Sustainable Manufacturing and Parametric Analysis of Mild Steel Grade 60 by Deploying CNC Milling Machine and Taguchi Method

Design and manufacturing are the key steps in the sustainable manufacturing of any product to be produced. Within the perspective of injection molds production, increased competitiveness and repeated changes in the design require a complete optimized manufacturing process. Local and minor improvemen...

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Main Authors: Shakir Azim, Sahar Noor, Qazi Salman Khalid, Aqib Mashood Khan, Danil Yurievich Pimenov, Imran Ahmad, Abdur Rehman Babar, Catalin I. Pruncu
Format: Article
Language:English
Published: MDPI AG 2020-09-01
Series:Metals
Subjects:
Online Access:https://www.mdpi.com/2075-4701/10/10/1303
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spelling doaj-1344889456a6473aa0b9d703d7ffc1ff2020-11-25T03:31:19ZengMDPI AGMetals2075-47012020-09-01101303130310.3390/met10101303Sustainable Manufacturing and Parametric Analysis of Mild Steel Grade 60 by Deploying CNC Milling Machine and Taguchi MethodShakir Azim0Sahar Noor1Qazi Salman Khalid2Aqib Mashood Khan3Danil Yurievich Pimenov4Imran Ahmad5Abdur Rehman Babar6Catalin I. Pruncu7Department of Industrial Engineering, University of Engineering & Technology, Peshawar 25000, PakistanDepartment of Industrial Engineering, University of Engineering & Technology, Peshawar 25000, PakistanDepartment of Industrial Engineering, University of Engineering & Technology, Peshawar 25000, PakistanKey Laboratory of High Efficiency and Clean Mechanical Manufacture, Ministry of Education, School of Mechanical Engineering, Shandong University, Jinan 251600, ChinaDepartment of Automated Mechanical Engineering, South Ural State University, Lenin Prosp. 76, 454080 Chelyabinsk, RussiaDepartment of Industrial Engineering, University of Engineering & Technology, Peshawar 25000, PakistanDepartment of Industrial Engineering, University of Engineering & Technology, Peshawar 25000, PakistanMechanical Engineering, Imperial College London, Exhibition Road, South Kensington, London SW7 2AZ, UKDesign and manufacturing are the key steps in the sustainable manufacturing of any product to be produced. Within the perspective of injection molds production, increased competitiveness and repeated changes in the design require a complete optimized manufacturing process. Local and minor improvements in the milling process do not generally lead to an optimized manufacturing process. The goal of the new geometry and parametric analysis of the mould is to reduce the quality issues in mild steel grade 60. In this explicit research, the surface roughness (smoothness) of indigenously produced injection moulds in the local market in Pakistan is investigated. The CNC milling machine (five-axis) is used for the manufacturing of an injection mould, and the Taguchi method of the design of the experiment is applied for parameters optimization. Hence, the overall process is assisted in balancing the milling machine parameters to trim down the surface roughness issue in mild steel moulds and increase their sustainability. The spindle speed (rpm), the depth of cut (mm), and the feed rate (mm/rev) are considered as input variables for process optimization, and the experiments are performed on mild steel grade 60. It is deduced that the combination of a spindle speed of 800 rpm, feed rate of 10 mm/rev and depth of cut of 0.5 mm is the best case in case of minimum surface roughness, which leads to sustainable products. It is also deduced from ANOVA, that the spindle speed is a factor that affects the surface roughness of mild steel products, while the feed rate turns out to be insignificant.https://www.mdpi.com/2075-4701/10/10/1303mild steel grade 60millingmachiningsustainable manufacturingtaguchi methodparametric analysis
collection DOAJ
language English
format Article
sources DOAJ
author Shakir Azim
Sahar Noor
Qazi Salman Khalid
Aqib Mashood Khan
Danil Yurievich Pimenov
Imran Ahmad
Abdur Rehman Babar
Catalin I. Pruncu
spellingShingle Shakir Azim
Sahar Noor
Qazi Salman Khalid
Aqib Mashood Khan
Danil Yurievich Pimenov
Imran Ahmad
Abdur Rehman Babar
Catalin I. Pruncu
Sustainable Manufacturing and Parametric Analysis of Mild Steel Grade 60 by Deploying CNC Milling Machine and Taguchi Method
Metals
mild steel grade 60
milling
machining
sustainable manufacturing
taguchi method
parametric analysis
author_facet Shakir Azim
Sahar Noor
Qazi Salman Khalid
Aqib Mashood Khan
Danil Yurievich Pimenov
Imran Ahmad
Abdur Rehman Babar
Catalin I. Pruncu
author_sort Shakir Azim
title Sustainable Manufacturing and Parametric Analysis of Mild Steel Grade 60 by Deploying CNC Milling Machine and Taguchi Method
title_short Sustainable Manufacturing and Parametric Analysis of Mild Steel Grade 60 by Deploying CNC Milling Machine and Taguchi Method
title_full Sustainable Manufacturing and Parametric Analysis of Mild Steel Grade 60 by Deploying CNC Milling Machine and Taguchi Method
title_fullStr Sustainable Manufacturing and Parametric Analysis of Mild Steel Grade 60 by Deploying CNC Milling Machine and Taguchi Method
title_full_unstemmed Sustainable Manufacturing and Parametric Analysis of Mild Steel Grade 60 by Deploying CNC Milling Machine and Taguchi Method
title_sort sustainable manufacturing and parametric analysis of mild steel grade 60 by deploying cnc milling machine and taguchi method
publisher MDPI AG
series Metals
issn 2075-4701
publishDate 2020-09-01
description Design and manufacturing are the key steps in the sustainable manufacturing of any product to be produced. Within the perspective of injection molds production, increased competitiveness and repeated changes in the design require a complete optimized manufacturing process. Local and minor improvements in the milling process do not generally lead to an optimized manufacturing process. The goal of the new geometry and parametric analysis of the mould is to reduce the quality issues in mild steel grade 60. In this explicit research, the surface roughness (smoothness) of indigenously produced injection moulds in the local market in Pakistan is investigated. The CNC milling machine (five-axis) is used for the manufacturing of an injection mould, and the Taguchi method of the design of the experiment is applied for parameters optimization. Hence, the overall process is assisted in balancing the milling machine parameters to trim down the surface roughness issue in mild steel moulds and increase their sustainability. The spindle speed (rpm), the depth of cut (mm), and the feed rate (mm/rev) are considered as input variables for process optimization, and the experiments are performed on mild steel grade 60. It is deduced that the combination of a spindle speed of 800 rpm, feed rate of 10 mm/rev and depth of cut of 0.5 mm is the best case in case of minimum surface roughness, which leads to sustainable products. It is also deduced from ANOVA, that the spindle speed is a factor that affects the surface roughness of mild steel products, while the feed rate turns out to be insignificant.
topic mild steel grade 60
milling
machining
sustainable manufacturing
taguchi method
parametric analysis
url https://www.mdpi.com/2075-4701/10/10/1303
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