Using historical data analysis in problems of mixtures

Babić, Anita and Cajner, Hrvoje and Šakić, Nikola (2010) Using historical data analysis in problems of mixtures. = Using historical data analysis in problems of mixtures. In: 2nd International Scientific Conference Management of Technology - Step to Sustainable Production, 02-04.06.2010., Rovinj; Croatia.

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Lots of modern product materials are made as a mixture which consists of more significant components. The reason of mixing components is to achieve optimal properties of product. The result of product properties isn’t only because of main effects but the interactions between components. The crucial part of mixing components is a proportion of components. It can be assumed that by varying the composition through the changing of ingredient proportions, the properties of the product will vary or change also. The functional relation between observed properties of product and specific proportion in mixture can be obtained by conducting experiments with mixtures. Sometimes when the production is already started and there is a need for either control or adjusting the properties instead of using predefined experiment model we can use historical data. The paper will present the historical data analysis as a proper statistical analysis which can gives adequate results faster and cheaper than conducting predefined experiment model.

Item Type: Conference or Workshop Item (Lecture)
Keywords (Croatian): experiments; DOE; mixture; historical data; statistical analysis
Subjects: TECHNICAL SCIENCE > Mechanical Engineering
Divisions: 700 Department of Industrial Engineering > 720 Chair of Production Control
Indexed in Web of Science: No
Indexed in Current Contents: No
Date Deposited: 06 Jul 2015 08:57
Last Modified: 08 Mar 2018 12:35

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