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Design optimisation of aluminium recycling processes using Taguchi technique

机译:使用田口技术优化铝回收工艺的设计

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摘要

In this paper, a robust design method is developed for reducing cost and improving quality in aluminium recycling. An experimental investigation into the process parameter effects is presented to determine the optimum configuration of design parameters for performance, quality and cost. The Taguchi method is applied initially to plan a minimum number of experiments. Orthogonal array techniques are used to investigate the simultaneous variation of several parameters and the investigation of interactions between parameters. Matrix experiments using standard L4 and L9 orthogonal arrays are employed to evaluate the effects of parameters in recycling of aluminium dross and scrap materials. A statistical analysis of signal-to-noise ratio is followed by performing an analysis of variance (ANOVA), in order to estimate the optimum levels and determine the relative magnitude of the effect of various factors. Finally, a historical data analysis based on the response surface methodology is carried out using a Taguchi orthogonal analysis. Experimental results are shown for an L18 orthogonal array illustrating a good agreement between the optimum factor levels suggested by the signal-to-noise ratios and those obtained from the response surfaces.
机译:在本文中,开发了一种鲁棒的设计方法以降低成本并提高铝回收的质量。提出了对过程参数影响的实验研究,以确定性能,质量和成本方面设计参数的最佳配置。 Taguchi方法最初用于计划最少数量的实验。正交阵列技术用于研究几个参数的同时变化以及参数之间相互作用的研究。使用标准L4和L9正交阵列进行的矩阵实验用于评估铝渣和废料回收中参数的影响。对信噪比进行统计分析后,再进行方差分析(ANOVA),以估算最佳水平并确定各种因素影响的相对大小。最后,使用田口正交分析进行基于响应面方法的历史数据分析。显示了L18正交阵列的实验结果,说明了信噪比建议的最佳因子水平与从响应表面获得的最佳因子水平之间的良好一致性。

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