Optimization of process parameters of wire electro discharge machining for Ti49.4Ni50.6 shape memory alloys using the Taguchi technique
Purpose Ti49.4Ni50.6 (at. %) shape memory alloy (SMA) is a unique class of smart materials because of unbeatable property which given a wide variety of their applications across a broad range of fields including an orthopedic implant. It plays a very important role in the constructions of novel orth...
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description | Purpose
Ti49.4Ni50.6 (at. %) shape memory alloy (SMA) is a unique class of smart materials because of unbeatable property which given a wide variety of their applications across a broad range of fields including an orthopedic implant. It plays a very important role in the constructions of novel orthopedic implants application (like dynamic compression plate) because of lower Young’s modulus compared to other biomedical implant materials, high mechanical strength, excellent corrosion resistance and unique property like shape memory effect. Conventional machining of Ti-Ni yields poor surface finish and low dimensional accuracy of the machined components. Hence, wire electro-discharge machining (WDEM) of Ti-Ni has been performed. The purpose of this paper is to investigate the effect of variation of five process parameters, namely, a pulse-on time, pulse-off time, spark gap set voltage (SV), wire feed and wire tension on the material removal rate, surface roughness (SR), kerf width (KW) and dimensional deviation (DD), in the WDEM of Ti49.5Ni50.6 SMA.
Design/methodology/approach
The effect of machining parameters on Ti49.4Ni50.6 has been fully explored using WEDM with zinc coated brass wire as an electrode. In this work, L18 orthogonal array based on Taguchi method has been used to conduct a series of experiments and statically evaluate the experimental data by the use of the method of analysis of variance. Scanning electron microscope images of the machined surface, at the highest and lowest pulse-on time, have been taken to evaluate the quality of surface in terms of their SR values.
Findings
For the highest pulse-on time, it is observed that blow holes, cracks, melted droplets and craters have been formed on the machined surface with an SR of 2.744 µm, while for the lowest pulse-on time, these are not formed with an SR of 0.862 µm. It is seen that the pulse-on time is the most significant process parameter for MRR, SR and KW, while the DD is significantly affected by spark gap SV. The optimal values of the process parameters have been obtained by the method of analysis of mean and the confirmatory experiments have been carried out to validate results of optimization. Energy dispersive spectroscopy analysis of the machined surface of Ti49.4Ni50.6 has shown a certain amount of deposition of material on the machined surface.
Originality/value
This is an original paper. |
doi_str_mv | 10.1108/IJSI-10-2018-0058 |
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fullrecord | <record><control><sourceid>proquest_emera</sourceid><recordid>TN_cdi_proquest_journals_2533993913</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2533993913</sourcerecordid><originalsourceid>FETCH-LOGICAL-e224t-ee9b4295f4b2afb8cbf1827d158655a423552893b095cf919590ade484a9705d3</originalsourceid><addsrcrecordid>eNplkMtOwzAQRS0EEhX0A9hZYp3iZ2IvUcWjqKILyjpykknjKomD7QiVH-C3SVXEhtnM6OrMXM1F6IaSBaVE3a1e3lYJJQkjVCWESHWGZjSTWaJVxs7_5lRconkIezIVZyrNshn63gzRdvbLROt67Go8eFdCCHgw3nQQwYej-mk9YGihjN7hyoayMX4HuDNlY3vb73DtPN5aoRfi1UqySHFozDAB0Dl_wKZt3SHgMRzR2ADemt04reIIZdPbjxGu0UVt2gDz336F3h8ftsvnZL15Wi3v1wkwJmICoAvBtKxFwUxdqLKoqWJZRaVKpTSCcSmZ0rwgWpa1plpqYioQShidEVnxK3R7ujv9OdmGmO_d6PvJMmeSc625pnyiyImCDrxpq3zwtjP-kFOSHxPP_yXOfwD92nPB</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2533993913</pqid></control><display><type>article</type><title>Optimization of process parameters of wire electro discharge machining for Ti49.4Ni50.6 shape memory alloys using the Taguchi technique</title><source>Emerald Insight</source><source>Emerald</source><creator>Takale, Adik ; Chougule, Nagesh</creator><creatorcontrib>Takale, Adik ; Chougule, Nagesh</creatorcontrib><description>Purpose
Ti49.4Ni50.6 (at. %) shape memory alloy (SMA) is a unique class of smart materials because of unbeatable property which given a wide variety of their applications across a broad range of fields including an orthopedic implant. It plays a very important role in the constructions of novel orthopedic implants application (like dynamic compression plate) because of lower Young’s modulus compared to other biomedical implant materials, high mechanical strength, excellent corrosion resistance and unique property like shape memory effect. Conventional machining of Ti-Ni yields poor surface finish and low dimensional accuracy of the machined components. Hence, wire electro-discharge machining (WDEM) of Ti-Ni has been performed. The purpose of this paper is to investigate the effect of variation of five process parameters, namely, a pulse-on time, pulse-off time, spark gap set voltage (SV), wire feed and wire tension on the material removal rate, surface roughness (SR), kerf width (KW) and dimensional deviation (DD), in the WDEM of Ti49.5Ni50.6 SMA.
