Multi Objective Performance Optimization Of Hybrid Rotary Ultrasonic Assisted End Milling For Machining Hardened Steel Material

Hardened D2 tool steel is widely used in the mold and die industry especially for injection molding tools, cold forming tools and precision engineering parts. Most of the applications require an excellent surface finish as it will reflect on the end product appearance. However, the high strength of...

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Main Author: Ramli, Azlan
Format: Thesis
Language:English
English
Published: 2020
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Online Access:http://eprints.utem.edu.my/id/eprint/25409/1/Multi%20Objective%20Performance%20Optimization%20Of%20Hybrid%20Rotary%20Ultrasonic%20Assisted%20End%20Milling%20For%20Machining%20Hardened%20Steel%20Material.pdf
http://eprints.utem.edu.my/id/eprint/25409/2/Multi%20Objective%20Performance%20Optimization%20Of%20Hybrid%20Rotary%20Ultrasonic%20Assisted%20End%20Milling%20For%20Machining%20Hardened%20Steel%20Material.pdf
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spelling my.utem.eprints.254092021-12-07T16:21:21Z http://eprints.utem.edu.my/id/eprint/25409/ Multi Objective Performance Optimization Of Hybrid Rotary Ultrasonic Assisted End Milling For Machining Hardened Steel Material Ramli, Azlan T Technology (General) TJ Mechanical engineering and machinery Hardened D2 tool steel is widely used in the mold and die industry especially for injection molding tools, cold forming tools and precision engineering parts. Most of the applications require an excellent surface finish as it will reflect on the end product appearance. However, the high strength of these materials (>50 HRC) results in rough machined surface when using the conventional machining process, hence, special machining technique is required to maintain the part quality. In current industry practice, the machining tolerances are generally achieved by subsequent manual finishing process such as, polishing and grinding in order to realize both the required geometry and surface finish. Notably, the aforementioned manufacturing techniques for mould and die fabrication tend to decrease productivity and create uncertainty over the component accuracy. Hence, this thesis proposed a significant advancement on improving the mould fabrication process using a hybrid machining technique such as, combining two established machining processes into a new combined set-up known as Rotary Ultrasonic Assisted End Milling (RUAEM) whereby the advantages of each discrete process could be exploited synergistically. A total of 162 experimental runs based on statistical Response Surface Methodology matrix were executed comprising different level of machining parameter namely cutting speed, feed rate, depth of cut, frequency of vibration, amplitude vibration and alumina oxide slurry concentration towards surface roughness, cutting force and material removal rate. The investigation proceeded until a set of optimal machining parameter and satisfactory validation index were achieved. Based on the recommended optimized model, the best achievable surface roughness (Ra), resultant force (FR) and material removal rate (MRR) values was 0.12 µm, 4.98 N and 161.58 mg/min respectively. The results yielded that RUAEM process was able to improve 97% of the surface roughness, 92% of cutting force magnitude and 26% of material removal rate in comparison to the conventional machining processes within the same cutting conditions. For the multiple response optimization result, the combination of 111.45 rpm, 5.75 mm/min feed rate, 27.05 µm depth of cut, 20.91 kHz vibration frequency, 3 µm amplitude and 13.26% abrasive concentration yielded the highest desirability index of 0.87. Lastly, a good agreement value between the prediction and experimental validate the new proposed parameter optimization. 2020 Thesis NonPeerReviewed text en http://eprints.utem.edu.my/id/eprint/25409/1/Multi%20Objective%20Performance%20Optimization%20Of%20Hybrid%20Rotary%20Ultrasonic%20Assisted%20End%20Milling%20For%20Machining%20Hardened%20Steel%20Material.pdf text en http://eprints.utem.edu.my/id/eprint/25409/2/Multi%20Objective%20Performance%20Optimization%20Of%20Hybrid%20Rotary%20Ultrasonic%20Assisted%20End%20Milling%20For%20Machining%20Hardened%20Steel%20Material.pdf Ramli, Azlan (2020) Multi Objective Performance Optimization Of Hybrid Rotary Ultrasonic Assisted End Milling For Machining Hardened Steel Material. Doctoral thesis, Universiti Teknikal Malaysia Melaka. https://plh.utem.edu.my/cgi-bin/koha/opac-detail.pl?biblionumber=119770
