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论文中文题名:

 化工园区事故灾难应急能力评估方法研究    

姓名:

 童鑫    

学号:

 19220089025    

保密级别:

 公开    

论文语种:

 chi    

学科代码:

 083700    

学科名称:

 工学 - 安全科学与工程    

学生类型:

 硕士    

学位级别:

 工学硕士    

学位年度:

 2022    

培养单位:

 西安科技大学    

院系:

 安全科学与工程学院    

专业:

 安全科学与工程    

研究方向:

 灾害应急救援    

第一导师姓名:

 郑学召    

第一导师单位:

 西安科技大学    

论文提交日期:

 2022-06-20    

论文答辩日期:

 2022-06-05    

论文外文题名:

 Evaluation method of emergency capability for accident disasters in chemical industry parks    

论文中文关键词:

 化工园区 ; 应急能力 ; 指标体系 ; 评估模型 ; 软件开发    

论文外文关键词:

 Chemical park ; emergency capacity ; index system ; assessment model ; software development    

论文中文摘要:

化工园区已逐渐成为推动区域经济快速增长的重要支撑与引领行业发展的主导模式,在促进国民经济快速发展的同时,化工园区事故灾难时有发生,由于其产业结构密集性,易引发多米诺效应,造成恶劣的社会影响。为降低事故灾难发生概率与后果,化工园区需具备面向事故灾难的应急能力,如何准确评估与高效提升应急能力便显得尤为重要。因此,本文提出化工园区事故灾难应急能力评估方法——通过构建评估指标体系与数学模型,定量评估化工园区应急能力,确定其应急能力薄弱环节与提升路径,对于加强化工园区应急管理水平具有重要意义。

首先,通过绘制事故轨迹交叉致因图与事故应急过程因果环路图,掌握化工园区事故灾难共性特征与应对规律;基于“应急管理-安全系统”视角,确定化工园区事故灾难应急能力研究思路;通过多维视角与影响因素层间关系,构建化工园区事故灾难应急能力“时间-空间-对象”三维结构模型;结合事故灾难共性特征与应急结构模型,构建化工园区事故灾难应急能力评估指标体系,确定指标概念与内涵。

其次,通过对多种评估模型优劣分析,优选确定各评估阶段的评估模型。基于群组AHP评价与可信度理论构建动静结合的主观权重确定方法,运用BP神经网络算法检验赋值数据并实现客观权重计算,采用线性功效系数法计算主客观组合权重作为评估模型的最终权重;将基础指标赋值数据与最终权重进行加权计算,确定化工园区应急能力等级与评估分值,运用TOPSIS方法分析探寻化工园区事故灾难应急能力改进的最优路径。

最后,通过分析陕西省某市6个化工园区“应急能力成熟度”与对照组“一体化安全管理与应急救援”的相关性,计算得出线性相关系数rxy=0.7869,说明二者显著相关,验证了评估方法的科学性。基于论文评估方法,运用Visual Basic与MATLAB编译环境开发了化工园区事故灾难应急能力成熟度评估软件,为化工园区应急能力成熟度判定与改进路径设计提供了软件技术支撑,实现了化工园区事故灾难应急能力评估过程自动化与结果可视化。

论文外文摘要:

Chemical parks have gradually become an important support for rapid regional economic growth and a leading mode of industry development. While promoting rapid national economic development, accident disasters occur in chemical parks from time to time, and due to their dense industrial structure, they are prone to the domino effect, causing bad social impacts. In order to reduce the probability and consequences of accident disasters, chemical parks need to have emergency capabilities for accident disasters, and it is particularly important to accurately assess and efficiently improve emergency capabilities. Therefore, this paper proposes a method to assess the emergency capability of chemical parks,by constructing an assessment index system and mathematical model, we quantitatively assess the emergency response capability of chemical parks and determine the weaknesses and optimal improvement paths of the emergency capability, which is important to improve the emergency management of chemical parks.

Firstly, by drawing the cross-cause diagram of accident trajectory and the causal loop diagram of accident emergency process, we can grasp the common characteristics and response rules of accident disasters in chemical parks; based on the perspective of "emergency management-safety system", we can determine the research idea of accident disasters emergency response capability in chemical parks; through the multidimensional perspective and the inter-layer relationship of influencing factors, we can construct the three-dimensional structure model of "time-space-object" of accident disasters emergency capability in chemical parks; by combining the common characteristics of accident disasters and emergency response structure model, we can construct the evaluation index system of accident disasters emergency capability in chemical parks and determine the concept and connotation of index.

