Article(id=1282034793160348268, tenantId=1146029695717560320, journalId=1146031787341344770, issueId=1282034747870253265, articleNumber=null, orderNo=null, doi=10.16265/j.cnki.issn1003-3033.2025.10.1348, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1747238400000, receivedDateStr=2025-05-15, revisedDate=1752681600000, revisedDateStr=2025-07-17, acceptedDate=null, acceptedDateStr=null, onlineDate=1783590513744, onlineDateStr=2026-07-09, pubDate=1761580800000, pubDateStr=2025-10-28, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1783590513744, onlineIssueDateStr=2026-07-09, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1783590513744, creator=13701087609, updateTime=1783590513744, updator=13701087609, issue=Issue{id=1282034747870253265, tenantId=1146029695717560320, journalId=1146031787341344770, year='2025', volume='35', issue='10', pageStart='1', pageEnd='252', issueExtLink='null', onlineDate='null', pubDate='1761580800000', pubDateStr='2025-10-28', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=1, issueType=-1, specialIssue=null, createTime=1783590502946, creator='13701087609', updateTime=1783593819616, updator='13701087609', preIssue=null, nextIssue=null, articleTotal=null, ext={EN=IssueExt(id=1282048659068006772, tenantId=1146029695717560320, journalId=1146031787341344770, issueId=1282034747870253265, language=EN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=), CN=IssueExt(id=1282048659068006773, tenantId=1146029695717560320, journalId=1146031787341344770, issueId=1282034747870253265, language=CN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=)}, issueFiles=null, downloadFileDto=null}, startPage=213, endPage=219, ext={EN=ArticleExt(id=1282034793336509037, articleId=1282034793160348268, tenantId=1146029695717560320, journalId=1146031787341344770, language=EN, title=Multi objective site selection model for emergency material storage in chemical industry park based on risk, columnId=1149733268699918866, journalTitle=China Safety Science Journal, columnName=Emergency technology and management, runingTitle=null, highlight=null, articleAbstract=

In order to improve the efficiency of emergency rescue and reduce accident losses in chemical industrial parks, this study comprehensively considered the risk of chemical parks and the overall risk of emergency supplies, divides the cost of emergency rescue into the cost of construction of emergency supplies reserve, storage cost and transportation cost, and established a model for selecting the site of emergency material reserve in chemical parks. The model aims to minimize the overall risk, minimize the cost of emergency rescue and optimize the coverage of the reserve to the demand point. Taking a chemical industrial park in Tianjin as an example for validation analysis, the model was solved using the NSGA-II algorithm. When constructing different numbers of emergency material storage within the chemical industrial park, the optimal solutions for the location, cost, risk, and coverage of these storage facilities were obtained. The research results show that the model converges stably within 200 generations. As the amount of emergency material storage increases, investment costs continue to rise, coverage gradually improves, risks are significantly reduced in the early stages, and stabilize in the later stages. The model can generate multiple site selection schemes, effectively addressing the challenge of balancing the "risk-cost-coverage ratio" in the site selection process for emergency material storage within chemical industrial parks. This helps decision-makers make more scientific and reasonable decisions in complex emergency material storage site selection issues based on different preferences.

, authors=Wenling GUAN1, Weijia TIAN1, Chengjie DONG1, Yueshuang XIA1, Fei LIAO2, authorsList=Wenling GUAN, Weijia TIAN, Chengjie DONG, Yueshuang XIA, Fei LIAO, authorCompany=null, correspAuthors=null, authorNote=null, correspAuthorsNote=null, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=null, pdf=null, pdfFileSize=null, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=null, mapNumber=null, fund=null), CN=ArticleExt(id=1282034793802076784, articleId=1282034793160348268, tenantId=1146029695717560320, journalId=1146031787341344770, language=CN, title=基于风险的化工园区应急物资储备库多目标选址模型, columnId=1149733268855108116, journalTitle=中国安全科学学报, columnName=应急技术与管理, runingTitle=null, highlight=null, articleAbstract=

为提高化工园区内应急救援效率,减少事故损失,综合考虑化工园区风险与应急物资供应时效的整体风险,将应急救援成本划分为应急物资储备库建设成本、物资储存成本和运输成本,建立以整体风险最小、应急救援成本最低且储备库对需求点的覆盖率最优为目标的化工园区应急物资储备库选址模型,并以天津市某化工园区为例进行验证分析,用非支配排序遗传算法II(NSGA-II算法)求解模型,得到该园区建设不同数量应急物资储备库时储备库位置、成本、风险及覆盖率。结果表明:该模型在200代内即可稳定收敛;随着储备库数量增加,投入成本持续上升、覆盖率逐步提升,风险前期降幅显著后期趋于稳定。模型可以输出多种选址方案,有效解决了化工园区应急物资储备库选址中“风险-成本-覆盖率”难以平衡的问题,帮助决策者在复杂的应急物资储备库选址问题中据不同偏好作出更加科学和合理的决策。

, authors=关文玲副教授1, 田维嘉1, 董呈杰讲师1, 夏跃爽1, 廖飞高级工程师2, authorsList=关文玲副教授, 田维嘉, 董呈杰讲师, 夏跃爽, 廖飞高级工程师, authorCompany=null, correspAuthors=null, authorNote=

关文玲(1978—),女,陕西蒲城人,博士,副教授,主要从事粉尘防爆、工业风险管控与应急管理等方面的研究。E-mail:

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关文玲(1978—),女,陕西蒲城人,博士,副教授,主要从事粉尘防爆、工业风险管控与应急管理等方面的研究。E-mail:

