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Investigation and optimization of MQL system parameters in the roller-burnishing process of hardened steel
ID Van, An-Le (Avtor), ID Nguyen, Trung Thanh (Avtor)

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Izvleček
In the current study, the internal burnishing process under the minimum quantity lubrication (MQL) condition has been optimized to decrease the cylindricity (CYL) and circularity (CIC) of the burnished hole, while the surface roughness (SR) is predefined as a constraint. The optimizing inputs are the diameter of the spray nozzle (D), the spray elevation angle (A), the lubricant quantity (Q), and the pressure value of the compressed air (P). The artificial neural network (ANN) models of burnishing performances are proposed to optimise inputs. The grey relational analysis (GRA) is utilized to compute the weight value of each response. Optimal values of MQL system parameters and technological objectives are selected with the aid of an evolution algorithm (vibration and communication particle swarm optimization (VCPSO) algorithm). The results indicated that the optimal outcomes of the D, A, Q, and P are 1.5 mm, 50 deg, 140 ml/h, and 0.6 MPa, respectively. Furthermore, the CYL, CIC, and SR were decreased by 53.14 %, 57.83 %, and 72.97 %, respectively, at the optimal solution. Finally, the obtained results are expected to be a significant solution to support the machine operator in selecting the optimal MQL system parameters to improve the hole quality in the MQL-assisted burnishing process.

Jezik:Angleški jezik
Ključne besede:internal burnishing, cylindricity, circularity, roughness
Vrsta gradiva:Članek v reviji
Tipologija:1.01 - Izvirni znanstveni članek
Organizacija:FS - Fakulteta za strojništvo
Status publikacije:Objavljeno
Različica publikacije:Objavljena publikacija
Datum objave:01.03.2022
Leto izida:2022
Št. strani:Str. 155-165
Številčenje:Vol. 68, no. 3
PID:20.500.12556/RUL-136401 Povezava se odpre v novem oknu
UDK:669
ISSN pri članku:0039-2480
DOI:10.5545/sv-jme.2021.7473 Povezava se odpre v novem oknu
COBISS.SI-ID:105627139 Povezava se odpre v novem oknu
Datum objave v RUL:29.04.2022
Število ogledov:339
Število prenosov:68
Metapodatki:XML RDF-CHPDL DC-XML DC-RDF
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Gradivo je del revije

Naslov:Strojniški vestnik
Skrajšan naslov:Stroj. vestn.
Založnik:Zveza strojnih inženirjev in tehnikov Slovenije [etc.], = Association of Mechanical Engineers and Technicians of Slovenia [etc.
ISSN:0039-2480
COBISS.SI-ID:762116 Povezava se odpre v novem oknu

Licence

Licenca:CC BY 4.0, Creative Commons Priznanje avtorstva 4.0 Mednarodna
Povezava:http://creativecommons.org/licenses/by/4.0/deed.sl
Opis:To je standardna licenca Creative Commons, ki daje uporabnikom največ možnosti za nadaljnjo uporabo dela, pri čemer morajo navesti avtorja.
Začetek licenciranja:01.02.2022
Vezano na:Accepted for publication

Sekundarni jezik

Jezik:Slovenski jezik
Naslov:Raziskava in optimizacija parametrov sistema mazanja z minimalno količino pri glajenju kaljenega jekla
Ključne besede:notranje glajenje, cilindričnost, krožnost, hrapavost površin, steels

Projekti

Financer:Drugi - Drug financer ali več financerjev
Program financ.:Vietnam National Foundation for Science and Technology Development (NAFOSTED)
Številka projekta:107.04-2020.02

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