Use of fuzzy risk assessment in FMEA of offshore engineering systems

被引:91
|
作者
Yang, Zaili [1 ]
Wang, Jin [1 ]
机构
[1] Liverpool John Moores Univ, Sch Engn Technol & Maritime Operat, Liverpool L3 3AF, Merseyside, England
关键词
FMEA; Fuzzy rule base; Evidential reasoning; Maritime risk; Maritime safety; EVIDENTIAL REASONING APPROACH; DECISION-MAKING; SAFETY ANALYSIS; RULE; UNCERTAINTY; INFERENCE; SELECTION; TOPSIS;
D O I
10.1016/j.oceaneng.2014.11.037
中图分类号
U6 [水路运输]; P75 [海洋工程];
学科分类号
0814 ; 081505 ; 0824 ; 082401 ;
摘要
This paper proposes a novel framework for analysing and synthesising engineering system risks on the basis of a generic Fuzzy Evidential Reasoning (FER) approach. The approach is developed to simplify the inference process and overcome the problems of traditional fuzzy rule based methods in risk analysis and decision making. The framework, together with the PER approach has been applied to model the safety of an offshore engineering system. The benchmarking between the new model and a well-established Rule based Inference Methodology using the Evidential Reasoning (RIMER) is conducted to demonstrate its reliability and unique characteristics. It will facilitate subjective risk assessment in different engineering systems where historical failure data is not available in their safety practice. (C) 2014 Elsevier Ltd. All rights reserved.
引用
收藏
页码:195 / 204
页数:10
相关论文
共 50 条
  • [21] Risk Assessment of the Fishing Vessel Main Engine by Fuzzy-FMEA Approach
    Yuniar Endri Priharanto
    Rizqi Ilmal Yaqin
    Gusti Marjianto
    Juniawan Preston Siahaan
    M. Zaki Latif Abrori
    Journal of Failure Analysis and Prevention, 2023, 23 : 822 - 836
  • [22] The risk assessment analysis of corn chips supply chain using Fuzzy FMEA
    Mustaniroh, S. A.
    Murod, F. A. I. K.
    Silalahi, R. L. R.
    3RD INTERNATIONAL CONFERENCE ON GREEN AGRO-INDUSTRY AND BIOECONOMY (ICGAB 2019), 2020, 475
  • [23] FUZZY ASSESSMENT ON RISK OF DEEP EXCAVATION ENGINEERING
    Ren Feng
    Liu Jun-yan
    2011 ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC), 2011,
  • [24] An application of fuzzy BWM for risk assessment in offshore oil projects
    Ketabchi, Reza
    Ghaeli, M. R.
    JOURNAL OF PROJECT MANAGEMENT, 2019, 4 (03) : 233 - 240
  • [25] Source to Tap Risk Assessment for Intermittent Water Supply Systems in Arid Regions: An Integrated FTA—Fuzzy FMEA Methodology
    Husnain Haider
    Mohammed Hammed Alkhowaiter
    M. D. Shafiquzzaman
    Mohammad Alresheedi
    Saleem S. AlSaleem
    Abdul Razzaq Ghumman
    Environmental Management, 2021, 67 : 324 - 341
  • [26] Use of the Method FMEA for Hazard Identification and Risk Assessment in a Coal Mine
    Duda, Adam
    Juzek, Tymoteusz
    MANAGEMENT SYSTEMS IN PRODUCTION ENGINEERING, 2023, 31 (03) : 332 - 342
  • [27] The Use of Linguistic Variables and the FMEA Analysis in Risk Assessment in Inland Navigation
    Skupien, E.
    Tubis, A.
    TRANSNAV-INTERNATIONAL JOURNAL ON MARINE NAVIGATION AND SAFETY OF SEA TRANSPORTATION, 2018, 12 (01) : 143 - 148
  • [28] Assessment of Risk in a Production System with the Use of the FMEA Analysis and Linguistic Variables
    Burduk, Anna
    HYBRID ARTIFICIAL INTELLIGENT SYSTEMS, PT II, 2012, 7209 : 250 - 258
  • [29] Fuzzy theory-based correlated FMEA of offshore wind turbines
    Sun L.
    Kang J.
    Liu Z.
    Sun H.
    Harbin Gongcheng Daxue Xuebao/Journal of Harbin Engineering University, 2016, 37 (04): : 487 - 491
  • [30] Using fuzzy FMEA and fuzzy logic in project risk management
    Roghanian, Emad
    Mojibian, Fatemeh
    IRANIAN JOURNAL OF MANAGEMENT STUDIES, 2015, 8 (03) : 373 - 395