Computer advisory system in the domain of cooper alloys manufacturing
PBN-AR
Instytucja
Wydział Inżynierii Metali i Informatyki Przemysłowej (Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie)
Informacje podstawowe
Główny język publikacji
EN
Czasopismo
Archives of Foundry Engineering
ISSN
1897-3310
EISSN
2299-2944
Wydawca
Polish Academy of Sciences. Commission of Foundry Engineering
Rok publikacji
2015
Numer zeszytu
3
Strony od-do
77--80
Numer tomu
15
Link do pełnego tekstu
Identyfikator DOI
Liczba arkuszy
0.3
Autorzy
Pozostali autorzy
+ 1
Słowa kluczowe
EN
bronze
modification of cooper alloy
quenching and tempering of cooper alloy
cased-based reasoning
cooper alloy
Streszczenia
Język
EN
Treść
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 CaC<sub>2</sub>) and possible heat treatment operations (quenching, tempering) in order to obtain desired mechanical properties of manufactured material described by tensile strength - R<sub>m</sub>, yield strength - R<sub>p0.2</sub> and elongation - A<sub>5</sub>. 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.
Cechy publikacji
original article
peer-reviewed
Inne
System-identifier
idp:090186