کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
10407365 892946 2013 12 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A hybrid approach for multi-response optimization of non-conventional machining on AlSiCp MMC
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی کنترل و سیستم های مهندسی
پیش نمایش صفحه اول مقاله
A hybrid approach for multi-response optimization of non-conventional machining on AlSiCp MMC
چکیده انگلیسی
In this study, investigation on machinability characteristic of aluminum silicon carbide composite on electrical discharge machine is carried out. The composites are prepared through powder metallurgy route. The influence of four machining parameters (discharge current, pulse duration, duty cycle, and flushing pressure) and two material parameters (weight fraction of silicon carbide in the composite and mesh size) on selected responses are studied. The responses considered, in this work, are material removal rate, tool wear rate, surface roughness and circularity. In actual machining application, it is desirable to find a parametric combination that leads to simultaneous optimization of all the responses. Classical Taguchi method can optimize a single response but not multiple responses. In order to simultaneously optimize multiple responses, a hybrid approach combining principal component analysis (PCA) and fuzzy inference system is coupled with Taguchi method. The influence of each parameter on the responses is established using analysis of variances (ANOVA) at 5% level of significance. It is found that pulse duration, duty cycle, discharge current and flushing pressure contribute significantly to the multiple performance characteristic index. The four responses at optimal parameter setting have been reported.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Measurement - Volume 46, Issue 9, November 2013, Pages 3581-3592
نویسندگان
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