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Using the Taguchi design and Central Composite Design to increase the robustness of a process from its raw material variability.

机译：使用Taguchi设计和Central Composite Design从原材料的可变性提高过程的稳定性。

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This research presents an experimental study where four controllable and one noise factor are analyzed using the Taguchi approach and the Central Composite Design (CCD) in order to induce robustness in a process that is being designed to treat residual grease from small restaurants. Three response variables are analyzed separately to establish the parameters conditions to obtain the most robust process output. These suggested conditions are validated conducting confirmation runs that are compared statistically to the predictions from the Taguchi prediction model for the Taguchi approach, and the Response optimizer for the CCD. The accuracy of each method is measured as a percentage of predictions that can not be declared statistically different from the confirmation runs samples. The data analysis indicates that the Taguchi approach has a 100% accuracy level to predict robust responses while the Central Composite Design reports a 25% of accuracy.

机译：这项研究提出了一项实验研究，其中使用Taguchi方法和中央复合设计（CCD）分析了四个可控因素和一个噪声因素，目的是在旨在处理小餐馆残留油脂的过程中增强鲁棒性。分别分析三个响应变量以建立参数条件，以获得最可靠的过程输出。对这些建议的条件进行了验证，并将其与Taguchi方法的Taguchi预测模型和CCD的Response Optimizer的预测进行统计比较，以确认运行。每种方法的准确性均以预测值的百分比来衡量，该预测值不能与确认运行样本在统计上宣布为差异。数据分析表明，Taguchi方法具有100％的准确度水平来预测稳健的响应，而Central Composite Design报告的准确度为25％。

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作者
Cuevas Salcido, Alvaro.;
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作者单位

The University of Texas at El Paso.;

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授予单位 The University of Texas at El Paso.;
学科 Engineering Industrial.;Environmental Sciences.
学位 M.S.
年度 2009
页码 182 p.
总页数 182
原文格式 PDF
正文语种 eng
中图分类一般工业技术;环境科学基础理论;
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入库时间 2022-08-17 11:38:24

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Using the Taguchi design and Central Composite Design to increase the robustness of a process from its raw material variability.

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