Fuzzy Logic in Risk Assessment of Production Machines Failure in Forming and Assembly Processes

Q2 Engineering

Journal of Machine Engineering Pub Date : 2024-06-07 DOI:10.36897/jme/189667

Anna Burduk, Dagmara Łapczyńska, Joanna Kochańska, K. Musiał, Jozef Husár

引用次数: 0

Abstract

The article presents the application of fuzzy logic to risk assessment in assembly and forming production processes. The fuzzy FMEA method was used, enabling the assessment of risk parameters based on expert opinions. This resulted in the development of a system that allows for greater flexibility and increased resistance to errors associated with human factors, enabling risk assessment through the use of linguistic variables. This allows organisations to analyse and manage risk, improving the efficiency and safety of their operations. This article presents an analysis of the benefits of using fuzzy logic in risk assessment in production in conjunction with the FMEA method, which is one of the most widely used risk assessment methods in industry. It discusses how fuzzy logic can help capture uncertainties in production processes and provide a more flexible framework for their evaluation. A case study is also presented, in which fuzzy logic was applied to risk assessment, highlighting the benefits it brings to production efficiency and safety.

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模糊逻辑在成型和装配过程中生产设备故障风险评估中的应用

文章介绍了在装配和成型生产过程中应用模糊逻辑进行风险评估的情况。采用模糊 FMEA 方法，可以根据专家意见对风险参数进行评估。由此开发出的系统具有更大的灵活性和更强的抵御与人为因素相关的错误的能力，可通过使用语言变量进行风险评估。这样，企业就可以分析和管理风险，提高运营效率和安全性。本文分析了在生产风险评估中结合 FMEA 方法使用模糊逻辑的好处，FMEA 是工业中使用最广泛的风险评估方法之一。文章讨论了模糊逻辑如何帮助捕捉生产过程中的不确定性，并为其评估提供更灵活的框架。此外，还介绍了将模糊逻辑应用于风险评估的案例研究，突出了模糊逻辑为生产效率和安全带来的好处。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Journal of Machine Engineering Engineering-Industrial and Manufacturing Engineering

CiteScore

2.70

自引率

0.00%

发文量

审稿时长

25 weeks

期刊介绍： ournal of Machine Engineering is a scientific journal devoted to current issues of design and manufacturing - aided by innovative computer techniques and state-of-the-art computer systems - of products which meet the demands of the current global market. It favours solutions harmonizing with the up-to-date manufacturing strategies, the quality requirements and the needs of design, planning, scheduling and production process management. The Journal'' s subject matter also covers the design and operation of high efficient, precision, process machines. The Journal is a continuator of Machine Engineering Publisher for five years. The Journal appears quarterly, with a circulation of 100 copies, with each issue devoted entirely to a different topic. The papers are carefully selected and reviewed by distinguished world famous scientists and practitioners. The authors of the publications are eminent specialists from all over the world and Poland. Journal of Machine Engineering provides the best assistance to factories and universities. It enables factories to solve their difficult problems and manufacture good products at a low cost and fast rate. It enables educators to update their teaching and scientists to deepen their knowledge and pursue their research in the right direction.