Design/methodology/approach
The effect of machining parameters on Ti49.4Ni50.6 has been fully explored using WEDM with zinc coated brass wire as an electrode. In this work, L18 orthogonal array based on Taguchi method has been used to conduct a series of experiments and statically evaluate the experimental data by the use of the method of analysis of variance. Scanning electron microscope images of the machined surface, at the highest and lowest pulse-on time, have been taken to evaluate the quality of surface in terms of their SR values.
Findings
For the highest pulse-on time, it is observed that blow holes, cracks, melted droplets and craters have been formed on the machined surface with an SR of 2.744 µm, while for the lowest pulse-on time, these are not formed with an SR of 0.862 µm. It is seen that the pulse-on time is the most significant process parameter for MRR, SR and KW, while the DD is significantly affected by spark gap SV. The optimal values of the process parameters have been obtained by the method of analysis of mean and the confirmatory experiments have been carried out to validate results of optimization. Energy dispersive spectroscopy analysis of the machined surface of Ti49.4Ni50.6 has shown a certain amount of deposition of material on the machined surface.
Originality/value
This is an original paper.</description><identifier>ISSN: 1757-9864</identifier><identifier>EISSN: 1757-9872</identifier><identifier>DOI: 10.1108/IJSI-10-2018-0058</identifier><language>eng</language><publisher>Bingley: Emerald Publishing Limited</publisher><subject>Accuracy ; Alloys ; Biomedical materials ; Coated electrodes ; Corrosion effects ; Corrosion resistance ; Design of experiments ; Discharge ; Electric discharge machining ; Electrodes ; Heat ; Kerf ; Material removal rate (machining) ; Medical research ; Modulus of elasticity ; Optimization ; Orthogonal arrays ; Orthopaedic implants ; Orthopedics ; Process parameters ; Residual stress ; Shape effects ; Shape memory alloys ; Smart materials ; Strain hardening ; Surface finish ; Surface roughness ; Surgical implants ; Taguchi methods ; Titanium ; Transplants & implants ; Variance analysis ; Wire ; Zinc coatings</subject><ispartof>International journal of structural integrity, 2019-08, Vol.10 (4), p.548-568</ispartof><rights>Emerald Publishing Limited</rights><rights>Emerald Publishing Limited 2019</rights><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.emerald.com/insight/content/doi/10.1108/IJSI-10-2018-0058/full/html$$EHTML$$P50$$Gemerald$$H</linktohtml><link.rule.ids>314,776,780,961,11614,21674,27901,27902,52664,53219</link.rule.ids></links><search><creatorcontrib>Takale, Adik</creatorcontrib><creatorcontrib>Chougule, Nagesh</creatorcontrib><title>Optimization of process parameters of wire electro discharge machining for Ti49.4Ni50.6 shape memory alloys using the Taguchi technique</title><title>International journal of structural integrity</title><description>Purpose
Ti49.4Ni50.6 (at. %) shape memory alloy (SMA) is a unique class of smart materials because of unbeatable property which given a wide variety of their applications across a broad range of fields including an orthopedic implant. It plays a very important role in the constructions of novel orthopedic implants application (like dynamic compression plate) because of lower Young’s modulus compared to other biomedical implant materials, high mechanical strength, excellent corrosion resistance and unique property like shape memory effect. Conventional machining of Ti-Ni yields poor surface finish and low dimensional accuracy of the machined components. Hence, wire electro-discharge machining (WDEM) of Ti-Ni has been performed. The purpose of this paper is to investigate the effect of variation of five process parameters, namely, a pulse-on time, pulse-off time, spark gap set voltage (SV), wire feed and wire tension on the material removal rate, surface roughness (SR), kerf width (KW) and dimensional deviation (DD), in the WDEM of Ti49.5Ni50.6 SMA.
