Analysis of the process-technology bases for the optimization of processes

At the research symposium of the group Impol on November 21st 2012 we presented the Analysis of the process-technology bases for the optimization of processes with IMB's SPSS technology.

 

Modeling is becoming a more and more popular tool for analyzing and optimization of production processes as this method of work provides for cheaper and foremost faster alternative to testing on real processes or machines. Optimization of production processes increases productivity, improves the product quality and lowers production costs.

SPSS Modeler is a comprehensive product in the field of artificial intelligence with advanced analytical tools for obtaining knowledge on the process from the existent data. By identifying causes of variations and problems we better understand the process and connections between parameters. However, despite efficient analytical tool the analysis does not offer real value without consolidated and structured data and we can always be doubtful of the result. Only consolidated and properly mapped data, being the basis for technology cubes and technology analysis, contribute to added value.

As an example the building of models on data bases of the company Impol is shown. As an alternative approach to physical modeling models are built for searching the connections between the chemical composition of the EN AW-6082 alloy (internal code SAC3) and its mechanical characteristics. With models of neural networks it is shown that the company Impol can develop a model for assessing final mechanical characteristics as a function of process parameters. In this way, the optimization of process regarding productivity and quality is enabled.

Used technology: IBM SPSS

Media contact

 
Phone: 02 805 56 55
 
E-mail: This email address is being protected from spambots. You need JavaScript enabled to view it.
LinkedIn - Facebook - Twitter

About us

We aim to provide information services, which make your business more efficient and friendlier to your partners and employees.. More ...

Contact

Alcad d.o.o.
Mroževa ulica 5
SI-2310 Slovenska Bistrica

Phone: + 386 2 80 55 655
Fax: + 386 2 80 55 665
E-mail: This email address is being protected from spambots. You need JavaScript enabled to view it.

Connect with us

Stay up-to-date with new developments at Alcad.

Newsletter

Register for Alcad's quarterly newsletter. Enter your e-mail address. We will send you a selection of high quality professional and current business content four times a year.

Spletna stran uporablja piškotke. Ti omogočajo boljše delovanje strani in poenostavljajo njeno uporabo. Podrobne informacije..

  Sprejemam piškotke.
EU Cookie Directive Module Information