|本期目录/Table of Contents|

[1]王亮,罗洋,张自欣,等.基于改进FMEA方法的突发事件主要特征分析*[J].中国安全生产科学技术,2025,21(3):50-57.[doi:10.11731/j.issn.1673-193x.2025.03.007]
 WANG Liang,LUO Yang,ZHANG Zixin,et al.Analysis on main characteristics of emergencies based on improved FMEA method[J].JOURNAL OF SAFETY SCIENCE AND TECHNOLOGY,2025,21(3):50-57.[doi:10.11731/j.issn.1673-193x.2025.03.007]
点击复制

基于改进FMEA方法的突发事件主要特征分析*
分享到:

《中国安全生产科学技术》[ISSN:1673-193X/CN:11-5335/TB]

卷:
21
期数:
2025年3期
页码:
50-57
栏目:
学术论著
出版日期:
2025-03-31

文章信息/Info

Title:
Analysis on main characteristics of emergencies based on improved FMEA method
文章编号:
1673-193X(2025)-03-0050-08
作者:
王亮罗洋张自欣王应明
(1.福州大学 经济与管理学院,福建 福州 350108;
2.福建江夏学院 工商管理学院,福建 福州 350108)
Author(s):
WANG Liang LUO Yang ZHANG Zixin WANG Yingming
(1.School of Economics and Management,Fuzhou University,Fuzhou Fujian 350108,China;
2.School of Business Administration,Fujian Jiangxia University,Fuzhou Fujian 350108,China)
关键词:
失效模式与后果分析突发事件特征分析犹豫模糊语言集
Keywords:
failure mode and effect analysis(FMEA) emergency characteristic analysis hesitant fuzzy linguistic term sets
分类号:
X928.0
DOI:
10.11731/j.issn.1673-193x.2025.03.007
文献标志码:
A
摘要:
为有效应对不确定的信息环境,提出1种改进失效模式与后果分析(FMEA)的突发事件主要特征分析方法。首先,利用文本挖掘技术充分挖掘突发事件事故报告的文本信息,提取突发事件的不同特征;其次,采用历史案例的事故报告统计各特征的发生度O和严重度S,专家利用犹豫模糊语言集定性评估检测度D,对突发事件不同特征进行综合风险评估,分析突发事件的主要特征;最后,将所提方法应用于瓦斯爆炸事故,并与已有FMEA方法进行对比分析。研究结果表明:本文所提方法可高效分析突发事件的主要特征,为丰富和拓展FMEA方法的应用领域及范畴提供参考。
Abstract:
In order to effectively cope with the uncertain information environment,an analysis method for the main characteristics of emergencies based on the improved failure mode and effect analysis (FMEA) method was proposed.Firstly,the text mining technology was used to fully mine the textual information of the incident reports of emergencies and extract different characteristics of emergencies.Secondly,the occurrence degree O and severity degree S of each characteristic were counted by using the incident reports of historical cases,and the experts used the hesitant fuzzy linguistic term sets to qualitatively assess the detection degree D.The comprehensive risk assessment was conducted on different characteristics of emergencies,and the main characteristics of emergencies were analyzed.Finally,the proposed method was applied to the gas explosion accidents,and compared with the existing FMEA methods.The results show that the proposed method can efficiently analyze the main characteristics of emergencies,and provides reference for enriching and expanding the application fields and scopes of the FMEA method.

参考文献/References:

