WEDM process parameters optimization by preference-based CS & PSO algorithm for LCP

Locking Compression Plates (LCP) are typically made of Ti6Al4V alloy. LCP is used to heal fractures of the bone. This article uses Wire Cut Electric Discharge Machining (WEDM) to machine Ti6Al4V alloy. Responses are optimized by two metaheuristic algorithms, the cuckoo search algorithm (CS) and part...

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Published inMaterials and manufacturing processes Vol. 38; no. 7; pp. 797 - 815
Main Authors Jain, Shubham, Parashar, Vishal
Format Journal Article
LanguageEnglish
Published Taylor & Francis 19.05.2023
Subjects
biocompatibility
machining
manufacturing
Optimization
Ti6Al4V alloy
Online AccessGet full text
ISSN1042-6914
1532-2475
DOI10.1080/10426914.2023.2165669

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Abstract Locking Compression Plates (LCP) are typically made of Ti6Al4V alloy. LCP is used to heal fractures of the bone. This article uses Wire Cut Electric Discharge Machining (WEDM) to machine Ti6Al4V alloy. Responses are optimized by two metaheuristic algorithms, the cuckoo search algorithm (CS) and particle swarm optimization (PSO). The cuckoo search algorithm shows that the maximum MRR is 59.4312 mg/min & the maximum cutting speed is 5.0625 mm/min. The single-objective PSO shows a maximum MRR of 59.3632 mg/min & the maximum cutting speed is 5.0155 mm/min. The GRA revealed that the optimum weight for MRR and cutting speed is 48.868% and 51.132% respectively. Scanning electron microscope analysis indicates proper biocompatibility after machining. This article compares CS and PSO with similar calculations for the t-test and found that the p-values for MRR and Cutting speed are 0.9432 and 0.9919.
AbstractList Locking Compression Plates (LCP) are typically made of Ti6Al4V alloy. LCP is used to heal fractures of the bone. This article uses Wire Cut Electric Discharge Machining (WEDM) to machine Ti6Al4V alloy. Responses are optimized by two metaheuristic algorithms, the cuckoo search algorithm (CS) and particle swarm optimization (PSO). The cuckoo search algorithm shows that the maximum MRR is 59.4312 mg/min & the maximum cutting speed is 5.0625 mm/min. The single-objective PSO shows a maximum MRR of 59.3632 mg/min & the maximum cutting speed is 5.0155 mm/min. The GRA revealed that the optimum weight for MRR and cutting speed is 48.868% and 51.132% respectively. Scanning electron microscope analysis indicates proper biocompatibility after machining. This article compares CS and PSO with similar calculations for the t-test and found that the p-values for MRR and Cutting speed are 0.9432 and 0.9919.
Author Jain, Shubham
Parashar, Vishal
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Cites_doi 10.1080/10910344.2019.1669166
10.1080/17453674.2017.1304207
10.1177/0734242X11426173
10.1504/ijmmm.2019.098067
10.1080/08827508.2020.1793145
10.1504/IJMMNO.2010.035430
10.1088/2053-1591/ac7f83
10.1080/10426914.2019.1594264
10.1080/10910344.2014.991031
10.1016/j.clinbiomech.2007.08.004
10.1080/10426914.2020.1779939
10.55095/achot2006/032
10.1080/14484846.2021.1913852
10.1080/10426914.2013.773018
10.1016/j.injury.2006.10.024
10.1080/10426914.2021.1905826
10.1080/10426914.2020.1748195
10.1080/10426914.2019.1628259
10.1504/IJMATEI.2022.124196
10.1108/WJE-05-2021-0278
10.1080/10910344.2017.1402932
10.1080/2374068X.2020.1835009
10.1002/jbm.a.34453
10.1016/j.swevo.2011.02.002
10.1080/10426914.2018.1453154
10.1080/09720502.2020.1741222
10.1080/2374068X.2017.1413524
10.1097/BOT.0000000000001510
10.1080/2374068X.2021.1945300
10.3390/ma12071006
10.1080/2374068X.2020.1829949
10.4135/9781848608443.n14
10.1097/00005131-200409000-00016
10.1243/PIME_PROC_1990_204_047_02
10.1080/10426914.2020.1762211
10.1080/10426914.2019.1594250
10.1080/21693277.2017.1389315
10.1080/10910344.2019.1701019
10.1080/10426914.2020.1832686
10.2106/jbjs.f.00703
10.1080/14484846.2019.1681239
10.1080/10426914.2019.1628256
10.1016/j.matpr.2021.12.576
10.1080/10426914.2021.1942907
10.1016/j.jclepro.2020.121388
10.1007/978-3-030-61111-8_2
10.1080/10426914.2019.1683577
10.1080/10255842.2020.1812166
10.1080/14484846.2016.1251077
10.1177/039139881203500902
10.1007/s00500-018-3102-4
10.1155/2017/8590251