Design/methodology/approach
The effect of machining parameters on Ti49.4Ni50.6 has been fully explored using WEDM with zinc coated brass wire as an electrode. In this work, L18 orthogonal array based on Taguchi method has been used to conduct a series of experiments and statically evaluate the experimental data by the use of the method of analysis of variance. Scanning electron microscope images of the machined surface, at the highest and lowest pulse-on time, have been taken to evaluate the quality of surface in terms of their SR values.
Findings
For the highest pulse-on time, it is observed that blow holes, cracks, melted droplets and craters have been formed on the machined surface with an SR of 2.744 µm, while for the lowest pulse-on time, these are not formed with an SR of 0.862 µm. It is seen that the pulse-on time is the most significant process parameter for MRR, SR and KW, while the DD is significantly affected by spark gap SV. The optimal values of the process parameters have been obtained by the method of analysis of mean and the confirmatory experiments have been carried out to validate results of optimization. Energy dispersive spectroscopy analysis of the machined surface of Ti49.4Ni50.6 has shown a certain amount of deposition of material on the machined surface.
Originality/value
This is an original paper.</description><subject>Accuracy</subject><subject>Alloys</subject><subject>Biomedical materials</subject><subject>Coated electrodes</subject><subject>Corrosion effects</subject><subject>Corrosion resistance</subject><subject>Design of experiments</subject><subject>Discharge</subject><subject>Electric discharge machining</subject><subject>Electrodes</subject><subject>Heat</subject><subject>Kerf</subject><subject>Material removal rate (machining)</subject><subject>Medical research</subject><subject>Modulus of elasticity</subject><subject>Optimization</subject><subject>Orthogonal arrays</subject><subject>Orthopaedic implants</subject><subject>Orthopedics</subject><subject>Process parameters</subject><subject>Residual stress</subject><subject>Shape effects</subject><subject>Shape memory alloys</subject><subject>Smart materials</subject><subject>Strain hardening</subject><subject>Surface finish</subject><subject>Surface roughness</subject><subject>Surgical implants</subject><subject>Taguchi methods</subject><subject>Titanium</subject><subject>Transplants & implants</subject><subject>Variance analysis</subject><subject>Wire</subject><subject>Zinc coatings</subject><issn>1757-9864</issn><issn>1757-9872</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><sourceid>BENPR</sourceid><recordid>eNplkMtOwzAQRS0EEhX0A9hZYp3iZ2IvUcWjqKILyjpykknjKomD7QiVH-C3SVXEhtnM6OrMXM1F6IaSBaVE3a1e3lYJJQkjVCWESHWGZjSTWaJVxs7_5lRconkIezIVZyrNshn63gzRdvbLROt67Go8eFdCCHgw3nQQwYej-mk9YGihjN7hyoayMX4HuDNlY3vb73DtPN5aoRfi1UqySHFozDAB0Dl_wKZt3SHgMRzR2ADemt04reIIZdPbjxGu0UVt2gDz336F3h8ftsvnZL15Wi3v1wkwJmICoAvBtKxFwUxdqLKoqWJZRaVKpTSCcSmZ0rwgWpa1plpqYioQShidEVnxK3R7ujv9OdmGmO_d6PvJMmeSc625pnyiyImCDrxpq3zwtjP-kFOSHxPP_yXOfwD92nPB</recordid><startdate>20190807</startdate><enddate>20190807</enddate><creator>Takale, Adik</creator><creator>Chougule, Nagesh</creator><general>Emerald Publishing Limited</general><general>Emerald Group Publishing Limited</general><scope>7XB</scope><scope>8FE</scope><scope>8FG</scope><scope>ABJCF</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>CCPQU</scope><scope>D1I</scope><scope>DWQXO</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>KB.</scope><scope>L6V</scope><scope>M2P</scope><scope>M7S</scope><scope>PDBOC</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope><scope>Q9U</scope><scope>S0W</scope></search><sort><creationdate>20190807</creationdate><title>Optimization of process parameters of wire electro discharge machining for Ti49.4Ni50.6 shape memory alloys using the Taguchi technique</title><author>Takale, Adik ; Chougule, Nagesh</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-e224t-ee9b4295f4b2afb8cbf1827d158655a423552893b095cf919590ade484a9705d3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Accuracy</topic><topic>Alloys</topic><topic>Biomedical materials</topic><topic>Coated electrodes</topic><topic>Corrosion effects</topic><topic>Corrosion resistance</topic><topic>Design of experiments</topic><topic>Discharge</topic><topic>Electric discharge machining</topic><topic>Electrodes</topic><topic>Heat</topic><topic>Kerf</topic><topic>Material removal rate (machining)</topic><topic>Medical research</topic><topic>Modulus of elasticity</topic><topic>Optimization</topic><topic>Orthogonal arrays</topic><topic>Orthopaedic implants</topic><topic>Orthopedics</topic><topic>Process parameters</topic><topic>Residual stress</topic><topic>Shape effects</topic><topic>Shape memory alloys</topic><topic>Smart materials</topic><topic>Strain hardening</topic><topic>Surface finish</topic><topic>Surface roughness</topic><topic>Surgical implants</topic><topic>Taguchi