Response surface methodology (RSM) refers to experimental designs for optimizing or developing processes, initially in manufacturing. In this paper, a new method is presented and an algorithm is implemented that modifies the axial part in a central composite design to achieve a good D-value and efficiency. The new designs are suitable for sequential experimentation. In comparison with known designs in the same class, the new designs are tested and found to have better D-values on a range of factors. With this new approach, efficient orthogonal designs for response surface methodology were generated for a number of parameters that were previously impossible to construct. The new generated designs and their comparison with known designs from the literature are presented in tables for practitioners’ use.

中文翻译：

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一类新的二阶响应曲面设计


响应面方法 (RSM) 是指最初在制造过程中优化或开发工艺的实验设计。本文提出了一种新方法并实现了一种算法，该算法修改中心复合材料设计中的轴向零件，以获得良好的 D 值和效率。新设计适合顺序实验。与同类已知设计相比，新设计经过测试，发现在一系列因素上具有更好的 D 值。通过这种新方法，可以为以前无法​​构建的许多参数生成响应面方法的有效正交设计。新生成的设计及其与文献中已知设计的比较以表格形式呈现，供从业者使用。