10.1080/10426914.2019.1566609
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cit0025
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cit0012
cit0053
cit0010
cit0054
cit0051
cit0052
cit0050
cit0019
cit0017
cit0015
cit0016
cit0013
cit0014
cit0044
cit0001
cit0045
cit0042
cit0043
cit0040
cit0041
cit0008
cit0009
cit0006
cit0007
cit0004
cit0048
cit0005
cit0049
cit0002
cit0046
cit0003
cit0047
References_xml – ident: cit0032
  doi: 10.1080/10910344.2019.1669166
– ident: cit0019
  doi: 10.1080/17453674.2017.1304207
– ident: cit0049
  doi: 10.1177/0734242X11426173
– ident: cit0043
  doi: 10.1504/ijmmm.2019.098067
– ident: cit0048
  doi: 10.1080/08827508.2020.1793145
– ident: cit0012
  doi: 10.1504/IJMMNO.2010.035430
– ident: cit0046
  doi: 10.1088/2053-1591/ac7f83
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  doi: 10.1080/10426914.2019.1594264
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  doi: 10.1080/10910344.2014.991031
– ident: cit0014
  doi: 10.1016/j.clinbiomech.2007.08.004
– ident: cit0015
  doi: 10.1080/10426914.2020.1779939
– volume: 73
  start-page: 221
  issue: 4
  year: 2006
  ident: cit0018
  publication-title: Acta Chir. Orthop. Traumatol. Cech
  doi: 10.55095/achot2006/032
– ident: cit0031
  doi: 10.1080/14484846.2021.1913852
– ident: cit0001
  doi: 10.1080/10426914.2013.773018
– ident: cit0022
  doi: 10.1016/j.injury.2006.10.024
– ident: cit0040
  doi: 10.1080/10426914.2021.1905826
– ident: cit0047
  doi: 10.1080/10426914.2020.1748195
– ident: cit0007
  doi: 10.1080/10426914.2019.1628259
– ident: cit0051
  doi: 10.1504/IJMATEI.2022.124196
– ident: cit0044
  doi: 10.1108/WJE-05-2021-0278
– ident: cit0002
  doi: 10.1080/10910344.2017.1402932
– ident: cit0045
– ident: cit0026
  doi: 10.1080/2374068X.2020.1835009
– ident: cit0050
  doi: 10.1002/jbm.a.34453
– ident: cit0054
  doi: 10.1016/j.swevo.2011.02.002
– ident: cit0034
  doi: 10.1080/10426914.2018.1453154
– ident: cit0037
  doi: 10.1080/09720502.2020.1741222
– ident: cit0035
  doi: 10.1080/2374068X.2017.1413524
– ident: cit0020
  doi: 10.1097/BOT.0000000000001510
– ident: cit0009
  doi: 10.1080/2374068X.2021.1945300
– ident: cit0008
  doi: 10.3390/ma12071006
– ident: cit0030
  doi: 10.1080/2374068X.2020.1829949
– ident: cit0016
  doi: 10.4135/9781848608443.n14
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  doi: 10.1097/00005131-200409000-00016
– ident: cit0005
  doi: 10.1243/PIME_PROC_1990_204_047_02
– ident: cit0011
  doi: 10.1080/10426914.2020.1762211
– ident: cit0027
  doi: 10.1080/10426914.2019.1594250
– ident: cit0038
  doi: 10.1080/21693277.2017.1389315
– ident: cit0006
  doi: 10.1080/10910344.2019.1701019
– ident: cit0024
  doi: 10.1080/10426914.2020.1832686
– ident: cit0013
  doi: 10.2106/jbjs.f.00703
– ident: cit0028
  doi: 10.1080/14484846.2019.1681239
– ident: cit0033
  doi: 10.1080/10426914.2019.1628256
– ident: cit0042
  doi: 10.1016/j.matpr.2021.12.576
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  doi: 10.1080/10426914.2021.1942907
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  doi: 10.1016/j.jclepro.2020.121388
– ident: cit0053
  doi: 10.1007/978-3-030-61111-8_2
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  doi: 10.1080/10426914.2019.1683577
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  doi: 10.1080/10255842.2020.1812166
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  doi: 10.1080/14484846.2016.1251077
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  doi: 10.1177/039139881203500902
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  doi: 10.1007/s00500-018-3102-4
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  doi: 10.1155/2017/8590251
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  doi: 10.1080/10426914.2019.1566609
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Snippet Locking Compression Plates (LCP) are typically made of Ti6Al4V alloy. LCP is used to heal fractures of the bone. This article uses Wire Cut Electric Discharge...
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SubjectTerms biocompatibility
machining
manufacturing
Optimization
Ti6Al4V alloy
Title WEDM process parameters optimization by preference-based CS & PSO algorithm for LCP
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