基于FMEA的调水工程输水渠道运行安全风险评估

李慧敏, 吉莉, 李锋, 汪伦焰, 马莹

raybet体育在线 院报 ›› 2021, Vol. 38 ›› Issue (2) : 24-31.

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raybet体育在线 院报 ›› 2021, Vol. 38 ›› Issue (2) : 24-31. DOI: 10.11988/ckyyb.20200138
工程安全与灾害防治

基于FMEA的调水工程输水渠道运行安全风险评估

  • 李慧敏, 吉莉, 李锋, 汪伦焰, 马莹
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Risk Assessment for Operational Safety of Water Diversion Projects Based on Failure Mode and Effects Analysis

  • LI Hui-min, JI Li, LI Feng, WANG Lun-yan, MA Ying
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摘要

调水工程输水渠道具有距离长、沿途地质环境复杂的特点,为了工程运行安全的标准化和规范化,必须对潜在风险进行评估并提出相应措施。针对输水渠道运行安全问题,选取结构裂缝、冰期输水不畅、渠坡失稳、材料老化、异常渗漏、地基缺陷6种故障模式进行分析评估。基于故障模式和影响分析(FMEA)运用可转换为区间直觉模糊数的多粒度语言评估方法分别对6种故障模式的严重度(S)、不易探测度(D)和发生频度(O)进行评估,运用改进的区间直觉模糊熵计算风险因子权重,最后构建基于TODIM方法各个故障模式排序模型。最终排序结果为异常渗漏风险最大,冰期输水不畅风险最小。通过与传统RPN和TOPSIS方法的排序结果进行比较,结果的可行性和有效性得到了验证。TODIM-FMEA风险评估模型可为调水工程风险评估提出一种新思路。

Abstract

The conveyance channel of water diversion project is featured with long distance and complicated geological environment. In order to standardize the safety of project operation, it is necessary to evaluate potential risks and propose corresponding measures. Six failure modes are summarized: structural cracks, poor water delivery in ice period, instability of canal slope, material aging, abnormal leakage, and foundation defects. On the basis of FMEA (Failure Mode & Effects Analysis), a multi-granularity linguistic evaluation method that can be converted to interval intuitionistic fuzzy numbers is adopted to evaluate the severity (S), difficulty of detection (D), and occurrence (O) of the six failure modes. Interval intuitionistic fuzzy entropy is used to calculate risk factor weights. And finally a ranking model for each failure mode is built based on the TODIM (Tomada de Deciso Interativa Multicritérion) method. The final ranking result suggests that the risk of abnormal leakage is the largest, and the risk of poor water delivery in ice period is the smallest. The feasibility and validity of the calculation results are verified by comparison with the ranking results of traditional RPN and TOPSIS methods. The TODIM-FMEA risk assessment model offers a new idea for the risk assessment of water diversion projects.

关键词

南水北调 / 输水渠道 / FMEA / 区间直觉模糊 / TODIM

Key words

South-to-North water diversion / water conveyance channel / FMEA / interval intuitionistic fuzzy / TODIM

引用本文

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李慧敏, 吉莉, 李锋, 汪伦焰, 马莹. 基于FMEA的调水工程输水渠道运行安全风险评估[J]. raybet体育在线 院报. 2021, 38(2): 24-31 https://doi.org/10.11988/ckyyb.20200138
LI Hui-min, JI Li, LI Feng, WANG Lun-yan, MA Ying. Risk Assessment for Operational Safety of Water Diversion Projects Based on Failure Mode and Effects Analysis[J]. Journal of Changjiang River Scientific Research Institute. 2021, 38(2): 24-31 https://doi.org/10.11988/ckyyb.20200138
中图分类号: TV68   

