Structural modeling of the production quality as a multidimensional object of measurement and control
DOI:
https://doi.org/10.15587/2312-8372.2015.41541Keywords:
product quality, multi-dimensional, structural modeling, process of quality evaluation, information supportAbstract
The structural-analytical models of product quality as a multidimensional process of evaluation, measurement and control are developed. The product quality is represented as a multi-factor, multi-criteria and multi-parameter estimation object. This structural formalization of quality demonstrates the multidimensional qualities: comprehensiveness due to a set of environmental factors; multicriteriality due collectively evaluated quality criteria; multiparameter information models that describe the relationship between the factors and evaluated criteria. The developed models allow us to establish the relationship between the structural elements of the formation of the product quality.
The advantages of neural network modeling to quantify and data quality assurance are proved. Using the level of formality of quality control processes based on advanced intelligent technologies allows creating a computational and experimental base of automated problem solving of information quality and reducing the cost of development, testing and manufacture of product.
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