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- Article name
- SIMULATION MODELING AND PARAMETERS OPTIMIZATION OF MANUFACTURING PROCESS USING MULTIRESPONSE REGRESSION MODELS
- Authors
- Popov S. А., , stanislav.popov@novsu.ru, Yaroslav-the-Wise Novgorod State University (NovSU), Velikiy Novgorod, Russia
Galaktionov N. В., , , Yaroslav-the-Wise Novgorod State University (NovSU), Velikiy Novgorod, Russia
- Keywords
- multiresponse regression model / simulation model / vector optimization
- Year
- 2012 Issue 4 Pages 53 - 56
- Code EDN
- Code DOI
- Abstract
- A procedure of building of multiresponse regression model and its application for vector optimization of manufacturing process parameters are described. A practical algorithm of determination of the set of Pareto optimal output parameters and a solution of the reverse optimization problem were proposed. The results of natural experiments were obtained by means of simulation model. The approach presented was used for optimization of design parameters of grinding head for plane grinding.
- Text
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