[1]中华人民共和国国务院法制办.中华人民共和国突发事件应对法[M].北京:中国法制出版社,2007.
[2]杨文旺,邢浩然.煤矿爆破工不安全行为致因分析与控制 [J].安全与环境学报,2018,18(3):983-987. YANG Wenwang,XING Haoran.Causative analysis and control measures of the reckless blast acts in the gas explosion accidents[J].Journal of Safety and Environment,2018,18(3):983-987.
[3]曹家琳,崔永国.煤矿瓦斯突出事故致因分类研究[J].煤矿安全,2018,49(4):229-232. CAO Jialin,CUI Yongguo.Classified study on causal factors of coal mine gas outburst accidents[J].Safety in Coal Mines,2018,49(4):229-232.
[4]陈农田,李俊辉,满永政,等.基于民航安全信息文本挖掘的进近着陆致险因素分析[J].中国安全生产科学技术,2022,18(3):5-10. CHEN Nongtian,LI Junhui,MAN Yongzheng,et al.Risk factors analysis of approach and landing based on civil aviation safety information text mining [J].Journal of safety Science and Technology,2022,18(3):5-10.
[5]郑秀梅,田晓康,柳青,等.通用航空事故致因文本挖掘和社会网络分析[J].安全与环境学报,2024,24(2):602-609. ZHEN Xiumei,TIAN Xiaokang,LIU Qing,et al.General aviation accident causation text mining and social network analysis[J].Journal of Safety and Environment,2024,24(2):602-609.
[6]PENG J L,LIU X.Analysis of factors influencing resource scheduling for emergency construction projects considering multiple spatial characteristics[J].Developments in the Built Environment,2024,17:100329.
[7]LIU X,WANG Z,ZHANG S,et al.Analysis of influencing factors in emergency management based on an integrated methodology[J].Adaptive Behavior,2019,27(5):331-345.
[8]AKYUZ E,CELIK E.A quantitative risk analysis by using interval type-2 fuzzy FMEA approach:the case of oil spill[J].Maritime Policy & Management,2018,45(8):979-994.
[9]尤建新,刘威,杨迷影.用于供应商风险评价FMEA改进[J].同济大学学报(自然科学版),2019,47(1):130-135. YOU Jianxin,LIU Wei,YANG Miying.An improved FMEA for supplier risk assessment[J].Journal of Tongji University(Nature Science),2019,47(1):130-135.
[10]ZHOU B,CHEN J,WU Q,et al.Risk priority evaluation of power transformer parts based on hybrid FMEA framework under hesitate fuzzy environment[J].Facta Universitatis,Series:Mechanical Engineering,2022,20(2):399.
[11]DAI J K,PANG J H,LUO Q,et al.Failure evaluation of electronic products based on double hierarchy hesitant fuzzy linguistic term set and K-Means clustering algorithm[J].Symmetry,2022,14(12):2555.
[12]PANCHAL D,SRIVASTAVA P.Qualitative analysis of CNG dispensing system using fuzzy FMEA-GRA integrated approach[J].International Journal of System Assurance Engineering and Management,2019,10(1):44-56.
[13]LIU J W,WANG D J,LIN Q L,et al.Risk assessment based on FMEA combining DEA and cloud model:a case application in robot-assisted rehabilitation[J].Expert Systems with Applications,2023,214:119119.
[14]石旭东,成博源,黄琨,等.基于模糊TOPSIS-FMEA的飞机IDG风险评价[J].系统工程与电子技术,2022,44(6):2060-2064. SHI Xudong,CHENG Boyuan,HUANG Kun,et al.Risk assessment of aircraft IDG based on fuzzy TOPSIS-FMEA[J].Systems Engineering and Electronics,2022,44(6):2060-2064.
[15]ZHANG Z X,WANG L,WANG Y M,et al.A novel alpha-level sets based fuzzy DEMATEL method considering experts’ hesitant information[J].Expert Systems with Applications,2023,213:118925.
[16]施聪莺,徐朝军,杨晓江.TFIDF算法研究综述[J].计算机应用,2009,29(S1):167-170,180. SHI Congying,XU Chaojun,YANG Xiaojiang.Study of TFIDF algorithm[J].Journal of Computer Applications,2009,29(S1):167-170,180.
[17]周源,刘怀兰,杜朋朋,等.基于改进TF-IDF特征提取的文本分类模型研究[J].情报科学,2017,35(5):111-118. ZHOU Yuan,LIU Huailan,DU Pengpeng,et al.Research of text classification model based on the improved TF-IDF feature extraction[J].Information Science,2017,35(5):111-118.
[18]国家矿山安全监察局.国家矿山安全监察局关于印发《矿山生产安全事故报告和调查处理办法》的通知[EB/OL].(2023-01-18)[2024-05-12].https://www.chinamine-safety.gov.cn/zfxxgk/fdzdgknr/tzgg/202301/t20230118_440874.shtml.
[19]LIU H,RODRGUEZ R M.A fuzzy envelope for hesitant fuzzy linguistic term set and its application to multicriteria decision making[J].Information Sciences,2014,258:220-238.
[20]ZHANG Z X,WANG L,WANG Y M.A novel early warning method for handling non-homogeneous information[J].Mathematics,2022,10(16):3016.
[21]犹梦洁.基于文本挖掘的煤矿安全风险识别与评价研究[D].徐州:中国矿业大学,2023.
[22]中华人民共和国应急管理部.煤矿瓦斯爆炸原因分析及防治办法[EB/OL].(2019-04-01)[2024-05-01].https://www.mem.gov.cn/kp/sgzn/201904/t20190401_366204.shtml.
[23]BOWLES J B,PELAEZ C E.Fuzzy logic prioritization of failures in a system failure mode,effects and criticality analysis [J].Reliability Engineering & System Safety,1995,50(2):203-213.
[24]耿秀丽,张永政.基于犹豫模糊集的改进FMEA风险评估方法[J].计算机集成制造系统,2017,23(2):340-348. GENG Xiuli,ZHANG Yongzheng.Improved FMEA approach for risk evaluation based on hesitant fuzzy set[J].Computer Integrated Manufacturing Systems,2017,23(2):340-348.

