TY - JOUR
T1 - Risk Analysis for Offshore Wind Turbines Using Aggregation Operators and VIKOR
AU - Mentes, Ayhan
AU - Abbasli, Nurlan
N1 - Publisher Copyright:
© 2023, Faculty of Maritime Studies. All rights reserved.
PY - 2023/4
Y1 - 2023/4
N2 - In various engineering actions, potential hazards are reduced, calculated, or controlled using a variety of risk analysis methodologies. The FMEA, or Failure Mode and Effects Analysis, is a very efficient strategy that may be used in this situation. When evaluating safety concerns, failure modes' likely causes and consequences are considered. Serious failures in the FMEA are identified using the Risk Priority Number (RPN). The RPN considers the effect of the probability of occurrence, probability of detection and severity by multiplying these three parameters. However, because of the formula's various flaws, it is frequently criticized. In the current work, a hybrid approach using ViseKriterijumska Optimizacija I Kompromisno Resenje (VIKOR) and geometric averaging of ordered weights (OWGA) as an aggregation operator is used to assess risk for offshore wind turbines. While the OWGA technique is used to provide weight to risk indices, the VIKOR method is used to assess the relevance of failure modes of offshore wind turbine components. The method's final findings show it solves the issues with the traditional RPN technique and produces more logical outcomes.
AB - In various engineering actions, potential hazards are reduced, calculated, or controlled using a variety of risk analysis methodologies. The FMEA, or Failure Mode and Effects Analysis, is a very efficient strategy that may be used in this situation. When evaluating safety concerns, failure modes' likely causes and consequences are considered. Serious failures in the FMEA are identified using the Risk Priority Number (RPN). The RPN considers the effect of the probability of occurrence, probability of detection and severity by multiplying these three parameters. However, because of the formula's various flaws, it is frequently criticized. In the current work, a hybrid approach using ViseKriterijumska Optimizacija I Kompromisno Resenje (VIKOR) and geometric averaging of ordered weights (OWGA) as an aggregation operator is used to assess risk for offshore wind turbines. While the OWGA technique is used to provide weight to risk indices, the VIKOR method is used to assess the relevance of failure modes of offshore wind turbine components. The method's final findings show it solves the issues with the traditional RPN technique and produces more logical outcomes.
KW - Failure Mode and Effects Analysis
KW - Offshore wind turbines
KW - Ordered weighted geometric averaging
KW - Risk analysis
KW - Risk priority number
KW - VlseKriterijumskа Optimizасijа I Kompromisno Resenje
UR - http://www.scopus.com/inward/record.url?scp=85171757286&partnerID=8YFLogxK
U2 - 10.7225/toms.v12.n01.014
DO - 10.7225/toms.v12.n01.014
M3 - Article
AN - SCOPUS:85171757286
SN - 1848-3305
VL - 12
JO - Transactions on Maritime Science
JF - Transactions on Maritime Science
IS - 1
ER -