling process. Finally, the machining parameters are optimized using moth-flame optimization (MFO) in obtaining the minimum value of roundness error. The minimum value of roundness error for deep hole drilling is 0.0190 mm at the spindle speed is 700 rpm, feed rate is 50 mm/min, depth of hole is 650 mm and minimum quantity lubricant is 40ml/hr. The findings show that the moth-flame optimization (MFO) algorithm manage to estimate the roundness error in deep hole drilling as proven through the analysis and validation process. 2021 Conference or Workshop Item PeerReviewed Kamaruzaman, Anis Farhan and Mohd. Zain, Azlan and Mohd. Yusof, Noordin and Nadjarian, Farhad and Abdul Jalil, Rozita (2021) Optimization of roundness error in deep hole drilling using moth-flame optimization. In: 6th International Conference on Green Design and Manufacture 2020, IConGDM 2020, 23 - 24 July 2020, Arau, Perlis. http://dx.doi.org/10.1063/5.0044916 |
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QA75 Electronic computers. Computer science Kamaruzaman, Anis Farhan Mohd. Zain, Azlan Mohd. Yusof, Noordin Nadjarian, Farhad Abdul Jalil, Rozita Optimization of roundness error in deep hole drilling using moth-flame optimization |
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This paper presents an experimental investigation of deep hole drilling using CNC milling machine. This experiment investigates the effect of machining parameters which are spindle speed, feed rate and depth of hole using minimum quantity lubricant on the roundness error. The experiment was designed using design of experiment (DoE) with two level full factorial and four center point. The regression analysis with two factor interaction model is applied for modelling process. Finally, the machining parameters are optimized using moth-flame optimization (MFO) in obtaining the minimum value of roundness error. The minimum value of roundness error for deep hole drilling is 0.0190 mm at the spindle speed is 700 rpm, feed rate is 50 mm/min, depth of hole is 650 mm and minimum quantity lubricant is 40ml/hr. The findings show that the moth-flame optimization (MFO) algorithm manage to estimate the roundness error in deep hole drilling as proven through the analysis and validation process. |
format |
Conference or Workshop Item |
author |
Kamaruzaman, Anis Farhan Mohd. Zain, Azlan Mohd. Yusof, Noordin Nadjarian, Farhad Abdul Jalil, Rozita |
author_facet |
Kamaruzaman, Anis Farhan Mohd. Zain, Azlan Mohd. Yusof, Noordin Nadjarian, Farhad Abdul Jalil, Rozita |
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Kamaruzaman, Anis Farhan |
title |
Optimization of roundness error in deep hole drilling using moth-flame optimization |
title_short |
Optimization of roundness error in deep hole drilling using moth-flame optimization |
title_full |
Optimization of roundness error in deep hole drilling using moth-flame optimization |
title_fullStr |
Optimization of roundness error in deep hole drilling using moth-flame optimization |
title_full_unstemmed |
Optimization of roundness error in deep hole drilling using moth-flame optimization |
title_sort |
optimization of roundness error in deep hole drilling using moth-flame optimization |
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2021 |
url |
http://eprints.utm.my/id/eprint/94360/ http://dx.doi.org/10.1063/5.0044916 |
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