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首页> 外文期刊>Journal of Engineering & Applied Sciences >Multi-Objective Optimization to Improve Surface Integrity in WEDM of AL/WCp Metal Matrix Composites Using Grey Relational Analysis
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Multi-Objective Optimization to Improve Surface Integrity in WEDM of AL/WCp Metal Matrix Composites Using Grey Relational Analysis

机译:使用灰色关系分析改善基于Al / WC P 金属基复合材料的WEDM表面完整性的多目标优化

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Demand for low weight to strength ratio for specific application in aerospace components and automobile created a field for advance studies on Metal Matrix Composites (MMCs). The main response selected to evaluate the processes are White Layer Thickness (WLT) and Surface Crack Density (SCD) whereas the corresponding machining conditions are discharge current (I _( p ) ), Voltage (V), pulse on Time (T _( on ) ) and pulse off Time (T _( off ) ). Wire Electrical Discharge Machining (WEDM) process is principally with multi response, thus, Grey Relational Analysis (GRA) is especially adopted to decide the optimum combination of machining parameters of Al6061 reinforced with volume fraction of 10% WC _( p ) . Design of experiments was carried out based on a standard L _( 27 ) orthogonal array of Taguchi method. Minitab16 Software was performed to analyze the results obtained from experimental runs at confidence level 95%. For the present experimental study, it is observed that WLT and SCD are mainly affected by all process parameters except T _( off ) has little effect on the SCD. The values corresponding to the response parameters were calculated using mathematical formulas and confirmed by the verification experiment. The values of confirmation tests, all being found to be quite satisfactory (10.92% in the worst case), prove the efficacy and reliability of the suggested approach.
机译:在航空航天部件和汽车中特定应用的低重量对强度比的需求为金属基复合材料(MMC)进行了先进研究的领域。选择评估过程的主要响应是白色层厚度(WLT)和表面裂纹密度(SCD),而相应的加工条件是放电电流(I _(P)),电压(V),脉冲接通时间(T _( ON))和脉冲关闭时间(t _(关闭))。电线电气放电加工(WEDM)工艺主要具有多响应,因此特别采用灰色关系分析(GRA)来决定以10%WC _(P)的体积分数增强的AL6061加工参数的最佳组合。基于标准L _(27)的Taguchi方法阵列进行实验设计。 MinitAb16软件进行了分析从置信水平95%的实验运行获得的结果。对于目前的实验研究,观察到WLT和SCD主要受到除T _(OFF)的所有工艺参数影响的影响,除了SCD几乎没有影响。使用数学公式计算对应于响应参数的值,并通过验证实验证实。确认测试的值,所有这些都被发现是非常令人满意的(最坏情况下的10.92%),证明了建议方法的功效和可靠性。

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