采用PFDA-FMEA综合方法进行风险评估

Miroslav Čička, R. Turisová, Darina Čičková
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引用次数: 0

摘要

目的:本文旨在介绍新产品开发中的风险评估,作为新产品成功上市的重要活动。通过一个实例,说明了在新产品开发过程中,工具失效模式与影响分析(FMEA)和毕达哥拉斯模糊量纲分析(PFDA)的集成。方法论/方法:创建案例研究的各个步骤被执行:创建主题专家(SME)团队,识别产品失效模式,使用语言值来评估FMEA,计算并获得PFDA-FMEA,并确定产品失效模式排名。发现:最小化了FMEA最终评估的不确定性,改进了基于新产品开发过程中已经确定的风险的决策过程。研究局限/启示:PFDA-FMEA方法基于机加工零件开发过程的风险评估。然而,这种方法可以应用于许多其他需要高精度风险分析的工业领域。论文的独创性/价值:本文的目的是揭示一种新的集成方法,其中FMEA,毕达哥拉斯模糊集(PFS)和量纲分析(DA)在一个模型中是连贯的。
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Risk Assessment Using the PFDA-FMEA Integrated Method
Purpose: The paper aims to introduce risk assessment in new product development as an important activity for a successful new product launch. A practical example is presented to demonstrate the integration of tools Failure Mode and Effect Analysis (FMEA) and Pythagorean Fuzzy Dimensional Analysis (PFDA) at new product development process, which is a machined component. Methodology/Approach: Individual steps for creating a case study were carried out: create a Subject Matter Expert (SME) team, identify product failure modes, use linguistic values to assess the FMEA, compute and obtain the PFDA-FMEA and determine the product failure modes ranking. Findings: Minimized uncertainty in the final evaluation of the FMEA and improvement in the decision-making process based on the risks already identified in the new product development process. Research Limitation/Implication: The PFDA-FMEA method was based on the risk assessment of a machined part development process. Nevertheless, this method can be used for application in many other areas of industry that require high precision in risk analysis. Originality/Value of paper: The aim of this paper is to reveal a new integrated method in which FMEA, Pythagorean Fuzzy Sets (PFS) and Dimensional Analysis (DA) are coherent in one model.
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来源期刊
CiteScore
3.10
自引率
13.30%
发文量
16
审稿时长
6 weeks
期刊最新文献
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