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Experimental and Theoretical Investigation of Powder–Binder Mixing Mechanism for Metal Injection Molding.

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Title: Experimental and Theoretical Investigation of Powder–Binder Mixing Mechanism for Metal Injection Molding.
Authors: Hossain, Altab1 (AUTHOR) altab75@um.edu.my, Choudhury, ImtiazAhmed1 (AUTHOR), Nahar, Nurun1 (AUTHOR), Hossain, Ismail1 (AUTHOR), Bin Mamat, Azuddin1 (AUTHOR)
Source: Materials & Manufacturing Processes. 2015, Vol. 30 Issue 1, p41-46. 6p.
Subjects: Injection molding of metals, Metal powders, Statistical correlation, Fuzzy expert systems, Sintering, Rheology
Abstract: Metallic powder and binder mixing mechanism plays a vital role in the quality of molded parts in metal injection molding. The present study is intended for experimental and theoretical investigation of powder–binder mixing mechanism to investigate the functional correlation among mixing parameters and performance characteristics for different composition of feedstocks. Powder loading and shear rate are considered as input parameter. Fuzzy expert system is adopted to test the validity of the experimental results by analyzing different numerical error criteria using the viscosity as output with respect to input parameters. The mean relative error and correlation coefficient for typeAand typeBwere found to be 6.09% and 8.51% (<10%) and 0.990 and 0.998, respectively. Hence the result indicates a reliable acceptability of the proposed amount of powder loading for feedstock preparation. [ABSTRACT FROM PUBLISHER]
Copyright of Materials & Manufacturing Processes is the property of Taylor & Francis Ltd and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
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DbLabel: Engineering Source
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  Data: Experimental and Theoretical Investigation of Powder–Binder Mixing Mechanism for Metal Injection Molding.
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  Data: &lt;searchLink fieldCode=&quot;AR&quot; term=&quot;%22Hossain%2C+Altab%22&quot;&gt;Hossain, Altab&lt;/searchLink&gt;&lt;relatesTo&gt;1&lt;/relatesTo&gt; (AUTHOR)&lt;i&gt; altab75@um.edu.my&lt;/i&gt;&lt;br /&gt;&lt;searchLink fieldCode=&quot;AR&quot; term=&quot;%22Choudhury%2C+ImtiazAhmed%22&quot;&gt;Choudhury, ImtiazAhmed&lt;/searchLink&gt;&lt;relatesTo&gt;1&lt;/relatesTo&gt; (AUTHOR)&lt;br /&gt;&lt;searchLink fieldCode=&quot;AR&quot; term=&quot;%22Nahar%2C+Nurun%22&quot;&gt;Nahar, Nurun&lt;/searchLink&gt;&lt;relatesTo&gt;1&lt;/relatesTo&gt; (AUTHOR)&lt;br /&gt;&lt;searchLink fieldCode=&quot;AR&quot; term=&quot;%22Hossain%2C+Ismail%22&quot;&gt;Hossain, Ismail&lt;/searchLink&gt;&lt;relatesTo&gt;1&lt;/relatesTo&gt; (AUTHOR)&lt;br /&gt;&lt;searchLink fieldCode=&quot;AR&quot; term=&quot;%22Bin+Mamat%2C+Azuddin%22&quot;&gt;Bin Mamat, Azuddin&lt;/searchLink&gt;&lt;relatesTo&gt;1&lt;/relatesTo&gt; (AUTHOR)
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  Data: &lt;searchLink fieldCode=&quot;JN&quot; term=&quot;%22Materials+%26+Manufacturing+Processes%22&quot;&gt;Materials &amp; Manufacturing Processes&lt;/searchLink&gt;. 2015, Vol. 30 Issue 1, p41-46. 6p.
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  Data: &lt;searchLink fieldCode=&quot;DE&quot; term=&quot;%22Injection+molding+of+metals%22&quot;&gt;Injection molding of metals&lt;/searchLink&gt;&lt;br /&gt;&lt;searchLink fieldCode=&quot;DE&quot; term=&quot;%22Metal+powders%22&quot;&gt;Metal powders&lt;/searchLink&gt;&lt;br /&gt;&lt;searchLink fieldCode=&quot;DE&quot; term=&quot;%22Statistical+correlation%22&quot;&gt;Statistical correlation&lt;/searchLink&gt;&lt;br /&gt;&lt;searchLink fieldCode=&quot;DE&quot; term=&quot;%22Fuzzy+expert+systems%22&quot;&gt;Fuzzy expert systems&lt;/searchLink&gt;&lt;br /&gt;&lt;searchLink fieldCode=&quot;DE&quot; term=&quot;%22Sintering%22&quot;&gt;Sintering&lt;/searchLink&gt;&lt;br /&gt;&lt;searchLink fieldCode=&quot;DE&quot; term=&quot;%22Rheology%22&quot;&gt;Rheology&lt;/searchLink&gt;
– Name: Abstract
  Label: Abstract
  Group: Ab
  Data: Metallic powder and binder mixing mechanism plays a vital role in the quality of molded parts in metal injection molding. The present study is intended for experimental and theoretical investigation of powder–binder mixing mechanism to investigate the functional correlation among mixing parameters and performance characteristics for different composition of feedstocks. Powder loading and shear rate are considered as input parameter. Fuzzy expert system is adopted to test the validity of the experimental results by analyzing different numerical error criteria using the viscosity as output with respect to input parameters. The mean relative error and correlation coefficient for typeAand typeBwere found to be 6.09% and 8.51% (&lt;10%) and 0.990 and 0.998, respectively. Hence the result indicates a reliable acceptability of the proposed amount of powder loading for feedstock preparation. [ABSTRACT FROM PUBLISHER]
– Name: AbstractSuppliedCopyright
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  Data: &lt;i&gt;Copyright of Materials &amp; Manufacturing Processes is the property of Taylor &amp; Francis Ltd and its content may not be copied or emailed to multiple sites without the copyright holder&#39;s express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.&lt;/i&gt; (Copyright applies to all Abstracts.)
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RecordInfo BibRecord:
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      – Type: doi
        Value: 10.1080/10426914.2014.930955
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 6
        StartPage: 41
    Subjects:
      – SubjectFull: Injection molding of metals
        Type: general
      – SubjectFull: Metal powders
        Type: general
      – SubjectFull: Statistical correlation
        Type: general
      – SubjectFull: Fuzzy expert systems
        Type: general
      – SubjectFull: Sintering
        Type: general
      – SubjectFull: Rheology
        Type: general
    Titles:
      – TitleFull: Experimental and Theoretical Investigation of Powder–Binder Mixing Mechanism for Metal Injection Molding.
        Type: main
  BibRelationships:
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      – PersonEntity:
          Name:
            NameFull: Hossain, Altab
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            NameFull: Choudhury, ImtiazAhmed
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            NameFull: Nahar, Nurun
      – PersonEntity:
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            NameFull: Hossain, Ismail
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            NameFull: Bin Mamat, Azuddin
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            – D: 01
              M: 01
              Text: 2015
              Type: published
              Y: 2015
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              Value: 10426914
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              Value: 30
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              Value: 1
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            – TitleFull: Materials & Manufacturing Processes
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