A model based on FMEA and Fuzzy TOPSIS for risk prioritization in industrial processes

نویسندگان

چکیده

Abstract: FMEA is one of the most used methods to support risk analysis in business processes. Nonetheless, this method has some limitations, including use only three decision criteria, whose weights are not considered. With objective adding new features FMEA, studies combine it with multicriteria methods. This study proposes a model based on and Fuzzy TOPSIS prioritization industrial production A pilot application was performed analyze prioritize risks potential failures nodular iron melting casting process. Based opinion four company experts, failure modes were defined assessed. The experts also chose criteria their respective weights. results suggest that “fading time exceeded” “chemical composition outside specified” should be treated highest priority. sensitivity test corroborate relevance these demonstrate effect weight variation. proposed useful formulation actions plans focused minimizing or eliminating priority failures. Other contributions from consist of: considering weight; allowing linguistic terms express makers’ judgments; costs relating failures; supporting group decisions.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

A Fuzzy Cost-based FMEA Model

Nowadays, improving and upgrading quality of products and services is one the main reason for outgoing the competitors and penetration into markets. This article is about the deficiency of the traditional FMEA, and introduces a new method based on estimated costs fuzzy FMEA and utility values. In the proposed method a new fuzzy RPN is defined. A pair wise comparison among Severity, Occurrence a...

متن کامل

A risk model for cloud processes

Traditionally, risk assessment consists of evaluating the probability of "feared events", corresponding to known threats and attacks, as well as these events' severity, corresponding to their impact on one or more stakeholders. Assessing risks of cloud-based processes is particularly difficult due to lack of historical data on attacks, which has prevented frequency-based identification...

متن کامل

A FUZZY MODEL FOR ASSESSMENT PROCESSES

The methods of assessing the individuals’ performance usually applied in practice are based on principles of the bivalent logic (yes-no). However, fuzzy logic, due to its nature of including multiple values, offers a wider and richer field of resources for this purpose. In this paper we use principles of fuzzy logic in developing a new method for assessing the performance of groups of individua...

متن کامل

Using fuzzy FMEA and fuzzy logic in project risk management

Risk management is one of the most important phases of project management and isthe most recently used by many researchers. In this paper, a fuzzy based method wasproposed which identifies different kinds of risks through the project life cycle.Then, the project risk magnitude can be obtained in regards to five factors, namely“severity”, “occurrence”, and “not detection” which form fuzzy FMEA a...

متن کامل

Prioritization of Failure Modes in Process FMEA using Fuzzy Logic

Failure mode and effect analysis (FMEA) is a widely used reliability analysis and risk assessment tool in various industries. It is one of the most established project management techniques to identify and eliminate failures before actual manufacturing starts. In traditional FMEA, Risk Priority Number (RPN) ranking system is used to evaluate; the risk level of failures, to rank failures, and to...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Gestão & produção

سال: 2021

ISSN: ['1806-9649', '0104-530X']

DOI: https://doi.org/10.1590/1806-9649-2020v28e5535