@article{ART003259721},
author={Myeong-Gwan Han and Lee and Kim dong hyun},
title={Risk Mitigation Strategy Based on FMEA for Integrated Power Management System: A Case Study Applying Fuzzy Service FMEA},
journal={Journal of Internet of Things and Convergence},
issn={2466-0078},
year={2025},
volume={11},
number={5},
pages={21}
TY - JOUR
AU - Myeong-Gwan Han
AU - Lee
AU - Kim dong hyun
TI - Risk Mitigation Strategy Based on FMEA for Integrated Power Management System: A Case Study Applying Fuzzy Service FMEA
JO - Journal of Internet of Things and Convergence
PY - 2025
VL - 11
IS - 5
PB - The Korea Internet of Things Society
SP - 21
EP -
SN - 2466-0078
AB - This paper presents a fuzzy rule-based FMEA applied to the power management system (PMS) of hybrid vessels to complement the qualitative limitations of conventional FMEA and to reflect the operational context of complex systems. The proposed method extends conventional subjective evaluation into a quantitative model based on fuzzy logic, thereby ensuring the consistency and objectivity of risk assessment. Occurrence, severity, and detectability are modeled as triangular fuzzy numbers(TFNs) on a five-level linguistic scale, and a fuzzy risk-priority number(RPN) is derived through product t-norm inference and centroid defuzzification(Δx = 0.1, output scale [0–100]). In a case study on output short-circuit, input overvoltage, and overheat protection, the fuzzy RPN corrected over- and underestimation versus the traditional RPN(e.g., 84→73.5, 72→66.2, 56 → 58.3). The results demonstrate improved diagnostic accuracy, reproducibility, and general applicability of the proposed approach, which is practical for test/inspection resource allocation, protection-logic retuning, and extensible to weighted RPN(WRPN), FTA coupling, and digital-twin-based online risk management.
KW - Fuzzy FMEA;Power Management System (PMS);Hybrid Vessel;Risk Priority Number (RPN);;Digital Twin;Safety
DO -
UR -
ER -
Myeong-Gwan Han, Lee and Kim dong hyun. (2025). Risk Mitigation Strategy Based on FMEA for Integrated Power Management System: A Case Study Applying Fuzzy Service FMEA. Journal of Internet of Things and Convergence, 11(5), 21.
Myeong-Gwan Han, Lee and Kim dong hyun. 2025, "Risk Mitigation Strategy Based on FMEA for Integrated Power Management System: A Case Study Applying Fuzzy Service FMEA", Journal of Internet of Things and Convergence, vol.11, no.5 21.
Myeong-Gwan Han, Lee, Kim dong hyun "Risk Mitigation Strategy Based on FMEA for Integrated Power Management System: A Case Study Applying Fuzzy Service FMEA" Journal of Internet of Things and Convergence 11.5 21 (2025) : 21.
Myeong-Gwan Han, Lee, Kim dong hyun. Risk Mitigation Strategy Based on FMEA for Integrated Power Management System: A Case Study Applying Fuzzy Service FMEA. 2025; 11(5), 21.
Myeong-Gwan Han, Lee and Kim dong hyun. "Risk Mitigation Strategy Based on FMEA for Integrated Power Management System: A Case Study Applying Fuzzy Service FMEA" Journal of Internet of Things and Convergence 11, no.5 (2025) : 21.
Myeong-Gwan Han; Lee; Kim dong hyun. Risk Mitigation Strategy Based on FMEA for Integrated Power Management System: A Case Study Applying Fuzzy Service FMEA. Journal of Internet of Things and Convergence, 11(5), 21.
Myeong-Gwan Han; Lee; Kim dong hyun. Risk Mitigation Strategy Based on FMEA for Integrated Power Management System: A Case Study Applying Fuzzy Service FMEA. Journal of Internet of Things and Convergence. 2025; 11(5) 21.
Myeong-Gwan Han, Lee, Kim dong hyun. Risk Mitigation Strategy Based on FMEA for Integrated Power Management System: A Case Study Applying Fuzzy Service FMEA. 2025; 11(5), 21.
Myeong-Gwan Han, Lee and Kim dong hyun. "Risk Mitigation Strategy Based on FMEA for Integrated Power Management System: A Case Study Applying Fuzzy Service FMEA" Journal of Internet of Things and Convergence 11, no.5 (2025) : 21.
