封堵OMARS设计和最终筛分设计

IF 2.6 2区 工程技术 Q2 ENGINEERING, INDUSTRIAL Journal of Quality Technology Pub Date : 2023-05-03 DOI:10.1080/00224065.2023.2196035
José Núñez Ares, P. Goos
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引用次数: 0

摘要

正交最小混叠响应面(OMARS)设计族包括传统的响应面设计,如中心复合设计和Box-Behnken设计,以及确定筛选设计。OMARS设计的主要特点是它们与主效应正交,主效应完全不与任何双因素相互作用效应或任何二次效应混叠。在本文中,我们提出了一种方法,将一个OMARS设计的运行安排在大小相等的块中,使主效应可以独立于块进行估计,并且交互效应和二次效应尽可能少地与块混淆。我们的研究表明,我们的新的封堵OMARS设计方法在选择钻进次数、封堵块数量和封堵块大小方面提供了很大的灵活性,并且通常优于文献和商业软件中可用的明确筛选设计的封堵安排。
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Blocking OMARS designs and definitive screening designs
Abstract The family of orthogonal minimally aliased response surface or OMARS designs comprises traditional response surface designs, such as central composite designs and Box-Behnken designs, as well as definitive screening designs. Key features of OMARS designs are the facts that they are orthogonal for the main effects and that the main effects are not at all aliased with any two-factor interaction effect or with any quadratic effect. In this article, we present a method to arrange the runs of an OMARS design in blocks of equal size, so that the main effects can be estimated independently from the blocks, and the interaction effects and the quadratic effects are confounded as little as possible with the blocks. We show that our new method for blocking OMARS designs offers much flexibility when it comes to choosing the number of runs, the number of blocks and the block sizes, and that it often outperforms the blocking arrangements of definitive screening designs available in the literature and in commercial software.
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来源期刊
Journal of Quality Technology
Journal of Quality Technology 管理科学-工程:工业
CiteScore
5.20
自引率
4.00%
发文量
23
审稿时长
>12 weeks
期刊介绍: The objective of Journal of Quality Technology is to contribute to the technical advancement of the field of quality technology by publishing papers that emphasize the practical applicability of new techniques, instructive examples of the operation of existing techniques and results of historical researches. Expository, review, and tutorial papers are also acceptable if they are written in a style suitable for practicing engineers. Sample our Mathematics & Statistics journals, sign in here to start your FREE access for 14 days
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