Publication detail

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

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

Original Title

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

Type

conference paper

Language

English

Original Abstract

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.

Keywords

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

Authors

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

RIV year

2007

Released

24. 10. 2007

Publisher

Published by DAAM International

Location

Vídeň

ISBN

3-901509-58-5

Book

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

Edition number

1

Pages from

263

Pages to

264

Pages count

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"
}