Secondly, the evaluation model for each evaluation stage is preferably determined by analyzing the advantages and disadvantages of multiple evaluation models. Based on the group AHP evaluation and credibility theory, we construct a subjective weight determination method that combines dynamic and static, use BP neural network algorithm to examine the assigned data and realize objective weight calculation, and use the linear efficacy coefficient method to calculate the combined subjective and objective weights as the final weights of the assessment model; weight the assigned data of the basic indexes and the final weights to determine the emergency response capability level and assessment score of the chemical park, and use the The TOPSIS method was used to analyze and explore the optimal path to improve the emergency response capability of chemical parks.

Finally, by analyzing the correlation between the "emergency capability maturity" score and the "integrated safety management and emergency rescue" of the control group in six chemical parks in a city of Shaanxi Province, the linear correlation coefficient was calculated (rxy=0.7869), indicating that the both were significantly correlated. The scientific validity of the assessment method was verified. Based on the evaluation method of the thesis, the software for assessing the maturity of the emergency capability of chemical parks was developed using Visual Basic and MATLAB compilation environment, which provides software technical support for the determination of the maturity of the emergency capability of chemical parks and the design of improvement paths, and realizes the automation of the process and visualization of the results of the evaluation of the emergency capability of chemical parks.

参考文献:

[1]刘延超.化工生产中安全因素与技术分析[J].科技创新与应用,2019(22):147-148.

[2]国家统计局.中国统计年鉴[J].北京:中国统计出版社,2020.

[3]范祥,叶春明,全伟亮.新形势下我国危化品仓储安全问题研究[J].物流科技,2016(10):148-151.

[4]阮小文,朱越平.化工园区综合评价方法研究现状及进展[J].广东化工,2015,42(13):125-

126,145.

[5]冯云.危险化学品化工厂风险评价研究[D].成都:西南交通大学,2011.

[6]王赞.关于生产安全风险分级管控的探讨[J].石化技术,2017,24(5):179-180.

[7]钟鸣宇,马秋菊.化工企业DVR风险分析模型的构建及应用——基于公共安全三角形模型[J].中国安全生产科学技术,2020,16(12):23-29.

[8]胡馨升,多英全,张圣柱,等.2011-2015年全国危险化学品事故分析[J].中国安全生产科学技术,2018,14(2):180-185.

[9]胡万吉.2009—2018年我国化工事故统计与分析[J].今日消防,2019,4(2):3-7.

[10]王雪林.城市气象灾害应急能力综合评价研究[D].西安建筑科技大学,2018.

[11]李湖生.非常规突发事件应急准备体系的构成及其评估理论与方法研究[J].中国应急管理,2013(8):13-21.

[12]于德利.化学工业园区应急能力评估体系研究[D].大连:大连理工大学,2010.

[13]Lv C, Wu Z, Liu Z, et al. The multi-level comprehensive safety evaluation for chemical production instalment based on the method that combines grey-clustering and EAHP[J]. International Journal of Disaster Risk Reduction, 2017, 21(5): 243-250.

[14]Bulla-Cruz L A, Laureshyn A, Lyons L. Event-based road safety assessment: A novel approach towards risk microsimulation in roundabouts[J]. Measurement, 2020, 165(8): 1-13.

[15]Arun A, Haque M M, Bhaskar A, et al. A systematic mapping review of surrogate safety assessment using traffic conflict techniques[J]. Accident Analysis & Prevention, 2021, 153(4): 106016.

[16]Ruan F, Chen C H, Cheng Y, et al. Study on evaluation method for nuclear emergency rescue measures at containment vessel[J]. Annals of Nuclear Energy, 2021, 151(7): 107942.

[17]胡月亭,李彦涛.基于可拓的石油化工企业应急能力评估研究[J].中国安全生产科学技术,2013,9(3):144-149.

[18]王飞跃,王维.化工园区应急管理能力评估研究[J].中国安全生产科学技术,2017,13(6)

:132-138.

[19]刘朝峰,张嘉鑫,杜金泽,等.基于SPA-VFRM的城市要害系统综合应急能力研究[J].中国安全生产科学技术,2019,15(7):26-31.

[20]陆秋琴,王勃,黄光球.基于模糊Petri网的城市突发性燃气短缺应急能力评估[J].中国安全生产科学技术,2019,15(9):182-188.

[21]王迪,房鑫炎,陈晓国,等.基于模糊-两阶段超效率SBM的电网应急能力动态综合评价[J].控制与决策,2021,36(6):1333-1341.

