Computer Advisory System in the Domain of Cooper Alloys Manufacturing

• Autorzy: Wilk-Kołodziejczyk D. , Kluska-Nawarecka S. , Rojek G. , Regulski K.

Identyfikatory

DOI

10.1515/afe-2015-0064

• Języki publikacji: EN

Abstrakty

EN

The main scope of the article is the development of a computer system, which should give advices at problem of cooper alloys manufacturing. This problem relates with choosing of an appropriate type of bronze (e.g. the BA 1044 bronze) with possible modification (e.g. calcium carbide modifications: Ca + C or CaC₂) and possible heat treatment operations (quenching, tempering) in order to obtain desired mechanical properties of manufactured material described by tensile strength - R_m, yield strength - R_p0.2 and elongation - A₅. By construction of the computer system being the goal of presented here work Case-based Reasoning is proposed to be used. Case-based Reasoning is the methodology within Artificial Intelligence techniques, which enables solving new problems basing on experiences that are solutions obtained in the past. Case-based Reasoning also enables incremental learning, because every new experience is retained each time in order to be available for future processes of problem solving. Proposed by the developed system solution can be used by a technologist as a rough solution for cooper alloys manufacturing problem, which requires further tests in order to confirm it correctness.

Słowa kluczowe

EN

copper alloy; bronze; modification; quenching; tempering; cased based reasoning

PL

stop miedzi; brąz; modyfikacja; hartowanie; odpuszczanie

• Wydawca: Komisja Odlewnictwa Polskiej Akademii Nauk Oddział w Katowicach
• Czasopismo: Archives of Foundry Engineering
• Rocznik: 2015
• Tom: Vol. 15, iss. 3
• Strony: 77--80
• Opis fizyczny: Bibliogr. 5 poz., rys.

Twórcy

autor

Wilk-Kołodziejczyk D.

• AGH University of Science and Technology, A. Mickiewicza 30, Krakow, Poland; Foundry Research Institute, Zakopianska 73, Krakow, Poland

autor

Kluska-Nawarecka S.

• Foundry Research Institute, Zakopianska 73, Krakow, Poland

autor

Rojek G.

• AGH University of Science and Technology, A. Mickiewicza 30, Krakow, Poland

autor

Regulski K.

• AGH University of Science and Technology, A. Mickiewicza 30, Krakow, Poland

Bibliografia

• [1] Kluska-Nawarecka, S., Górny, Z., Mrzygłód, B., Wilk-Kołodziejczyk, D. & Regulski, K. (2010). Methods of development fuzzy logic driven decision-support models in copper alloys processing. Archives of Foundry Engineering. 10(spec. 1), 23-28.
• [2] Górny, Z., Kluska-Nawarecka, S. & Saja, K. (2012). Effect of calcium carbide modification on the mechanical properties of BA 1044 bronze. Transactions of Foundry Research Institute. 52(4), 177-188.
• [3] Aamodt, A. & Plaza, E. (1994). Case-Based Reasoning: Foundational Issues, Methodological Variations, and System Approaches. AI Communications. 7(1), 39-59.
• [4] Atanassov, A. & Antonov, L. (2012). Comparative analysis of case based reasoning software frameworks jcolibri and mycbr, Journal of the University of Chemical Technology & Metallurgy. 47(1), 83-90.
• [5] Bergmann, R., Althoff, K.D., Minor, M., Reichle, M. & Bach, K. (2009). Case-based reasoning – introduction and recent developments. Kunstliche Intelligenz: Special Issue on Case-Based Reasoning. 23(1), 5-11.