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  • 标题:Fuzzy Modeling of Thermoplastic Composites' Melt Volume Rate
  • 其他标题:Fuzzy Modeling of Thermoplastic Composites' Melt Volume Rate
  • 作者:Johanyák, Zsolt Csaba
  • 期刊名称:COMPUTING AND INFORMATICS
  • 印刷版ISSN:1335-9150
  • 出版年度:2013
  • 卷号:32
  • 期号:4
  • 页码:845-857
  • 语种:English
  • 出版社:COMPUTING AND INFORMATICS
  • 摘要:Melt volume-flow rate (MVR) is one of the most important quality indicators of composite materials, which depends on the proportion of the component materials. This paper reports the development of a low complexity fuzzy model that describes the relation between percentage amount of multiwall carbon nanotube (MWCNT), acrylonitrile-butadiene-styrene (ABS), polycarbonate (PC) and MVR of the resulting composite. The rule base was generated from a sample data set obtained from experiments by the rule base extension using default set shapes (RBE-DSS) method, and the applied fuzzy inference technique was the least squares method based fuzzy rule interpolation (LESFRI). The resulting model was validated against a separate test data set as well, and it was compared to a fuzzy model generated by a traditional commercial software tool.
  • 关键词:Melt volume rate; fuzzy modeling; LESFRI; RBE-DSS;68T37; 03B52; 03E72
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