A review: use of evolutionary algorithm for optimisation of machining parameters

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68378271%3A_____%2F21%3A00561211" target="_blank" >RIV/68378271:_____/21:00561211 - isvavai.cz</a>

Výsledek na webu

<a href="https://doi.org/10.1007/s00170-021-07155-7" target="_blank" >https://doi.org/10.1007/s00170-021-07155-7</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1007/s00170-021-07155-7" target="_blank" >10.1007/s00170-021-07155-7</a>

Jazyk výsledku

angličtina

Název v původním jazyce

A review: use of evolutionary algorithm for optimisation of machining parameters

Popis výsledku v původním jazyce

This pap. reviews studies to achieve the desired outputs min. surface roughness,highest material removal rate,lowest product. cost,and the shortest product. time of machining proc. and various optimisation attempts in terms of varying parameters that affect the outcomes.The review deliberates the optimis. methods employed and analyses the performance discussing the relevant param. that must have been considered by past researchers.Most studies have been focusing on optimising convent. machining proc. such as turning,milling,and drilling.Optimis. works have been performed parametrically,experimentally,and numerically,where discrete variations of the param. are investigated,while others are remained constant.Lately,evolutionary algorithm,statistical approaches such as genetic algorithm,particle swarm optimisation,and cuckoo search algorithm have been utilised in simultaneous optimis. of the param. of the desired outputs and its potential in optimising mach. proc. is recognisable.n

Název v anglickém jazyce

A review: use of evolutionary algorithm for optimisation of machining parameters

Popis výsledku anglicky

This pap. reviews studies to achieve the desired outputs min. surface roughness,highest material removal rate,lowest product. cost,and the shortest product. time of machining proc. and various optimisation attempts in terms of varying parameters that affect the outcomes.The review deliberates the optimis. methods employed and analyses the performance discussing the relevant param. that must have been considered by past researchers.Most studies have been focusing on optimising convent. machining proc. such as turning,milling,and drilling.Optimis. works have been performed parametrically,experimentally,and numerically,where discrete variations of the param. are investigated,while others are remained constant.Lately,evolutionary algorithm,statistical approaches such as genetic algorithm,particle swarm optimisation,and cuckoo search algorithm have been utilised in simultaneous optimis. of the param. of the desired outputs and its potential in optimising mach. proc. is recognisable.n

Druh

J_imp - Článek v periodiku v databázi Web of Science

CEP obor

—

OECD FORD obor

10306 - Optics (including laser optics and quantum optics)

Projekt

—

Návaznosti

I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Rok uplatnění

2021

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název periodika

International Journal of Advanced Manufacturing Technology

ISSN

0268-3768

e-ISSN

1433-3015

Svazek periodika

115

Číslo periodika v rámci svazku

1-2

Stát vydavatele periodika

GB - Spojené království Velké Británie a Severního Irska

Počet stran výsledku

17

Strana od-do

31-47

Kód UT WoS článku

000646520800002

EID výsledku v databázi Scopus

2-s2.0-85105382233