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[1]李锐,严振宇,宋金昭,等.基于低碳物流的危化品仓库堆垛布局优化研究*[J].中国安全生产科学技术,2024,20(2):61-68.[doi:10.11731/j.issn.1673-193x.2024.02.008]
　LI Rui,YAN Zhenyu,SONG Jinzhao,et al.Research on stacking layout optimization of hazardous chemicals warehouse based on low carbon logistics[J].JOURNAL OF SAFETY SCIENCE AND TECHNOLOGY,2024,20(2):61-68.[doi:10.11731/j.issn.1673-193x.2024.02.008]
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基于低碳物流的危化品仓库堆垛布局优化研究*
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《中国安全生产科学技术》[ISSN:1673-193X/CN:11-5335/TB]

卷:
20
期数:
2024年2期
页码:
61-68
栏目:
职业安全卫生管理与技术
出版日期:
2024-02-29

文章信息/Info

Title:
Research on stacking layout optimization of hazardous chemicals warehouse based on low carbon logistics
文章编号:
1673-193X(2024)-02-0061-08
作者:
李锐; 严振宇; 宋金昭; 李铭
（1.西安建筑科技大学 土木学院，陕西 西安 710055；
2.西安建筑科技大学 管理学院，陕西 西安 710055；
3.中国建筑设计研究院有限公司，北京 100044）
Author(s):
LI Rui;  YAN Zhenyu;  SONG Jinzhao;  LI Ming
(1.School of Civil Engineering,Xi’an University of Architecture and Technology,Xi’an Shaanxi 710055,China;
2.School of Management,Xi’an University of Architecture and Technology,Xi’an Shaanxi 710055,China;
3.China Architecture Design & Research Group,Beijing 100044,China)
关键词:
碳排放; 堆垛布局; 多目标优化; 粒子群-禁忌搜索算法
Keywords:
carbon emission;  stacking layout;  multi-objective optimization;  particle swarm-tabu search algorithm
分类号:
X937；X323
DOI:
10.11731/j.issn.1673-193x.2024.02.008
文献标志码:
A
摘要:
为保证危化品仓库安全的同时有效减少碳排放并提升经济效益，建立危险指数最小、物料搬运量最小和碳排放成本最小的危化品仓库堆垛布局多目标优化模型，采用改进的粒子群-禁忌搜索混合算法对模型进行求解。该算法在传统粒子群算法的基础上加入多点变异操作，并在粒子群算法得出解的基础上加入禁忌搜索算法，提高算法跳出局部最优解的能力。研究结果表明：利用本文建立的多目标优化模型及改进算法，危险指数、物料搬运量和碳排放成本均有所下降，解集质量较高，从而在保证危化品安全的情况下，有效降低物料搬运量及碳排放成本。研究结果可为危化品企业对仓库内部碳排放量的影响因素和数值计算以及危化品仓库安全性的界定提供参考与借鉴。
Abstract:
In order to ensure the safety of hazardous chemicals warehouses while effectively reducing the carbon emission and improving the economic efficiency,a multi-objective optimization model for the stacking layout of hazardous chemicals warehouse with the objective functions of minimum safety index,minimum material handling amount and minimum carbon emission cost was established.The model was solved by an improved hybrid particle swarm-tabu search algorithm.The algorithm added the multi-point mutation operation on the basis of the traditional particle swarm algorithm,and added a tabu search algorithm on the basis of the solution obtained by the particle swarm algorithm,so as to improve the ability of the algorithm to jump out of the local optimal solution.The results show that through using the established multi-objective optimization model and improved algorithm,all the hazard index,material handling amount,and carbon emission cost decrease,and the solution set quality is high,thus reduce the material handling amount and carbon emission cost effectively while ensuring the safety of hazardous chemicals.The research results can provide reference for the influencing factors and numerical calculation of carbon emission inside warehouses of hazardous chemicals enterprises,as well as defining the safety of hazardous chemicals warehouses.

