Application of logical decision trees and multiplicative multiple regression in simulation of importance rank of design and service parameters

• Autorzy: Partyka M. A. , Łuszczyna R.
• Języki publikacji: EN

Abstrakty

EN

The paper presents a detailed analysis of the importance rank of design and service parameters of machine systems. Exemplary nominal measuring data for an impeller-propeller pump were used for the presentation of the algorithm which integrates logical decision trees and the method of multiple regression analysis. Adequacy of the product value of the correlation coefficient RI of the multiplicative equation of multiple regression and the optimum decision logical tree for the given system of parameters are considered.

Słowa kluczowe

EN

logical decision trees; importance rank of parameters; multiplicative multiple regression

PL

logiczne drzewa decyzyjne; ważność parametrów; wielokrotna regresja

• Wydawca: Oficyna Wydawnicza Uniwersytetu Zielonogórskiego
• Czasopismo: International Journal of Applied Mechanics and Engineering
• Rocznik: 2010
• Tom: Vol. 15, no 3
• Strony: 811--819
• Opis fizyczny: Bibliogr. 8 poz., rys., tab.

Twórcy

autor

Partyka M. A.

autor

Łuszczyna R.

• Department of Mechanics and Machine Design Faculty of Mechanics, Opole University of Technology 45-271 Opole, ul. S. Mikołajczyka 5, POLAND,

Bibliografia

• Krzyżak A., Partyka M. A. and Łuszczyna R. (2009): Tree classifier transformations in the models of multiple regression. – XXXVIII Conf. of Mathem. Applications, Polish Academy of Sciences, Zakopane 2009; Institute of Mathem. Polish Academy of Sciences, Warszawa.
• Łuszczyna R. and Partyka M.A. (2008): Standarization of measuring data in tests of the importance rank of design-service parameters of machine systems using logical decision trees. – Surface Mining 4–5/2008.
• Partyka M.A. (2004): Discrete optimization of the impeller-propeller pump in the turbine motion – application of multiple-valued logical trees. – Drives and Control 1/2004.
• Partyka M.A. and Łuszczyna R. (2009): Decisive analysis of accuracy of determination of importance rank of design and service parameters of the impeller-propeller pump in turbine motion. – Inter. Conf. of Hydr. and Pneum. Drives and Control 2009; Wrocław; Main Bard of the Polish Soc. of Mech. Eng., Centre of Staff Teach. of the Polish Soc. of Mech. Eng., Hydr. and Pneum. J.
• Partyka M.A. and Łuszczyna R. (2010): Analysis of assessment of importance rank of design and service parameters of machine systems using model of multiple regression. – Conf. Computer-Integrated Management, Zakopane 2010; Polish Society of Production Management, Opole.
• Partyka M.A., Sojka M. and Grabowski C. (2005): Tree analysis of importance rank of design and service parameters – exemplary design of the impeller-propeller pump. – Drives and Control 12/2005.
• Partyka M.A., Łuszczyna R. and Sojka M. (2009): Management of design – exemplary optimization of the impeller-propeller pump in turbine motion including interpolation of the measuring data. – Conf. Computer-Integrated Management, Zakopane 2009; Polish Society of Production Management, Opole.
• Zarzycki M. and Rduch J. (2001): Test results of the impeller-propeller pump in turbine motion. – Confer. TRANSHYDRO 2001; Szklarska Poręba 2001; Faculty of Mech., Wrocław University of Technology; Wrocław.