institution Universiti Teknikal Malaysia Melaka
building UTEM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknikal Malaysia Melaka
content_source UTEM Institutional Repository
url_provider http://eprints.utem.edu.my/
language English
English
topic T Technology (General)
TJ Mechanical engineering and machinery
spellingShingle T Technology (General)
TJ Mechanical engineering and machinery
Ramli, Azlan
Multi Objective Performance Optimization Of Hybrid Rotary Ultrasonic Assisted End Milling For Machining Hardened Steel Material
description Hardened D2 tool steel is widely used in the mold and die industry especially for injection molding tools, cold forming tools and precision engineering parts. Most of the applications require an excellent surface finish as it will reflect on the end product appearance. However, the high strength of these materials (>50 HRC) results in rough machined surface when using the conventional machining process, hence, special machining technique is required to maintain the part quality. In current industry practice, the machining tolerances are generally achieved by subsequent manual finishing process such as, polishing and grinding in order to realize both the required geometry and surface finish. Notably, the aforementioned manufacturing techniques for mould and die fabrication tend to decrease productivity and create uncertainty over the component accuracy. Hence, this thesis proposed a significant advancement on improving the mould fabrication process using a hybrid machining technique such as, combining two established machining processes into a new combined set-up known as Rotary Ultrasonic Assisted End Milling (RUAEM) whereby the advantages of each discrete process could be exploited synergistically. A total of 162 experimental runs based on statistical Response Surface Methodology matrix were executed comprising different level of machining parameter namely cutting speed, feed rate, depth of cut, frequency of vibration, amplitude vibration and alumina oxide slurry concentration towards surface roughness, cutting force and material removal rate. The investigation proceeded until a set of optimal machining parameter and satisfactory validation index were achieved. Based on the recommended optimized model, the best achievable surface roughness (Ra), resultant force (FR) and material removal rate (MRR) values was 0.12 µm, 4.98 N and 161.58 mg/min respectively. The results yielded that RUAEM process was able to improve 97% of the surface roughness, 92% of cutting force magnitude and 26% of material removal rate in comparison to the conventional machining processes within the same cutting conditions. For the multiple response optimization result, the combination of 111.45 rpm, 5.75 mm/min feed rate, 27.05 µm depth of cut, 20.91 kHz vibration frequency, 3 µm amplitude and 13.26% abrasive concentration yielded the highest desirability index of 0.87. Lastly, a good agreement value between the prediction and experimental validate the new proposed parameter optimization.
format Thesis
author Ramli, Azlan
author_facet Ramli, Azlan
author_sort Ramli, Azlan
title Multi Objective Performance Optimization Of Hybrid Rotary Ultrasonic Assisted End Milling For Machining Hardened Steel Material
title_short Multi Objective Performance Optimization Of Hybrid Rotary Ultrasonic Assisted End Milling For Machining Hardened Steel Material
title_full Multi Objective Performance Optimization Of Hybrid Rotary Ultrasonic Assisted End Milling For Machining Hardened Steel Material
title_fullStr Multi Objective Performance Optimization Of Hybrid Rotary Ultrasonic Assisted End Milling For Machining Hardened Steel Material
title_full_unstemmed Multi Objective Performance Optimization Of Hybrid Rotary Ultrasonic Assisted End Milling For Machining Hardened Steel Material
title_sort multi objective performance optimization of hybrid rotary ultrasonic assisted end milling for machining hardened steel material
publishDate 2020
url http://eprints.utem.edu.my/id/eprint/25409/1/Multi%20Objective%20Performance%20Optimization%20Of%20Hybrid%20Rotary%20Ultrasonic%20Assisted%20End%20Milling%20For%20Machining%20Hardened%20Steel%20Material.pdf
http://eprints.utem.edu.my/id/eprint/25409/2/Multi%20Objective%20Performance%20Optimization%20Of%20Hybrid%20Rotary%20Ultrasonic%20Assisted%20End%20Milling%20For%20Machining%20Hardened%20Steel%20Material.pdf
http://eprints.utem.edu.my/id/eprint/25409/
https://plh.utem.edu.my/cgi-bin/koha/opac-detail.pl?biblionumber=119770
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score 13.1944895