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关文玲(1978—),女,陕西蒲城人,博士,副教授,主要从事粉尘防爆、工业风险管控与应急管理等方面的研究。E-mail:

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基于风险的化工园区应急物资储备库多目标选址模型
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关文玲副教授 1 , 田维嘉 1 , 董呈杰讲师 1 , 夏跃爽 1 , 廖飞高级工程师 2
中国安全科学学报 | 应急技术与管理 2025,35(10): 213-219
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中国安全科学学报 |应急技术与管理 2025 , 35 (10) : 213 -219
基于风险的化工园区应急物资储备库多目标选址模型
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关文玲(1978—),女,陕西蒲城人,博士,副教授,主要从事粉尘防爆、工业风险管控与应急管理等方面的研究。E-mail:

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关文玲(1978—),女,陕西蒲城人,博士,副教授,主要从事粉尘防爆、工业风险管控与应急管理等方面的研究。E-mail:

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关文玲副教授1 , 田维嘉1, 董呈杰讲师1, 夏跃爽1, 廖飞高级工程师2
作者信息
  • 1天津理工大学 环境科学与安全工程学院,天津 300384
  • 2天津津港汇安科技有限公司,天津 300456
作者简介:

关文玲(1978—),女,陕西蒲城人,博士,副教授,主要从事粉尘防爆、工业风险管控与应急管理等方面的研究。E-mail:

Multi objective site selection model for emergency material storage in chemical industry park based on risk
Wenling GUAN1 , Weijia TIAN1, Chengjie DONG1, Yueshuang XIA1, Fei LIAO2
Affiliations
  • 1School of Environmental Science and Safety Engineering, Tianjin University of Technology, Tianjin 300384, China
  • 2Tianjin Jin'gang Huian Technology Co., Ltd., Tianjin 300456, China
出版时间: 2025-10-28 doi: 10.16265/j.cnki.issn1003-3033.2025.10.1348
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为提高化工园区内应急救援效率,减少事故损失,综合考虑化工园区风险与应急物资供应时效的整体风险,将应急救援成本划分为应急物资储备库建设成本、物资储存成本和运输成本,建立以整体风险最小、应急救援成本最低且储备库对需求点的覆盖率最优为目标的化工园区应急物资储备库选址模型,并以天津市某化工园区为例进行验证分析,用非支配排序遗传算法II(NSGA-II算法)求解模型,得到该园区建设不同数量应急物资储备库时储备库位置、成本、风险及覆盖率。结果表明:该模型在200代内即可稳定收敛;随着储备库数量增加,投入成本持续上升、覆盖率逐步提升,风险前期降幅显著后期趋于稳定。模型可以输出多种选址方案,有效解决了化工园区应急物资储备库选址中“风险-成本-覆盖率”难以平衡的问题,帮助决策者在复杂的应急物资储备库选址问题中据不同偏好作出更加科学和合理的决策。

风险  /  化工园区  /  应急物资储备库  /  多目标  /  选址模型  /  非支配排序遗传算法II(NSGA-II算法)

In order to improve the efficiency of emergency rescue and reduce accident losses in chemical industrial parks, this study comprehensively considered the risk of chemical parks and the overall risk of emergency supplies, divides the cost of emergency rescue into the cost of construction of emergency supplies reserve, storage cost and transportation cost, and established a model for selecting the site of emergency material reserve in chemical parks. The model aims to minimize the overall risk, minimize the cost of emergency rescue and optimize the coverage of the reserve to the demand point. Taking a chemical industrial park in Tianjin as an example for validation analysis, the model was solved using the NSGA-II algorithm. When constructing different numbers of emergency material storage within the chemical industrial park, the optimal solutions for the location, cost, risk, and coverage of these storage facilities were obtained. The research results show that the model converges stably within 200 generations. As the amount of emergency material storage increases, investment costs continue to rise, coverage gradually improves, risks are significantly reduced in the early stages, and stabilize in the later stages. The model can generate multiple site selection schemes, effectively addressing the challenge of balancing the "risk-cost-coverage ratio" in the site selection process for emergency material storage within chemical industrial parks. This helps decision-makers make more scientific and reasonable decisions in complex emergency material storage site selection issues based on different preferences.

risk  /  chemical industry park  /  emergency material storage  /  multi objectives  /  location models  /  non-dominated sorting genetic algorithm Ⅱ(NSGA-Ⅱ)
关文玲副教授, 田维嘉, 董呈杰讲师, 夏跃爽, 廖飞高级工程师. 基于风险的化工园区应急物资储备库多目标选址模型. 中国安全科学学报, 2025 , 35 (10) : 213 -219 . DOI: 10.16265/j.cnki.issn1003-3033.2025.10.1348
Wenling GUAN, Weijia TIAN, Chengjie DONG, Yueshuang XIA, Fei LIAO. Multi objective site selection model for emergency material storage in chemical industry park based on risk[J]. China Safety Science Journal, 2025 , 35 (10) : 213 -219 . DOI: 10.16265/j.cnki.issn1003-3033.2025.10.1348
  • 天津市应用基础研究重点项目(22JCZDJC00840)
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2025年第35卷第10期
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doi: 10.16265/j.cnki.issn1003-3033.2025.10.1348
  • 接收时间:2025-05-15
  • 首发时间:2026-07-09
  • 出版时间:2025-10-28
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  • 收稿日期:2025-05-15
  • 修回日期:2025-07-17
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天津市应用基础研究重点项目(22JCZDJC00840)
作者信息
    1天津理工大学 环境科学与安全工程学院,天津 300384
    2天津津港汇安科技有限公司,天津 300456
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小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
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