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Title:An application of analytic hierarchy process (AHP) and sensitivity analysis for maintenance policy selection
Authors:Maletič, Damjan (Author)
Maletič, Matjaž (Author)
Lovrenčič, Viktor (Author)
Al-Najjar, Basim (Author)
Gomišček, Boštjan (Author)
Files:.pdf Organizacija_2014_Maletic_et_al._An_Application_of_Analytic_Hierarchy_Process_(AHP)_and_Sensitivity_Analysis_for_Maintenance_Policy_Sele.pdf (729,01 KB)
MD5: BA63AE6DAD7EABCB92E71A87D8333C01
 
URL http://www.degruyter.com/view/j/orga.2014.47.issue-3/orga-2014-0016/orga-2014-0016.xml
 
Language:English
Work type:Scientific work (r2)
Typology:1.01 - Original Scientific Article
Organization:FOV - Faculty of Organizational Sciences in Kranj
Abstract:Purpose: The purpose of this paper is to apply an analytic hierarchy process (AHP) for the evaluation/selection of maintenance policy. Methodology/Approach: The paper adopts a case study approach of selecting most appropriate maintenance policy in the case of Slovenian paper mill company. Several steps of the AHP method are used in order to structure the decision-making process. Five possible alternatives are considered: failure based maintenance, preventive maintenance, total productive maintenance, reliability centered maintenance and total quality maintenance. Findings: This paper proposes a framework for maintenance policy selection based on the AHP methodology. The framework was applied to select the most appropriate maintenance policy in a paper mill company. The results suggest that total quality maintenance is the most suitable concept for a paper machine. By performing a sensitivity analysis, it was revealed that the final outcome remained stable in all cases when the weights of the main criteria were increased for 25 percent. Originality/value: The paper contributes to the literature by providing a framework for decision-making process regarding the maintenance policy selection. In addition, this paper utilizes an exponentially weighted moving average (EWMA) chart for performing a consistency test. Moreover, a sensitivity analysis also presents an important implication of this study.
Keywords:analytical hierarchy process, decision making, maintenance policy
Year of publishing:2014
Number of pages:str. 177-189
Numbering:št. 3, Letn. 47
ISSN:1318-5454
UDC:658.5
ISSN on article:1318-5454
COBISS_ID:7324435 New window
DOI:10.2478/orga-2014-0016 New window
NUK URN:URN:SI:UM:DK:JRUGFUEK
Views:826
Downloads:269
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Record is a part of a proceedings

Title:Application of quality management
COBISS.SI-ID:7324179 New window

Record is a part of a journal

Title:Organizacija
Publisher:Fakulteta za organizacijske vede Univerze v Mariboru, Založba Moderna organizacija, Sciendo
ISSN:1318-5454
COBISS.SI-ID:610909 New window

Licences

License:CC BY-NC-ND 4.0, Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International
Link:http://creativecommons.org/licenses/by-nc-nd/4.0/
Description:The most restrictive Creative Commons license. This only allows people to download and share the work for no commercial gain and for no other purposes.
Licensing start date:03.04.2017

Secondary language

Language:Slovenian
Title:Uporaba analitičnega hierarhičnega procesa (AHP) in analize občutljivosti za izbiro ustrezne politike vzdrževanja
Abstract:Namen: Namen članka je prikazati uporabo metode analitičnega hierarhičnega procesa (AHP) na primeru evalvacije in izbire ustrezne politike vzdrževanja. Metodologija/pristop: Članek temelji na študiji primera izbire najprimernejše politike vzdrževanja za slovensko papirniško podjetje. V okviru študije primera so uporabljeni in predlagani številni koraki AHP metode, katerih namen je strukturirati odločitveni proces. V raziskavi so bili upoštevani naslednji koncepti vzdrževanja: kurativno vzdrževanje, preventivno vzdrževanje, celovito produktivno vzdrževanje, vzdrževanje na osnovi zanesljivosti, celovito kakovostno vzdrževanje. Ugotovitve: Predlagan je okvir za izbiro ustrezne politike vzdrževanja, ki temelji na metodologiji AHP. Predlagani okvir je bil testiran na primeru izbire najprimernejše politike vzdrževanja za slovensko papirniško podjetje. Rezultati kažejo, da je celovito kakovostno vzdrževanje najbolj primeren koncept vzdrževanja za proučevani papirniški stroj. Z naknadno analizo občutljivosti je bilo ugotovljeno, da je končna razvrstitev ocenjevanih politik vzdrževanja ostala nespremenjena, kljub 25% povečanjem uteži vseh ključnih kriterijev. Izvirnost/pomembnost prispevka: Članek predstavlja doprinos k obstoječi literaturi z vidika razvoja okvira, katerega namen je zagotoviti strukturirani odločitveni proces izbire ustrezne politike vzdrževanja. V članku je predlagana in prikazana metoda za preverjanje konsistentnosti na osnovi kontrolne karte, ki temelji na eksponentnem ponderiranem pomičnim povprečjem (EWMA). Pomembnost raziskave se dodatno odraža še preko analize občutljivosti, ki ravno tako predstavlja pomembni del predlaganega okvira za izbiro ustrezne politike vzdrževanja.
Keywords:analitični hierarhični proces, odločanje, politika vzdrževanja


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