Neural Networks in Modeling of CNC Milling of Moderate Slope Surfaces

Autor:	Ondrej Bilek, David Sámek
Rok vydání:	2014
Předmět:	Engineering drawing business.product_category Artificial neural network Computer science business.industry Process (computing) ComputerApplications_COMPUTERSINOTHERSYSTEMS Control engineering Automation Machine tool Machining Cnc milling Numerical control business
Zdroj:	Advances in Intelligent Systems and Computing ISBN: 9783319067391 CSOC
Popis:	Computer numerical control (CNC) allows achieving a high degree of automation of machine tools by pre-programmed numerical commands. CNC milling process is widely used in industry for machining of complex parts. The need of a description of the CNC milling process is necessary for production of precise parts. This paper introduces artificial neural network based modeling, while the CNC milling of moderate slope shapes is studied. The developed neural models consist of two inputs and two outputs. The created neural models were experimentally tested on the real data. Then, the evaluation and comparison of all models were performed.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::1608e051855b30b58763cff7c2f9f54a https://doi.org/10.1007/978-3-319-06740-7_7 Zobrazit plný text záznamu