An Improved FMEA Method Based on ANP with Probabilistic Linguistic Term Sets

Zhang, Zi-xuan; Yang, Lin; Cao, Yi-ning; Xu, You-wei

doi:10.1007/s40815-022-01302-2

Cited by 11 publications

(1 citation statement)

References 53 publications

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“…Integration of two or more MCDMs as per the need of the problem is also practiced and reported. FMEA-AHP methodology and how to adopt such a combinative method are explored in Kumar and Parameshwaran (2020) and Zhang et al (2022). The incorporation of risk into the MCDM process is also a very important area of research (Sadiq and Khan, 2006).…”

Section: Literature Reviewmentioning

confidence: 99%

Supplier evaluation and selection in the constrained environment of advance purchasing

Prakash¹,

Arora²,

Nilaish³

et al. 2023

JGOSS

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Purpose The purpose of this study is to address supplier evaluation and selection in a constrained environment of advance purchasing. The study presents the potential solutions to supplier evaluation and selection issues in the Indian automobile sector where advance purchases are carried out to fulfill the supply chain demand. Design/methodology/approach Based on the literature review and expert elicitation, nine major factors which are responsible for the successful implementation of supplier selection in a constrained environment of advance purchasing are identified. This paper explores supplier selection in constrained environment issues based on an integrated method based on Shannon entropy, analytic hierarchy process (AHP) techniques and failure mode effects analysis (FMEA). Findings Analysis of the results of the study suggests that traditional suppliers are not suitable in advance purchasing scenarios; hence, criteria developed in this paper to accommodate the requirement of advance purchasing with possible risk considerations are of high importance. This research paper is an original attempt to develop supplier selection criteria for advance purchasing with special identification of deliverability, flexibility, innovation and productivity factors through a case demonstration. Research limitations/implications This study uses data from secondary sources, literature reviews and expert opinions. It formalizes the important factors of successful supplier selection in the constrained environment of advance purchasing in the automotive industry context. Practical implications The paper shows how the engagement of suppliers through advance purchasing helps automotive companies in developing a competitive advantage. The integrated approach of Shannon entropy, AHP techniques and FMEA is an effective and useful method that can be applied to the supplier selection process. Originality/value The proposed FMEA-AHP method integrated with Shannon entropy used for evaluation represents a useful tool to embrace the suitable functioning tactics for efficient supplier selection. The study is unique as supplier evaluation and selection in a constrained environment of advance purchasing is not investigated much and has good industry applicability.

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Section: Literature Reviewmentioning

confidence: 99%

Supplier evaluation and selection in the constrained environment of advance purchasing

Prakash¹,

Arora²,

Nilaish³

et al. 2023

JGOSS

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A hybrid method for the intelligent effectiveness management of production operators

Kochańska,

Musiał,

Łapczyńska

et al. 2024

Ann Oper Res

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The paper presents a hybrid method for the effective management of human resources when executing production processes. The method was proposed for managing production operators in systems of relatively high complexity—with the possibility of multiple alternative ways of designating operators to production stations. The method combines a novel approach of assessing the effectiveness of production operators, the use of an intelligent algorithm and the risk assessment method. The concept of effectiveness was used in the sense of a praxeological approach. Availability, performance and quality were defined as its components, and were evaluated through the prism of losses occurring in production processes. The aim of the study is to develop a hybrid method in order to delegate production operators to tasks, not only on the basis of a competence metric, but also on the basis of an individual effectiveness indicator and the risk assessment of production process stages. For this purpose, a novel method of assessing the effectiveness of the use of available resources when implementing production processes (based on a set of quantitative indicators and taking into account the categorization of production losses) was juxtaposed using the Tabu Search algorithm and the FMEA method. The method enables a near-optimal solution to be generated—one in which operators are assigned to production tasks in the most effective way possible, which in turn minimizes both the risk of production delays and quality defects due to operator fault.

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Failure Mode and Effects Analysis (FMEA) for Traffic Risk Assessment Based on Unbalanced Double Hierarchy Linguistic Term Set

Лю

Shen

2022

Int. J. Fuzzy Syst.

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An Improved FMEA Method Based on ANP with Probabilistic Linguistic Term Sets

Cited by 11 publications

References 53 publications

Supplier evaluation and selection in the constrained environment of advance purchasing

Supplier evaluation and selection in the constrained environment of advance purchasing

A hybrid method for the intelligent effectiveness management of production operators

Failure Mode and Effects Analysis (FMEA) for Traffic Risk Assessment Based on Unbalanced Double Hierarchy Linguistic Term Set

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