methods</topic><topic>Titanium</topic><topic>Transplants & implants</topic><topic>Variance analysis</topic><topic>Wire</topic><topic>Zinc coatings</topic><toplevel>online_resources</toplevel><creatorcontrib>Takale, Adik</creatorcontrib><creatorcontrib>Chougule, Nagesh</creatorcontrib><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>Materials Science & Engineering Collection</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Technology Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Materials Science Collection</collection><collection>ProQuest Central</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>Materials Science Database</collection><collection>ProQuest Engineering Collection</collection><collection>ProQuest Science Journals</collection><collection>Engineering Database</collection><collection>Materials Science Collection</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>Engineering collection</collection><collection>ProQuest Central Basic</collection><collection>DELNET Engineering & Technology Collection</collection><jtitle>International journal of structural integrity</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Takale, Adik</au><au>Chougule, Nagesh</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Optimization of process parameters of wire electro discharge machining for Ti49.4Ni50.6 shape memory alloys using the Taguchi technique</atitle><jtitle>International journal of structural integrity</jtitle><date>2019-08-07</date><risdate>2019</risdate><volume>10</volume><issue>4</issue><spage>548</spage><epage>568</epage><pages>548-568</pages><issn>1757-9864</issn><eissn>1757-9872</eissn><abstract>Purpose
Ti49.4Ni50.6 (at. %) shape memory alloy (SMA) is a unique class of smart materials because of unbeatable property which given a wide variety of their applications across a broad range of fields including an orthopedic implant. It plays a very important role in the constructions of novel orthopedic implants application (like dynamic compression plate) because of lower Young’s modulus compared to other biomedical implant materials, high mechanical strength, excellent corrosion resistance and unique property like shape memory effect. Conventional machining of Ti-Ni yields poor surface finish and low dimensional accuracy of the machined components. Hence, wire electro-discharge machining (WDEM) of Ti-Ni has been performed. The purpose of this paper is to investigate the effect of variation of five process parameters, namely, a pulse-on time, pulse-off time, spark gap set voltage (SV), wire feed and wire tension on the material removal rate, surface roughness (SR), kerf width (KW) and dimensional deviation (DD), in the WDEM of Ti49.5Ni50.6 SMA.
Design/methodology/approach
The effect of machining parameters on Ti49.4Ni50.6 has been fully explored using WEDM with zinc coated brass wire as an electrode. In this work, L18 orthogonal array based on Taguchi method has been used to conduct a series of experiments and statically evaluate the experimental data by the use of the method of analysis of variance. Scanning electron microscope images of the machined surface, at the highest and lowest pulse-on time, have been taken to evaluate the quality of surface in terms of their SR values.
Findings
For the highest pulse-on time, it is observed that blow holes, cracks, melted droplets and craters have been formed on the machined surface with an SR of 2.744 µm, while for the lowest pulse-on time, these are not formed with an SR of 0.862 µm. It is seen that the pulse-on time is the most significant process parameter for MRR, SR and KW, while the DD is significantly affected by spark gap SV. The optimal values of the process parameters have been obtained by the method of analysis of mean and the confirmatory experiments have been carried out to validate results of optimization. Energy dispersive spectroscopy analysis of the machined surface of Ti49.4Ni50.6 has shown a certain amount of deposition of material on the machined surface.
Originality/value
This is an original paper.</abstract><cop>Bingley</cop><pub>Emerald Publishing Limited</pub><doi>10.1108/IJSI-10-2018-0058</doi><tpages>21</tpages></addata></record> |
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subjects | Accuracy Alloys Biomedical materials Coated electrodes Corrosion effects Corrosion resistance Design of experiments Discharge Electric discharge machining Electrodes Heat Kerf Material removal rate (machining) Medical research Modulus of elasticity Optimization Orthogonal arrays Orthopaedic implants Orthopedics Process parameters Residual stress Shape effects Shape memory alloys Smart materials Strain hardening Surface finish Surface roughness Surgical implants Taguchi methods Titanium Transplants & implants Variance analysis Wire Zinc coatings |
title | Optimization of process parameters of wire electro discharge machining for Ti49.4Ni50.6 shape memory alloys using the Taguchi technique |
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