A Review of Multi-criteria Decision Making Methods for Enhanced Maintenance Delivery

Sabaei, Davood; Erkoyuncu, John Ahmet; Roy, Rajkumar

doi:10.1016/j.procir.2015.08.086

Cited by 163 publications

(82 citation statements)

References 25 publications

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“…Some practice combined the criteria for a better evaluation [85], [121]. The criteria or alternative is involve both qualitative and quantitative measurement, Sabaei et al [122] mentioned about the weakness of the PROMOTHEE that cannot deal with qualitative data because there is no weighting process. In addition, the process in PSI also can create the bias because of utilization of scaling scheme for qualitative factors.…”

Section: Discussionmentioning

confidence: 99%

Multi-criteria decision-making tools for material selection of natural fibre composites: A review

Muhammad¹,

Sapuan²,

Mastura³

2018

J. MECH. ENG. SCI.

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Materials selection in manufacturing process is an important stage and should be performed in parallel with selection of manufacturing process. In automotive industry, production of green automotive component could utilize the natural sources such as plant fibres. In recent years, several multi-criteria decision-making (MCDM) techniques are suggested to choose the best materials for particular application. Materials selection tools for natural fibre composites are studied from past researchers with the summary of the advantage and disadvantages. In addition, new optimization approach in materials selection by using statistical analysis such as multiple linear regression (MLR), response surface methodology (RSM) and Taguchi method (TM) is proposed in this study. The proposed method could evaluate the criteria or attribute in materials selection precisely by analyse the relationship of the parameters, goodness of fit, correlation, analysis of variance (ANOVA), determination of coefficient and the significant criteria in to the desired goal of the design problem.

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Section: Discussionmentioning

confidence: 99%

Multi-criteria decision-making tools for material selection of natural fibre composites: A review

Muhammad¹,

Sapuan²,

Mastura³

2018

J. MECH. ENG. SCI.

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“…Relevant studies mostly compare selected MCDM methods based on their application in various specialized domains, such as housing affordability [22], decision support in financial services [23], maintenance delivery in engineering industry [24], bio-energy systems [25], fuzzy logic [26], development of food products [27], or students`career preference models [28]. When the methods are mutually compared, the computational effectiveness is not included as a criterion.…”

Section: Methodsmentioning

confidence: 99%

Experimental Evaluation of Suitability of Selected Multi-Criteria Decision-Making Methods for Large-Scale Agent-Based Simulations

Tučník

Bureš

2016

PLoS ONE

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Multi-criteria decision-making (MCDM) can be formally implemented by various methods. This study compares suitability of four selected MCDM methods, namely WPM, TOPSIS, VIKOR, and PROMETHEE, for future applications in agent-based computational economic (ACE) models of larger scale (i.e., over 10 000 agents in one geographical region). These four MCDM methods were selected according to their appropriateness for computational processing in ACE applications. Tests of the selected methods were conducted on four hardware configurations. For each method, 100 tests were performed, which represented one testing iteration. With four testing iterations conducted on each hardware setting and separated testing of all configurations with the–server parameter de/activated, altogether, 12800 data points were collected and consequently analyzed. An illustrational decision-making scenario was used which allows the mutual comparison of all of the selected decision making methods. Our test results suggest that although all methods are convenient and can be used in practice, the VIKOR method accomplished the tests with the best results and thus can be recommended as the most suitable for simulations of large-scale agent-based models.

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“…However, Fuzzy Logic initially found its wide application only for engineering design [2]. Multi criteria Decision Making (MCDM) technqiues that got evolved from Optimization Princples are scientific in approach and the techniques were commonly used in many manufacturing cum maintenance associated areas [3]. MCDM is a sub discipline of operations research that explicitly considers multiple criteria in decision making environments.…”

Section: Introductionmentioning

confidence: 99%

An Efficeint Operations Management Strategy using Fuzzy Logic Decision Making Based Shop Floor Control Technique

2019

ijrte

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In any organization, shop floor control seems to be a vital and pivotal activity and effective shop floor control paves the way for cent percet production. Effective utilization of resources, proper production planning and successful maintainence would always pave the way for high productivity which in turn fulfils the commitment to meet out the delivery schedule for custoemers. Hence it is understood that continous and consistent shop floor management demands a serious focus that contributes for sound operations management. More developments have taken place in the recent decade in framing new methodologies and adopting new advanced techniques to control the shop floor acivities of an organization. The purposes of our paper is to bring out a new model for shop floor control using Fuzzy Logic Decision Taking technique to help the operations professionals to enable them for successful professional decision making in shop floor control. Multi Criteria Decision Making (MCDM) Techniques have witnessed tremendous application in operations management. Our paper has successfully attempted to apply Fuzzy Logic Decision Making Technique which is one among the various MCDM tools . The technique considers many factors like Production, Wastages, Breakdown or Idle Time etc and these factors are treated as criteria and upon using the tool, the Management Information System(MIS) resports generated after mathermatical manipulation using Fuzzy Logic seems to be much usedful for corporate decision making

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A Review of Multi-criteria Decision Making Methods for Enhanced Maintenance Delivery

Cited by 163 publications

References 25 publications

Multi-criteria decision-making tools for material selection of natural fibre composites: A review

Multi-criteria decision-making tools for material selection of natural fibre composites: A review

Experimental Evaluation of Suitability of Selected Multi-Criteria Decision-Making Methods for Large-Scale Agent-Based Simulations

An Efficeint Operations Management Strategy using Fuzzy Logic Decision Making Based Shop Floor Control Technique

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