相似文献/References:

[1]江田汉,邓云峰,李湖生,等.基于秩和比法的突发事件固有风险水平评估[J].中国安全生产科学技术,2010,6(5):34.
 JIANG Tian-han,DENG Yun-feng,LI Hu-sheng,et al.Inherent risk assessment of emergency incidents based on the rank sum ratio method in China[J].JOURNAL OF SAFETY SCIENCE AND TECHNOLOGY,2010,6(3):34.
[2]吴发旺.电力突发事件应急管理中的博弈[J].中国安全生产科学技术,2011,7(3):73.
 WU Fa-wang.Game on emergency management of power incident[J].JOURNAL OF SAFETY SCIENCE AND TECHNOLOGY,2011,7(3):73.
[3]朱中华,王则胜.港口水域突发事件应急预案存在的问题与对策分析[J].中国安全生产科学技术,2011,7(3):123.
 ZHU Zhong-hua,WANG Ze-sheng.Analysis and Countermeasure to Problems of Port Waters Emergency Response Plan[J].JOURNAL OF SAFETY SCIENCE AND TECHNOLOGY,2011,7(3):123.
[4]江田汉,邓云峰,李湖生,等.基于风险的突发事件应急准备能力评估方法[J].中国安全生产科学技术,2011,7(7):35.
 JIANG Tianhan DENG Yunfeng LI Husheng LIU Tiemin JIANG Chuansheng WANG Jianguang WANG Jingjing.Risk-based assessment model for emergency preparedness capability of emergency incidents in China[J].JOURNAL OF SAFETY SCIENCE AND TECHNOLOGY,2011,7(3):35.
[5]刘铁民.突发事件应急预案体系概念设计研究[J].中国安全生产科学技术,2011,7(8):5.
 LIU Tie-min.Design of the emergency plan system’s concept[J].JOURNAL OF SAFETY SCIENCE AND TECHNOLOGY,2011,7(3):5.
[6]杨力.突发事件应急意识和能力建设探讨[J].中国安全生产科学技术,2011,7(8):154.
 YANG Li.Study on ascension of emergency consciousness and ability construction[J].JOURNAL OF SAFETY SCIENCE AND TECHNOLOGY,2011,7(3):154.
[7]郑霞忠,胡斌锋,郑烜.基于水电工程的应急执行力构成要素分析[J].中国安全生产科学技术,2011,7(10):149.
 ZHENG Xia-zhong,HU Bin-feng,ZHENG Xuan.An analysis on the constituent elements of emergency execution based on the hydropower project[J].JOURNAL OF SAFETY SCIENCE AND TECHNOLOGY,2011,7(3):149.
[8]李群.突发事件应急推演系统平台分析与设计[J].中国安全生产科学技术,2012,8(3):120.
 LI Qun.Analysis and design of simulated emergency exercise system platform[J].JOURNAL OF SAFETY SCIENCE AND TECHNOLOGY,2012,8(3):120.
[9]刘铁民.应急预案重大突发事件情景构建* ——基于“情景-任务-能力”应急预案编制技术研究之一[J].中国安全生产科学技术,2012,8(4):5.
 LIU Tie min.Studies on scenes’ construction of emergency planning ——part I of emergency planning technology based on “scenetaskability”[J].JOURNAL OF SAFETY SCIENCE AND TECHNOLOGY,2012,8(3):5.
[10]王爱莎,彭〓伟.突发事件下某教室的人员疏散研究[J].中国安全生产科学技术,2012,8(8):163.
 WANG Ai sha,PENG Wei.Study on emergency evacuation of a classroom[J].JOURNAL OF SAFETY SCIENCE AND TECHNOLOGY,2012,8(3):163.

备注/Memo

备注/Memo:
收稿日期: 2024-09-05
* 基金项目: 国家社会科学基金项目(21CTJ004)
作者简介: 王亮,博士,副教授,主要研究方向为突发事件预警、决策理论与方法等。
通信作者: 张自欣,博士,副教授,主要研究方向为突发事件预警、决策理论与方法等。
更新日期/Last Update: 2025-03-28