[22]昝军,刘毅,王霞,等.湖北省化工园区应急能力评估[J].工业安全与环保,2020,46(1):64

-66.

[23]韩心星.基于情景构建与推演的企业应急能力评估[J].科学技术与工程,2021,21(3):1

223-1229.

[24]王雨堃,张茹,贾鹏宇,等.港口企业应急能力建设评估要点[J].港口科技,2021(2):9-12.

[25]王瑞强,许永莉,杜军,等.基于盲数与成熟度理论的化工园区火灾爆炸事故应急能力评估[J].安全与环境工程,2021,28(2):30-35+43.

[26]Kang J, Zhang J, Bai Y. Modeling and evaluation of the oil-spill emergency response capability based on linguistic variables[J]. Marine pollution bulletin, 2016, 113(1-2): 293-301.

[27]Zhang B, Chu Z, Cheng L, et al. A quantitative safety regulation compliance level evaluation method[J]. Safety science, 2019, 112(5): 81-89.

[28]Li Z, Chen C, Yu S, et al. Safety evaluation of spent fuel road transportation based on weighted nearest neighbor method[J]. Annals of Nuclear Energy, 2019, 127(6): 412-418.

[29]Omrani H, Amini M, Alizadeh A. An integrated group best-worst method–Data envelopment analysis approach for evaluating road safety: A case of Iran[J]. Measurement, 2020, 152(10): 107330.

[30]Wu H W, Zhen J, Zhang J. Urban rail transit operation safety evaluation based on an improved CRITIC method and cloud model[J]. Journal of Rail Transport Planning & Management, 2020, 16(8): 100206.

[31]何逢,燕雪峰,周勇.基于S型曲线的指标权重确定方法[J].计算机科学,2015,42(6):216-

219+227.

[32]强凤娇.灰色聚类决策中指标权重和综合决策测度权系数的确定[J].统计与决策,2015(22):50-54.

[33]刘强,陈伟,苏屹.省域生态文明建设能力评价指标权重的确定[J].统计与决策,2016(21):59-61.

[34]耿秀丽,肖子涵,孙绍荣.基于双层专家权重确定的风险型大群体决策[J].控制与决策,2017,32(5):885-891.

[35]施振佺,陈世平.基于粗糙集和知识粒度的特征权重确定方法[J].科技管理研究,2018,38(12):248-253.

[36]张振刚,盛勇,欧晨.基于FAHP-CEEMDAN的指标权重确定方法[J].统计与决策,2019,35(2):79-83.

[37]张发明,王伟明.基于后悔理论和DEMATEL的语言型多属性决策方法[J].中国管理科学,2020,28(6):201-210.

[38]林原,战仁军,吴虎胜.基于犹豫度和相似度的专家权重确定方法及其应用[J].控制与决策,2021,36(6):1482-1488.

[39]肖枝洪,王一超.关于“评测指标权重确定的结构熵权法”的注记[J].运筹与管理,2020,29(6):145-149.

[40]李茹,马育林,田欢,等.基于熵值和G1法的自动驾驶车辆综合智能定量评价[J].汽车工程,2020,42(10):1327-1334.

[41]邱少明,王建伟,杜秀丽,等.基于指标双层变权和TOPSIS-灰关联的多目标威胁评估方法[J].电光与控制,2021,28(6):1-6.

[42]杨爱武,李战武,李宝,等.基于动态变权重的空战态势评估[J].兵工学报,2021,42(7):1553-1563.

[43]Qi K, Wang Q, Duan Q, et al. A multi criteria comprehensive evaluation approach for emergency response capacity with interval 2-tuple linguistic information[J]. Applied Soft Computing, 2018, 72(10): 419-441.

[44]Barak S, Dahooei J H. A novel hybrid fuzzy DEA-Fuzzy MADM method for airlines safety evaluation[J]. Journal of Air Transport Management, 2018, 73(8): 134-149.

[45]Truong V H, Vu Q V, Thai H T, et al. A robust method for safety evaluation of steel trusses using Gradient Tree Boosting algorithm[J]. Advances in Engineering Software, 2020, 147(7): 102825.

[46]Ye X, Chen B, Lee K, et al. An emergency response system by dynamic simulation and enhanced particle swarm optimization and application for a marine oil spill accident[J]. Journal of Cleaner Production, 2021, 297(4): 126591.

