A Novel Approach for Prioritization of Failure modes in FMEA using MCDM

نویسندگان

  • K. Maheswaran
  • T. Loganathan
چکیده

Failure Mode Effect Analysis (FMEA) is one of user friendly and handy tool available in the hands of the process industries to identifying and eliminating the potential failures in systems, processes and designing. In this FMEA method prioritization of the failure modes are based on Risk Priority Number (RPN). This RPN can be calculated by multiplying the scores of various risk factors and categorized as Severity(S), Occurrence (O) and Detection (D). This RPN method has been criticized for its several limitations. So this paper aims to eliminate the limitations present in the RPN based prioritization by integrating with the Techniques of Multi Criteria Decision Making(MCDM) Model by fusing Analytical Hierarchy Process (AHP) with Preference Ranking Organization Method for Enrichment Evaluation (PROMETHEE).This hybridization of MCDM methods will enhance the precision of prioritizing failure modes by eliminating the limitations of traditional FMEA. The technique AHP is used to determine the weights for each risk factor and PROMETHEE is used to prioritize the failure mode based on the weights of risk factors.

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

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

ارزیابی ریسک با استفاده از روش FMEA مبتنی بر اصول تصمیم گیری چند معیاره (MCDM)، منطق فازی و تئوری خاکستری- مطالعه موردی جرثقیل‌های سقفی

Introduction: FMEA method is one of the most used techniques in risk assessment and prioritization. But, due to several reasons, its application has been limited to the real-world settings. The aim of this study was to deal with these restrictions using the combined fuzzy (in terms of the Z-numbers) and grey (in terms of the grey relational analysis) theories. Material and Method: The curren...

متن کامل

Assessment of Hospital Risks for Occupational Safety of Healthcare Staff against Covid-19 Using FMEA Method and Multi-Criteria Decision-Making Methods (Case study: Department of Infectious Diseases of Bu-Ali hospital in Zahedan)

Introduction and purpose: Risk assessment is a necessity in high-risk work environments like hospitals. During epidemics, the need to maintain the health of healthcare staff increases as they are effective people in controlling the spread of the disease. The purpose of this study was to assess the occupational safety of healthcare staff against coronavirus using FMEA in infectious diseases ward...

متن کامل

risk assessment by integration approach of FMEA and multi criteria decision-making in the interval valued fuzzy environment: case study hydraulic pump manufacturing industry

Abstract Background and aims: Nowadays with increasing global competition, companies apply several scientific methods to identify, assess and remove potential failures in production process. The main goal of this study was identification and analysis of potential failure modes in a hydraulic pump manufacturing company by using combination of interval valued fuzzy Analytic network process (IVF-...

متن کامل

Multi-factor failure mode critically analysis using TOPSIS

The paper presents a multi-factor decision-making approach for prioritizing failure modes as an alternative to traditional approach of failure mode and effect analysis (FMEA). The approach is based on the ‘technique for order preference by similarity to ideal solution’ (TOPSIS). The priority ranking is formulated on the basis of six parameters (failure occurrence, non-detection, maintainability...

متن کامل

FlowSort-GDSS - A novel group multi-criteria decision support system for sorting problems with application to FMEA

Failure mode and effects analysis (FMEA) is a well-known approach for correlating the failure modes of a system to their effects, with the objective of assessing their criticality. The criticality of a failure mode is traditionally established by its risk priority number (RPN), which is the product of the scores assigned to the three risk factors, which are likeness of occurrence, the chance of...

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

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

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2013