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Machining analysis of natural fibre reinforced composites using fuzzy logic

机译:采用模糊逻辑的天然纤维增强复合材料的加工分析

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In this work, a new composite plate with natural jute fibre as the reinforcement fibres and isophthalic polyester as the resin was manufactured and subjected to a series of end milling operation by changing three input factors namely speed, feed rate and depth of cut. During each operation, the output responses namely thrust force and torque were measured. The responses were analyzed using Taguchi method to examine the relation between the input factors and output responses, and also to know the most influencing factors on the responses. The data was also analyzed using fuzzy rule model for prediction of responses for a range of input factors. The results showed that all three factors chosen have significant effect on the responses. The fuzzy model data in comparison with the experimental values shows only a marginal error and hence the prediction was highly satisfactory.
机译:在这项工作中,通过改变三个输入因子即速度,进料速率和切割深度,制造具有天然黄麻纤维的新型复合板作为增强纤维和中间晶片聚酯,并通过速度,进料速率和切割深度进行一系列终端研磨操作。 在每次操作期间,测量输出响应即表示推力和扭矩。 使用Taguchi方法分析响应来检查输入因素和输出响应之间的关系,以及了解对响应的影响最大的因素。 还使用模糊规则模型分析数据,以预测一系列输入因子的响应。 结果表明,所选择的所有三种因素对响应具有显着影响。 与实验值相比的模糊模型数据仅显示了边际误差,因此预测非常令人满意。

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