[47]Wu G, Tong J, Zhang L, et al. Research on Rapid Source Term Estimation in Nuclear Accident Emergency Decision for Pressurized Water Reactor Based on Bayesian Network[J]. Nuclear Engineering and Technology, 2021,53(8):2534-2546

[48]Kim J T, Kim J, Seong P H, et al. Quantitative resilience evaluation on recovery from emergency situations in nuclear power plants[J]. Annals of Nuclear Energy, 2021, 156(5): 108220.

[49]盛勇.基于情景构建技术的应急准备能力评估方法[J].中国安全生产科学技术,2017,13(10):43-47.

[50]刘天畅,李向阳,于峰.案例驱动的CI系统应急能力不足评估方法[J].系统管理学报,2017,26(3):464-472.

[51]刘天畅,李向阳,于峰.基于混乱图的CI系统应急能力不足挖掘方法[J].中国安全生产科学技术,2017,13(4):136-141.

[52]陈思,魏晓阳,吴青,等.基于动态贝叶斯的水上交通应急能力评估模型[J].统计与决策,2018,34(2):57-60.

[53]尹鑫伟,汪彤,代宝乾,等.基于PT-IE的区域性企业整体应急准备能力评估分析[J].中国安全生产科学技术,2019,15(8):137-143.

[54]王迪,蔡东军,房鑫炎,等.动态综合评价方法在电网应急能力评估中的应用[J].电力系统保护与控制,2019,47(16):101-107.

[55]刘朝峰,张嘉鑫,杜金泽,等.基于SPA-VFRM的城市要害系统综合应急能力研究[J].中国安全生产科学技术,2019,15(7):26-31.

[56]李宝德,吕靖,李晶.基于改进Copula的海上运输关键节点应急保障能力评估[J].交通运输系统工程与信息,2020,20(2):20-25.

[57]贾婧,窦圣宇,范国玺,等.基于熵权法和灰色关联分析法的海岛地震应急能力评价研究[J].世界地震工程,2020,36(3):233-241.

[58]倪慧荟,姚晓晖,初玉,等.集成“能力-时效-决策”的应急处置效果预评估模型[J].中国安全科学学报,2020,30(12):148-156.

[59]2018年全国化工事故分析报告.[EB/OL].(2019-02-26)[2021.6.8].https://www.sohu.com

/a/297892978_700816.

[60]危化监管司.2019年全国化工事故分析报告.[EB/OL].(2020-09-01)[2021.6.8].https://w

ww.sohu.com/a/415897039_100022601.

[61]国务院事故调查组.江苏响水天嘉宜化工有限公司“3-21”特别重大爆炸事故调查报告.[EB/OL].(2019-11-27)[2021.6.8].http://www.zjpy.gov.cn/art/2019/11/27/art_1440029_40543658.html.

[62]陕西安康市恒翔生物化工有限公司“10-11”较大中毒室息事故调查报告.[EB/OL].(2020-08-10)[2021.6.8].http://www.isa-hsse.com/index.php?a=48231.

[63]谭琼.化工园区事故应急能力综合评价研究[D].重庆:重庆大学,2009.

[64]吴宗之,刘茂.重大事故应急救援系统及预案导论[M].北京:冶金工业出版社,2003.

[65]Saiedian H, Kuzara R. SEI capability maturity model's impact on contractors[J]. Computer, 1995,28(1):16-26.

[66]Kwak Y H, Ibbs C W.Project management process maturity(PM)2 Model[J].Journal of Management in Engineering,2002.18(3):150-155.

[67]Kerzner H.Strategic planning for a project office[J].Project Management Journal,2003,34

(2):13-25.

[68]Project Management Institute.OPM3 Organizational Project Management Maturity Model:Knowledge Foundation[M].2nd ed.Newtown Square,PA:Project Management Institute,2008.

[69]王志虎,刘苹妮,杨振宏.安全经济能力成熟度模型的构建及其应用研究[J].安全与环境工程,2013,20(1):105-107,119.

[70]王瑞强,许永莉,杜军,等.基于盲数与成熟度理论的化工园区火灾爆炸事故应急能力评估[J].安全与环境工程,2021,28(2):30-35+43.

[71]黄安文,林立,秦坤蓉,等.基于综合评价指数法的城市道路植物配置模式评价及优化研究——以自贡市城市建成区为例[J].西南大学学报(自然科学版),2021,43(3):156-166.

[72]李遵伟,陈明.基于相对差距和法的改装船舶优选[J].船舶工程,2013,35(S1):130-133.