参考文献

[1] 侯冬梅,王才欢,刘 毅.调水工程输水渠道堰闸流量计算方法探讨[J].raybet体育在线 院报,2013, 30(8):79-83.
[2] 杜 霞,耿雷华. 南水北调中线工程运行风险分析[J]. 水利水电技术, 2011, 42(3): 85-88.
[3] 胡 丹,郑 良,李 硕,等. 南水北调中线明渠工程运行风险评价方法研究[J]. 南水北调与水利科技, 2013, 11(6): 98-101.
[4] 程卫帅,陈 进,柳 弢.调水工程系统建筑物风险相关系数推求方法[J].武汉大学学报(工学版),2004(1):15-18.
[5] 熊雁晖,漆文刚,王忠静. 南水北调中线运行风险研究(一):南水北调中线工程风险识别[J]. 南水北调与水利科技, 2010, 8(3): 1-5.
[6] 聂相田,郭春辉,张 湛. 南水北调中线工程风险管理研究[J]. 中国水利, 2011(22): 37-39.
[7] RENJITH V R, JOSE KALATHIL M, KUMAR P H, et al. Fuzzy FMECA (Failure Mode Effect and Criticality Analysis) of LNG Storage Facility[J]. Journal of Loss Prevention in the Process Industries, 2018,56:537-547.
[8] LAZAKIS I, RAPTODIMOS Y, VARELAS T. Predicting Ship Machinery System Condition through Analytical Reliability Tools and Artificial Neural Networks[J]. Ocean Engineering, 2017,152:404-415.
[9] CHOI W,YOUN B D,OH H,et al. A Bayesian Approach for a Damage Growth Model Using Sporadically Measured and Heterogeneous On-site Data from a Steam Turbine[J].Reliability Engineering & System Safety,2018,184:137-150.
[10] 李中兴,陈国华,李 刚,等. 基于PHA-FMEA的电梯安全评估方法及应用[J]. 中国安全科学学报, 2014, 24(10): 60-64.
[11] CHANG K H. A More General Risk Assessment Methodology Using a Soft Set-based Ranking Technique[J]. Soft Computing, 2014,18(1):169-183.
[12] 王 睿,朱江洪,李延来. 基于直觉模糊MULTIMOORA的改进FMEA风险评估方法[J]. 计算机集成制造系统, 2018, 24(2): 290-301.
[13] LIU H C, YOU J X, SHAN M M, et al. Failure Mode and Effects Analysis Using Intuitionistic Fuzzy Hybrid TOPSIS Approach[J]. Soft Computing, 2015,19(4):1085-1098.
[14] CHANG K H, CHANG Y C, LEE Y T. Integrating TOPSIS and DEMATEL Methods to Rank the Risk of Failure of FMEA[J]. International Journal of Information Technology & Decision Making, 2014,13(6):1229-1257.
[15] GOMES L F A M, LIMA M M P P. TODIM: Basic and Application to Multi-criteria Ranking of Projects with Environmental Impacts[J]. Foundations of Computing and Decision Sciences, 1992,16(4): 113-127.
[16] 刘 恒,耿雷华.南水北调运行风险管理关键技术问题研究[M].北京:科学出版社,2011: 88-96.
[17] ATANASSOV K, GARGOV G. Interval Valued Intuitionistic Fuzzy Sets[J]. Fuzzy Sets and Systems, 1989, 31(3): 343-349.
[18] DELGADO M, HERRERA F, HERRERA-VIEDMA E, et al. Combining Numerical and Linguistic Information in Group Decision Making [J]. Information Sciences. 1998,107(1): 177-194.
[19] 戚筱雯,梁昌勇,黄永青,等. 基于混合型评价矩阵的多属性群决策方法[J]. 系统工程理论与实践, 2013, 33(2): 473-481.
[20] 徐泽水,陈 剑. 一种基于区间直觉判断矩阵的群决策方法[J]. 系统工程理论与实践, 2007(4): 126-133.
[21] 江晓珍. 基于改进区间值直觉模糊熵的投资方案优选[J]. 重庆理工大学学报(自然科学版), 2019, 33(4): 227-236.

基金

国家重点研发计划项目(2018YFC0406905)

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