发明名称 Computer-Implemented Systems and Methods for Generating Generalized Fractional Designs
摘要 A method and system for creating a design plan to test a product characteristic are described. One or more factors, level corresponding to the factors, and partitions for testing the product characteristic are determined. For each partition, an active matrix is generated. The product characteristic can be tested at each partition using the levels for the factors specified by the corresponding active matrix.
申请公布号 US2015323512(A1) 申请公布日期 2015.11.12
申请号 US201414273669 申请日期 2014.05.09
申请人 MKS Instruments, Inc. 发明人 Vikström Ludvig;Vikström Conny;Johansson Erik;Hector Gustaf
分类号 G01N33/15 主分类号 G01N33/15
代理机构 代理人
主权项 1. A computer-implemented method for creating a design plan to test a product characteristic, the method comprising: determining, by a computing device, (i) a plurality of factors corresponding to different parameters for testing the product characteristic, (ii) a plurality of levels corresponding to different settings of each factor, and (iii) one or more partitions for testing the product characteristic; decomposing, by the computing device, the plurality of factors to generate a plurality of level sets, wherein each level set comprises zero or more levels assignable to each factor at each partition; generating, by the computing device, a plurality of orthogonal arrays by distributing elements of each matrix using at least one Latin square matrix, wherein (i) each orthogonal array corresponds to a partition and (ii) an element of each orthogonal array indexes a level set from the plurality of level sets produced from the decomposition; and performing, by the computing device, at each of the partitions, steps comprising: mapping each row of the corresponding orthogonal array to the plurality level sets to form a combination of level sets, wherein each row of the orthogonal array determines the formation of the combination by specifying the level sets to combine; andconcatenating the plurality of combinations of level sets generated from the rows of the orthogonal array to form an active matrix, wherein each row of the active matrix specifies a level of each of the plurality of factors for testing the product characteristic at the corresponding partition.
地址 Andover MA US