[73]揣小明,申霞,桑志彪,等.利用Delphi-PCA方法筛选煤炭企业关键人因风险因子研究[J].工业安全与环保,2015,41(8):34-38.

[74]梁秋萍,严学迎.基于熵权TOPSIS法的不同品种甜樱桃营养品质综合评价[J].食品研究与开发,2021,42(16):59-64.

[75]马晟翔,李希建.基于因子分析与BP神经网络的煤与瓦斯突出预测[J].矿业安全与环保,2019,46(2):70-74.

[76]段在鹏,钱新明,夏登友,等.基于蒙特卡洛模拟和主客观综合权重的化工园区配电系统模糊综合评价[J].安全与环境学报,2016,16(1):15-19.

[77]赵宝福,张超,贾宝山,等.煤企安全投入评价的G-INFNs-MCGDM方法及应用[J].中国安全科学学报,2017,27(2):139-144.

[78]林晓波,郭立全.煤矿深部开采巷道掘进过断层安全风险综合分析与评价[J].煤矿安全,2020,51(3):200-206.

[79]周宾,陈兴鹏,朱荣国.灰色局势决策在企业清洁生产技改决策中的应用[J].工业安全与环保,2011,37(1):35-37.

[80]刘清清,赵江平,刘冬华.基于DEA对抗交叉评价模型的化工园区脆弱性评价[J].中国安全生产科学技术,2016,12(1):56-60.

[81]LIU Y, NI W T, GE Z Q. Fuzzy decision fusion system for fault classification with analytic hierarchy process approach[J]. Chemometrics and Intelligent Laboratory Systems.2017, 166(5):61-68.

[82]杨芳绒,张晨曦,鲁黎明.基于AHP法的郑州城市公园康养景观评价[J/OL].西北林学院学报:1-8[2021-11-13].

[83]王敬,陈志武,何云.基于AHP群决策的火炮内弹道方案评价[J].火炮发射与控制学报,2013(4):1-4.

[84]高阳,罗贤新,胡颖.基于判断矩阵的专家聚类赋权研究[J].系统工程与电子技术,2009,31(3):593-596.

[85]刘鹏,张园林,晏湘涛,等.基于专家动态权重的群组AHP交互式决策方法[J].数学的实践与认识,2007,37(13):85-90.

[86]陈治宏,卢国明,吴晓华,等.基于AHP的群决策风险评估方法[J].计算机应用,2009,29(S1):125-127+145.

[87]秦寿康.综合评价原理与应用[M].北京:电子工业出版社,2003.

[88]郭军.矿井热动力灾害救援安全性评价与动态预测[D].西安:西安科技大学,2016.

[89]徐丹,王双银,甘治国,等.基于改进层次分析法的突发水污染事故风险分析[J].水利水电技术,2020,51(10):159-166.

[90]肖峻波.基于BP神经网络的电信企业供应商绩效评估研究[D].北京:北京邮电大学,2019.

[91]刘璐.LMBP神经网络方法在化工企业安全评价中的应用[D].天津:天津大学,2016.

[92]郭昱.权重确定方法综述[J].农村经济与科技,2018,29(8):252-253.

[93]高涛,罗黄洋,吴韧,等.主客观组合权重法在食品感官评价中的应用[J].食品工业科技,2021,42(18):300-307.

[95]邓庆.松坪沟景区地震地质灾害风险评价及其应用研究[D].成都:成都理工大学,2018.

[96]Zyoud s H, Fuchs-Hanusch D. A bibliometric-based survey on AHP and TOPSIS techniques[J].expert.Systems With Applications.2017,78(7):158-181.

[97]Liang D,Xu Z. The new extension of TOPSIS method for multiple criteria decision making with hesitant Pythagorean fuzzy sets[J].Applied Soft Computing.2017,60:16-179.

[98]刘晓倩.公路隧道面向火灾情景的应急能力研究[D].哈尔滨:哈尔滨工业大学,2020.

[99]吴明隆.问卷统计分析实务:SPSS操与应用[M].2010:21-25.

[100]刘璐.LMBP神经网络方法在化工企业安全评价中的应用[D].天津:天津大学,2016.

[101]潘华,李本强,雷元新.神经网络模型预测结果的正确率评价方法[J].工业建筑,2007(S1):973-974+1003.

[102]吴涛,杨昌其.变更管制方式安全评估模型及软件设计[J].重庆邮电大学学报(自然科学版),2016,28(6):870-875.

中图分类号:

 X937    

开放日期:

 2022-06-20    

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