Mixture Design: Development of a Graphical User Interface for Determining Mixture Parameters

Laires A. Lima, Ana I. Pereira, C. Vaz, O. Ferreira
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引用次数: 0

Abstract

Predicting the performance of a mixture is crucial to designing experiences in product development and formulation research. In this work, an application, MDesign, is proposed to construct models in a mixture design with a practical, educational, and intuitive approach. Developed in MATLAB software, the standalone application aims to contribute to the study of mixtures through the definition of multivariate models of different orders, enabling their statistical analysis to verify the robustness of each of those models. Compared to the obtained results from other applications using data experiments published in the literature, the proposed application presents accurate results and good execution. MDesign can be considered an automatic, robust, and valuable tool to support the mixture design in an industrial context.
混合设计:用于确定混合参数的图形用户界面的开发
预测混合物的性能对产品开发和配方研究中的设计经验至关重要。在这项工作中,提出了一个应用程序,MDesign,以实用,教育和直观的方式在混合设计中构建模型。在MATLAB软件中开发的独立应用程序旨在通过定义不同阶的多元模型来研究混合物,使其统计分析能够验证每个模型的鲁棒性。与文献中发表的其他应用数据实验的结果相比,该应用结果准确,执行效果好。MDesign可以被认为是一个自动的、健壮的、有价值的工具,用于支持工业环境中的混合设计。
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