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Influence of process parameters on the properties of austempered ductile iron (ADI) examined with the use of data mining methods

D. Wilk-Kołodziejczyk ; Foundry Research Institute, Krakow, Poland, AGH University of Science and Technology, Krakow, Poland
B. Mrzygłód ; AGH University of Science and Technology, Krakow, Poland
K. Regulski ; AGH University of Science and Technology, Krakow, Poland
I. Olejarczyk-Wożeńska ; AGH University of Science and Technology, Krakow, Poland
K. Jaśkowiec ; Foundry Research Institute, Krakow, Poland

Puni tekst: engleski, pdf (163 KB) str. 849-851 preuzimanja: 469* citiraj
APA 6th Edition
Wilk-Kołodziejczyk, D., Mrzygłód, B., Regulski, K., Olejarczyk-Wożeńska, I. i Jaśkowiec, K. (2016). Influence of process parameters on the properties of austempered ductile iron (ADI) examined with the use of data mining methods. Metalurgija, 55 (4), 849-851. Preuzeto s https://hrcak.srce.hr/157481
MLA 8th Edition
Wilk-Kołodziejczyk, D., et al. "Influence of process parameters on the properties of austempered ductile iron (ADI) examined with the use of data mining methods." Metalurgija, vol. 55, br. 4, 2016, str. 849-851. https://hrcak.srce.hr/157481. Citirano 09.12.2019.
Chicago 17th Edition
Wilk-Kołodziejczyk, D., B. Mrzygłód, K. Regulski, I. Olejarczyk-Wożeńska i K. Jaśkowiec. "Influence of process parameters on the properties of austempered ductile iron (ADI) examined with the use of data mining methods." Metalurgija 55, br. 4 (2016): 849-851. https://hrcak.srce.hr/157481
Harvard
Wilk-Kołodziejczyk, D., et al. (2016). 'Influence of process parameters on the properties of austempered ductile iron (ADI) examined with the use of data mining methods', Metalurgija, 55(4), str. 849-851. Preuzeto s: https://hrcak.srce.hr/157481 (Datum pristupa: 09.12.2019.)
Vancouver
Wilk-Kołodziejczyk D, Mrzygłód B, Regulski K, Olejarczyk-Wożeńska I, Jaśkowiec K. Influence of process parameters on the properties of austempered ductile iron (ADI) examined with the use of data mining methods. Metalurgija [Internet]. 2016 [pristupljeno 09.12.2019.];55(4):849-851. Dostupno na: https://hrcak.srce.hr/157481
IEEE
D. Wilk-Kołodziejczyk, B. Mrzygłód, K. Regulski, I. Olejarczyk-Wożeńska i K. Jaśkowiec, "Influence of process parameters on the properties of austempered ductile iron (ADI) examined with the use of data mining methods", Metalurgija, vol.55, br. 4, str. 849-851, 2016. [Online]. Dostupno na: https://hrcak.srce.hr/157481. [Citirano: 09.12.2019.]

Sažetak
The article presents opportunities offered by the data mining analysis as applied to studies of the effect of process parameters on the mechanical properties of ADI. The applied methods of regression trees and cluster analysis allow for the detection of relationships between parameters and also allow determination of strength and form of the impact of different factors. The results of this study allow the creation of knowledge bases for systems supporting the decision-making process in technology.

Ključne riječi
ADI; mechanical properties; temperature; data mining; cluster analysis

Hrčak ID: 157481

URI
https://hrcak.srce.hr/157481

Posjeta: 574 *