Detail publikace

ARTIFICIAL INTELLIGENCE IN DEFINITION OF MATERIAL ENTER DATA THAT DETERMINE QUALITY FINISH AFTER AWJ CUTTING PROCESS

DVOŘÁK, J. DVOŘÁKOVÁ, J. SLANÝ, M. PÍŠKA, M.

Originální název

ARTIFICIAL INTELLIGENCE IN DEFINITION OF MATERIAL ENTER DATA THAT DETERMINE QUALITY FINISH AFTER AWJ CUTTING PROCESS

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální abstrakt

Tolerance of setting AWJ cutting parameters on each material have big influence on quality finish and all characteristics of material kefr after cutting process. There is direct relation between species of workpiece material and final results obtained after AWJ cutting. Thus there is a need to have a tool for right material setting, choosing optimal cutting parameters and finding relations between each variables of cutting process. Using of information technology specially machine learning methods should be the right way. From all methods the Receptive Field Weighted Regression (RFWR) can be used as a function approximator for different mapping tasks like learning the value function for reinforcement learning. After learning process we can do several operations with obtained data base, like a choosing of cutting conditions for new or incomplete deffined material or finding relations between each properties of AWJ process.

Klíčová slova

abrasive waterjet cutting, artificial intelligence, cutting conditons, knowledge systems, expert system, knowledge base, database.

Autoři

DVOŘÁK, J.; DVOŘÁKOVÁ, J.; SLANÝ, M.; PÍŠKA, M.

Rok RIV

2007

Vydáno

24. 10. 2007

Nakladatel

Published by DAAM International

Místo

Vídeň

ISBN

3-901509-58-5

Kniha

Annals of DAAAM for 2007 & Proceedings of the 18th International DAAAM Symposium in Zadar

Číslo edice

1

Strany od

263

Strany do

264

Strany počet

2

BibTex

@inproceedings{BUT26401,
  author="Jaromír {Dvořák} and Jana {Dvořáková} and Martin {Slaný} and Miroslav {Píška}",
  title="ARTIFICIAL INTELLIGENCE IN DEFINITION OF MATERIAL ENTER DATA THAT DETERMINE QUALITY FINISH AFTER AWJ CUTTING PROCESS",
  booktitle="Annals of DAAAM for 2007 & Proceedings of the 18th International DAAAM Symposium in Zadar",
  year="2007",
  number="1",
  pages="263--264",
  publisher="Published by DAAM International",
  address="Vídeň",
  isbn="3-901509-58-5"
}