Visual interpretation of technological processes of sugar production using Chernoff face method
Keywords:
decision support system, intelligent visualization, STATISTICA packageAbstract
Background. Identify the general trend of performance parameters of the separation purification of juice in sugar manufacture, to find and interpret regularities in the set of multivariate data through a visual representation of multidimensional data by the method of cognitive intellectual visualization Chernoff face in the STATISTICA package.
Material and methods. Approbation material are methods and approaches with intelligent visualizations that are offered to be used at food enterprises in the framework of decision support. It is planned to analyze using the method of Chernoff face in the work of the division of sugar plant of juice purification branch.
Results. It was found that using the proposed method of data visualization of technological process will allow decision-makers detect deviations, to quickly assess the situation by comparing the visual image data. It will contribute to effective decision making.
Conclusion. The application of intelligent visualization into the production process as a support tool of managerial decision-making is appropriate and has the perspective from the point of view of improving the system of production management and control.
References
Basjuk T. M. Osnovni pidhody do pobudovy programnyh zasobiv vizualizacii' danyh / T. M. Basjuk // Informacijni systemy ta merezhi. — L. : Nac. un-t "L'vivs'ka politehnika". — 2008. — № 631. — S. 3—10.
Chernoff H. The use of faces to represent points in k-dimensional space graphically / H. Chernoff // Journal of American Statistical Association. — 1973. — N 68. — P. 361—368.
Michi D. Komp'juter-tvorec / D. Michi, R. Dzhonston. — M. : Mir, 1987. — S. 142—145.
Pospelov D. A. Situacionnoe upravlenie. Teorija i praktika / D. A. Pospelov. — M. : Nauka, 1986. — 284 s.
Zenkin A. A. Kognitivnaja komp'juternaja grafika / A. A. Zenkin ; red. D. A. Pospelov. — M. : Nauka, 1991. — 192 s.
Graphical Representation of Multivariate Data by Means of Asymmetrical Faces (by Bernard Flury and Hans Riedwyl). — Rezhym dostupu : http://www.Jstor.org/stabl/2287565.
Bashmakov A. I. Intellektual'nye informacionnye tehnologii / A. I. Bashmakov, I. A. Bashmakov. — M. : Izd-vo MGTU im. N. Je. Baumana, 2005. — 304 s.
Gorohov V. L. Sovremennye metody kognitivnoj vizualizacii mnogomernyh dannyh / V. L. Gorohov, A. A. Luk'janec, A. G. Chernov. — Tomsk : NTL, 2007. — 215 s.
Borovikov V. STATISTICA: iskusstvo analiza dannyh na komp'jutere. Dlja professionalov / V. Borovikov. — SPb. : Piter, 2003. — 688 s.
Chadeeva M. Graficheskij analiz dannyh v sisteme STATISTICA. — Rezhym dostupa : http://www.osp.ru/os/1999/05-06/179828/.
Vitvic'kyj V. D. Rishennja zadach operatyvnogo obliku v ASUTP diljanok cukroburjakovogo vyrobnyctva / V. D. Vitvic'kyj, Ju. M. Skakovs'kyj // Nauk. pr. ONAHT. — 2004. — Vyp. 27. — S. 213—221.