| Naslov: | A multi-objective selective maintenance optimization method for series-parallel systems using NSGA-III and NSGA-II evolutionary algorithms |
|---|
| Avtorji: | ID Xu, E. B. (Avtor)
ID Yang, M. S. (Avtor)
ID Li, Y. (Avtor)
ID Gao, X. Q. (Avtor)
ID Wang, Z. Y. (Avtor)
ID Ren, L. J. (Avtor) |
|---|
| Datoteke: |  APEM16-3_372-384.pdf (627,64 KB)
MD5: C3C7D25E06302EC99764ED1AC4C6A2C3
 https://apem-journal.org/Archives/2021/APEM16-3_372-384.pdf
|
|---|
| Jezik: | Angleški jezik |
|---|
| Vrsta gradiva: | Članek v reviji |
|---|
| Tipologija: | 1.01 - Izvirni znanstveni članek |
|---|
| Organizacija: | FS - Fakulteta za strojništvo
|
|---|
| Opis: | Aiming at the problem that the downtime is simply assumed to be constant and the limited resources are not considered in the current selective maintenance of the series-parallel system, a three-objective selective maintenance model for the series-parallel system is established to minimize the maintenance cost, maximize the probability of completing the next task and minimize the downtime. The maintenance decision-making model and personnel allocation model are combined to make decisions on the optimal length of each equipment’s rest period, the equipment to be maintained during the rest period and the maintenance level. For the multi-objective model established, the NSGA-III algorithm is designed to solve the model. Comparing with the NSGA-II algorithm that only considers the first two objectives, it is verified that the designed multi-objective model can effectively reduce the downtime of the system. |
|---|
| Ključne besede: | maintenance, series-parallel system, maintenance decision model, multi-objective optimization, selective maintenance, evolutionary algorithms, non-dominated sorting genetic algorithm, NSGA-II, NSGA-III |
|---|
| Status publikacije: | Objavljeno |
|---|
| Verzija publikacije: | Objavljena publikacija |
|---|
| Poslano v recenzijo: | 01.07.2021 |
|---|
| Datum sprejetja članka: | 25.10.2021 |
|---|
| Datum objave: | 31.12.2021 |
|---|
| Založnik: | Chair of Production Engineering (CPE), University of Maribor Faculty of Mechanical Engineering |
|---|
| Leto izida: | 2021 |
|---|
| Št. strani: | str. 372-384 |
|---|
| Številčenje: | Vol. 16, no. 3 |
|---|
| PID: | 20.500.12556/DKUM-97404  |
|---|
| UDK: | 658.5:004 |
|---|
| COBISS.SI-ID: | 270356227 |
|---|
| DOI: | 10.14743/apem2021.3.407 |
|---|
| ISSN pri članku: | 1854-6250 |
|---|
| Avtorske pravice: | Content from this work may be used under the terms of the Creative Commons Attribution 4.0 International Licence (CC BY 4.0). Any further distribution of this work must maintain attribution to the author(s) and the title of the work, journal citation and DOI. |
|---|
| Datum objave v DKUM: | 04.03.2026 |
|---|
| Število ogledov: | 176 |
|---|
| Število prenosov: | 2 |
|---|
| Metapodatki: |    |
|---|
| Področja: | Ostalo
|
|---|
|
:
|
Kopiraj citat |
|---|
| | | | Skupna ocena: | (0 glasov) |
|---|
| Vaša ocena: | Ocenjevanje je dovoljeno samo prijavljenim uporabnikom. |
|---|
| Objavi na: |  |
|---|
Postavite miškin kazalec na naslov za izpis povzetka. Klik na naslov izpiše
podrobnosti ali sproži prenos. |
