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论文类型：期刊论文

发表时间：2012-06-01

发表刊物：International Journal of Industrial and Systems Engineering

收录刊物：EI、Scopus

卷号：11

期号：4

页面范围：331-349

ISSN号：17485037

摘要：In the production of the assembly product with specific performance requirements, it will be of great significance to study how to determine the range of geometrical parameters of the product components in the product design. Due to the effect of various factors in the processing, characteristics of assembly product and geometric parameters affect characteristics typically have a range of permitted tolerances, namely, with a certain uncertainty, so the key is to study the interval prediction model between the characteristics and geometric parameters of the assembly product. In this study, an interval prediction model was proposed based on rough set theory and support vector interval regression networks. To illustrate the applicability and capability of the developed model, a specific hydraulic valve production was selected as a case study. The experimental results showed that the model can perfectly fit the interval corresponding relationship between the product characteristics and geometric parameters. ? 2012 Inderscience Enterprises Ltd.