SIMULATION OF TECHNOLOGICAL PROCESSES USING HYBRID TECHNIQUE EXPLORING MATHEMATICAL-PHYSICAL MODELS AND ARTIFICIAL NEURAL NETWORKS
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27360%2F11%3A86081266" target="_blank" >RIV/61989100:27360/11:86081266 - isvavai.cz</a>
Result on the web
—
DOI - Digital Object Identifier
—
Alternative languages
Result language
angličtina
Original language name
SIMULATION OF TECHNOLOGICAL PROCESSES USING HYBRID TECHNIQUE EXPLORING MATHEMATICAL-PHYSICAL MODELS AND ARTIFICIAL NEURAL NETWORKS
Original language description
The optimization of the technological processes control is usually connected with mathematical models usage. Most of technical instruments for control on the level of own technology is not customized for the hard mathematical operations solving and in addition the computation with quality precisely models of the dynamic systems is very time consuming and together with the real time optimization is not really solvable. On the other hand the mathematical description of artificial neural networks (ANN) isvery simple and the algorithms of the learned ANN are easily implemented into existing technological processes control means. For successful using of the models on the base of ANN, the ANN needs to be rationally learned on the data which occupy all eventual variants which could occur in the real process including malfunction and crash states. But such a data is not practically possible to get from real technological process. There is possibility of off-line ANN learning with using data g
Czech name
—
Czech description
—
Classification
Type
D - Article in proceedings
CEP classification
JG - Metallurgy, metal materials
OECD FORD branch
—
Result continuities
Project
<a href="/en/project/GA105%2F09%2F1366" target="_blank" >GA105/09/1366: The use of virtual reality at the simulation and control of production processes</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2011
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
20th Anniversary International Conference on Metallurgy and Materials: METAL 2011
ISBN
978-80-87294-24-6
ISSN
—
e-ISSN
—
Number of pages
6
Pages from-to
324-329
Publisher name
Tanger
Place of publication
Ostrava
Event location
Brno
Event date
May 18, 2011
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
—