Czasopismo | INŻYNIERIA MATERIAŁOWA | Rocznik 2010 - zeszyt 3

The application of artificial neural networks in designing single-segment processes of vacuum carburizing

nr katalogowy: 52776

Today’s rapid technical progress of civilization and growing expectations of consumers forces equally fast development in all branches of the mechanical industry. It also concerns thermochemical treatment, in which traditional gas carburization is superseded by a modern technology of vacuum carburization . The reason for such a state of being is the high potential of carburizing atmospheres of vacuum carburization processes, which reduces both the time and costs of treatment of thermally improved machine parts. Nowadays, universal vacuum furnaces constitute basic technological equipment of state-of-the-art hardening plants as well as corporate divisions in charge of thermal treatment in the aviation, automotive, tool making and machine construction industries. However, as opposed to gas carburization, vacuum carburization is a much more complex process, which makes treatment with the use of this method more difficult to control, and hence, enforces more intensified control over the whole technological process. Therefore, in recent years, we have been observing increased demand for computer-aided tools (simulators) used to design and simulate these processes. A precise simulator requires an accurate model of a particular phenomenon simulated, which will be the core of its calculations; however, building such an accurate mathematical model is not always possible or affordable. The application of the artificial intelligence method, in particular artificial neural networks, is one of the ways to simulate the process of carburization without the necessity of creating a mathematical model [1, 11]. The following paragraphs briefly describe the essence and objectives of research on the possibility of applying artificial neural networks in the technology of vacuum carburization, the architecture of a sample neural network that achieves this goal and examples of vacuum carburization processes and single-segment processes meeting [...]

Jeśli masz wykupiony/przyznany dostęp - zaloguj się. Skorzystaj z naszych propozycji zakupu!

Publikacja


e-Publikacja (format pdf) - nr 52776 "The application of artifi..." licencja: Osobista Produkt cyfrowy	10.00 zł

Zeszyt


INŻYNIERIA MATERIAŁOWA - e-zeszyt (pdf) 2010-3 licencja: Osobista Produkt cyfrowy	65.00 zł

Prenumerata

INŻYNIERIA MATERIAŁOWA - prenumerata cyfrowa
licencja: Osobista

Produkt cyfrowy
Nowość

402.00 zł

INŻYNIERIA MATERIAŁOWA - papierowa prenumerata roczna + wysyłka
licencja: Osobista

Szczegóły pakietu

Nazwa
INŻYNIERIA MATERIAŁOWA - papierowa prenumerata roczna	492.00 zł brutto 455.56 zł netto 36.44 zł VAT (stawka VAT 8%)
INŻYNIERIA MATERIAŁOWA - pakowanie i wysyłka	21.00 zł brutto 17.07 zł netto 3.93 zł VAT (stawka VAT 23%)

513.00 zł

INŻYNIERIA MATERIAŁOWA - PAKIET prenumerata PLUS
licencja: Osobista

Szczegóły pakietu

Nazwa
INŻYNIERIA MATERIAŁOWA - PAKIET prenumerata PLUS (Prenumerata papierowa + dostęp do portalu sigma-not.pl + e-prenumerata)	600.00 zł brutto 555.56 zł netto 44.44 zł VAT (stawka VAT 8%)

600.00 zł

Zeszyt

2010-3

Twój Koszyk

Publikacja

Zeszyt

Prenumerata

Zeszyt

Czasopisma