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An efficient approach of multi response optimization in Taguchi method (A case study on Gasoline production of Isfahan oil refining company)

机译:Taguchi方法中多响应优化的一种有效方法(以伊斯法罕炼油公司的汽油生产为例)

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In this paper, an attempt has been made to present an efficient approach for multi response optimization in Taguchi method. In this approach, best weight for each response is achieved by objectives that ensure maximization of both weighted normalized S/N ratios (WNSN) and minimum weighted SN ratios in each treatment. Using a sensible weight calculation to highlight treatments which have important role in total aggregation of WNSN and highest minimum value of WNSN among others is a important point in this paper, whereas In the prior studies, weights of SN ratio for each response are determined achieving the maximum weighted SN ratio that do not consider WNSN deviations. For this purpose, weight calculation model, the regression analysis and analysis of variance (ANOVA) are used to compute the weights, predict the relation model and clarify the effective terms, respectively. Finally, a case study for optimizing Gasoline production process is surveyed and results show improvement in real experiments.
机译:在本文中,已经尝试提出一种在田口方法中进行多响应优化的有效方法。在这种方法中,每个目标的最佳权重是通过确保在每次治疗中最大化加权标准化S / N比(WNSN)和最小加权SN比的目标来实现的。在本文中,重要的一点是使用合理的权重计算来突出显示在WNSN的总聚集和WNSN的最高最小值中起重要作用的治疗,而在先前的研究中,确定每种反应的SN比的权重以实现不考虑WNSN偏差的最大加权SN比。为此,分别使用权重计算模型,回归分析和方差分析(ANOVA)来计算权重,预测关系模型并阐明有效项。最后,调查了优化汽油生产过程的案例研究,结果表明在实际实验中有所改进。

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