参考文献/References:

［1］中华人民共和国应急管理部.危险化学品仓库储存通则：GB 15603—2022 ［S］.北京:中国标准出版社，2022.
［2］XU G,PAPAGEORGIOU L G.A construction-based approach to process plant layout using mixed-integer optimization［J］.Industrial & Engineering Chemistry Research,2007,46(1):351-358.
［3］DELVOSALLE C,FIEVEZ C,PIPART I A,et al.ARAMIS project:a comprehensive methodology for the identification of reference accident scenarios in process industries［J］.Journal of Hazardous Materials,2006,130(3):200-219.
［4］DIANOUS V D,FIEVEZ C.ARAMIS project:a more explicit demonstration of risk control through the use of bow-tie diagrams and the evaluation of safety barrier performance［J］.Journal of Hazardous Materials,2006,130(3):220-233.
［5］戴波,李雁飞,陈增强,等.危险化学品仓库堆垛安全布局建模及优化研究［J］.中国安全生产科学技术,2018,14(4):147-154. DAI Bo,LI Yanfei,CHEN Zengqiang,et al.Study on modeling and optimization for safe layout of stacking in dangerous chemical warehouse［J］.Journal of Safety Science and Technology,2018,14(4):147-154.
［6］张岩.危化品仓储安全状态监测与预警系统［D］.北京：北京石油化工学院，2020.
［7］戴波,林双双,张岩,等.基于改进离散粒子群算法的危化品仓库垛位布局优化研究［J］.大连理工大学学报,2020,60(3):285-292. DAI Bo,LIN Shuangshuang,ZHANG Yan,et al.Research on optimization of hazardous chemicals warehouse stacking position layout based on improved discrete particle swarm optimization algorithm［J］.Journal of Dalian University of Technology,2020,60(3):285-292.
［8］GUO D,WANG J,ZHAO J B.A vehicle path planning method based on a dynamic traffic network that considers fuel consumption and emissions［J］.Science of the Total Environment,2019,663:935-943.
［9］ROZZBEH N A,HALEH H,SAGHAEI A.Dual command cycle dynamic sequencing method to consider GHG efficiency in unit-load multiple-rack automated storage and retrieval systems［J］.Computers & Industrial Engineering,2017,111:89-108.
［10］LI R,CHEN Y,SONG J,et al.Multi-objective optimization method of industrial workshop layout from the perspective of low carbon［J］.Sustainability,2023,15(16):12275.
［11］路世昌,邵旭伦,李丹.基于两阶段启发式算法的低碳物流选址-多车型路径问题研究［J］.制造业自动化,2023,45(3):202-207. LU Shichang,SHAO Xulun,LI Dan.Research on low-carbon logistics location multi-vehicle routing problem based on two-stage heuristic algorithm［J］.Manufacturing Automation,2023,45(3):202-207.
［12］鲁建厦,施贻贯,汤洪涛,等.考虑碳排放的子母穿梭车密集仓储系统复合作业三维路径规划［J］.计算机集成制造系统,2020,26(3):795-805. LU Jianxia,SHI Yiguan,TANG Hongtao,et al.Three-dimensional path planning of compound operation for shuttle combined vehicles intensive warehouse system considering carbon emissions［J］.Computer Integrated Manufacturing Systems,2020,26(3):795-805.
［13］SINRIECH D,TANCHOCO J.An introduction to the segmented flow approach for discrete material flow systems［J］.International Journal of Production Research,1995,33(12):3381-3410.
［14］LIU Z,WANG Y,JIN M,et al.Energy consumption model for shuttle-based storage and retrieval systems［J］.Journal of Cleaner Production,2021,282:124480.
［15］国家安全生产监督管理总局监督管理三司.国家安全生产监督管理总局公告（2014年 第13号）《危险化学品生产、储存装置个人可接受风险标准和社会可接受风险标准（试行）》［EB/OL］.(2014-05-09)［2023-05-09］.https://www.mem.gov.cn/gk/gwgg/xgxywj/wxhxp_228/201405/t20140509_232624.shtml.
［16］陶新民,郭文杰,李向可,等.基于密度峰值的依维度重置多种群粒子群算法［J］.软件学报,2023,34(4):1850-1869. TAO Xinmin,GUO Wenjie,LI Xiangke,et al.A density peak based multi subpopulation particle swarm optimization with dimensionally reset strategy ［J］.Journal of Software,2023,34(4):1850-1869.
［17］贺琪,官礼和,崔焕焕.硬时间窗VRP的混合变邻域禁忌搜索算法［J］.计算机工程与应用,2023,59(13):82-91. HE Qi,GUAN Lihe,CUI Huanhuan.Hybrid variable neighborhood tabu search algorithm for Vehicle Routing Problem with hard time window［J］.Computer Engineering and Applications,2023,59(13):82-91.

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备注/Memo

备注/Memo:
收稿日期： 2023-08-10
* 基金项目： 国家社会科学基金项目（23BTJ034）；2022年度中国物流学会、中国物流与采购联合会重大课题计划(2022CSLKT1-002)
作者简介： 李锐，博士，副教授，主要研究方向为市政公用设施规划、总图运输优化等。
更新日期/Last Update: 2024-03-11