Publication detail

Usage of the fuzzy logic to predict surface quality of machined parts during milling opeartion

STREJČEK, J. ŽÁK, L. DVOŘÁK, J.

Czech title

Použití fuzzy logiky pro předpověď kvality frézování.

English title

Usage of the fuzzy logic to predict surface quality of machined parts during milling opeartion

Type

journal article in Web of Science

Language

en

Original abstract

High level of the quality requirements of machined parts is the standard, which is not unique only for automotive industry, but in industry general. The quality of the product surface roughness is key parameter for every machined product, one of the process with the high influence to surface quality is the milling process. In this article is used fuzzy logic to predict the surface quality by milling operation. Based on milling process parameters and measured data, the surface quality will be estimated using the Fuzzy Inference System (FIS)

Czech abstract

Vysoká úroveň požadavků na kvalitu obrobených dílů je standardem, který není jedinečný pouze pro automobilový průmysl, ale i v průmyslu obecně. Kvalita drsnosti povrchu výrobku je klíčovým parametrem pro každý obráběný výrobek, jedním z procesů s vysokým vlivem na kvalitu povrchu je frézovací proces. V tomto článku je použita fuzzy logika k předpovědi kvality povrchu frézováním. Na základě parametrů procesu frézování a naměřených dat bude kvalita povrchu odhadnuta pomocí systému Fuzzy Inference System (Fuzzy Inference System)

English abstract

High level of the quality requirements of machined parts is the standard, which is not unique only for automotive industry, but in industry general. The quality of the product surface roughness is key parameter for every machined product, one of the process with the high influence to surface quality is the milling process. In this article is used fuzzy logic to predict the surface quality by milling operation. Based on milling process parameters and measured data, the surface quality will be estimated using the Fuzzy Inference System (FIS)

Keywords in Czech

Kvalita, fuzzy logika,

Keywords in English

Quality, fuzzy logic, surface, tool, parameter

Released

01.11.2018

Publisher

Data protection & Cookies

Location

Prague

ISSN

1803-1269

Volume

2018

Number

11

Pages from–to

2547–2551

Pages count

5

BIBTEX


@article{BUT155953,
  author="Jan {Strejček} and Libor {Žák} and Jakub {Dvořák},
  title="Usage of the fuzzy logic to predict surface quality of machined parts during milling opeartion",
  year="2018",
  volume="2018",
  number="11",
  month="November",
  pages="2547--2551",
  publisher="Data protection & Cookies",
  address="Prague",
  issn="1803-1269"
}