| Naslov: | Impact of agile, condition-based maintenance strategy on cost efficiency of production systems |
|---|
| Avtorji: | ID Bányai, Ágota (Avtor) |
|---|
| Datoteke: |  APEM18-3_317-326.pdf (734,59 KB)
MD5: 0187839B6E2FF192A0163F470E5506B1
 https://apem-journal.org/Archives/2023/APEM18-3_317-326.pdf
|
|---|
| Jezik: | Angleški jezik |
|---|
| Vrsta gradiva: | Članek v reviji |
|---|
| Tipologija: | 1.01 - Izvirni znanstveni članek |
|---|
| Organizacija: | FS - Fakulteta za strojništvo
|
|---|
| Opis: | Maintenance plays an increasingly important role in the life of production companies, as professional maintenance is an important prerequisite for the reliable operation of resources. A well-chosen maintenance strategy can make a major contribution to increased efficiency of production processes. The main goal of this research is to propose a novel optimization approach to define optimal maintenance strategy that ensures the efficient operation of the production process while reducing maintenance costs. The developed optimization method is based on Howard’s policy iteration and describes the objective of the planning as a Markov decision process. The novelty and the scientific contribution of the presented study is the application of Howard’s policy iteration methodology in a Markov decision process for agile, condition-based maintenance strategy optimization. As the results of the numerical analysis of the scenarios shows, the implementation of an optimized maintenance strategy based on the proposed approach can significantly increase the maintenance efficiency of the production process. The main reason for this is that the level and type of maintenance is always implemented depending on the current state of the system components, which reduces both the maintenance cost and the losses due to production downtime. |
|---|
| Ključne besede: | agile maintenance strategy, productivity, process control, Markov decision process, maintenance strategy, optimization, smart manufacturing |
|---|
| Status publikacije: | Objavljeno |
|---|
| Verzija publikacije: | Objavljena publikacija |
|---|
| Poslano v recenzijo: | 09.05.2023 |
|---|
| Datum sprejetja članka: | 13.11.2023 |
|---|
| Datum objave: | 19.11.2023 |
|---|
| Založnik: | Chair of Production Engineering (CPE), University of Maribor Faculty of Mechanical Engineering |
|---|
| Leto izida: | 2023 |
|---|
| Št. strani: | str. 317-326 |
|---|
| Številčenje: | Vol. 18, no. 3 |
|---|
| PID: | 20.500.12556/DKUM-97102  |
|---|
| UDK: | 658.51 |
|---|
| COBISS.SI-ID: | 268790787 |
|---|
| DOI: | 10.14743/apem2023.3.475 |
|---|
| 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: | 18.02.2026 |
|---|
| Število ogledov: | 155 |
|---|
| 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. |
