Review of emergency supplies scheduling based on bibliometric analysis

doi:10.16265/j.cnki.issn1003-3033.2025.03.0680

Abstract

Abstract:

To investigate the research dynamics, hotspots, and frontier trends in the field of emergency supplies scheduling, the data sources of China National Knowledge Infrastructure (CNKI) and Web of Science(WoS) were used to search and filter 321 Chinese and 497 English articles. The bibliometric and knowledge mapping software were used to conduct basic feature analysis and development trend analysis. The results show that the number of articles in the field of emergency supplies scheduling both domestically and internationally has a wavy growth. The overall research is in the rapid development stage. In domestic core author teams, there is relatively low collaboration density. While in international contexts, cross-national and cross-regional academic exchanges are frequent, with China, Canada, and Singapore serving as the core. The research focus of both domestic and international studies is basically the same, mainly revolving around model design, optimization algorithms, path location issues, etc. However, international research has been earlier and more in-depth in studying the psychological perception of disaster victims.

Key words: emergency supplies scheduling, emergency rescue, research hotspots, bibliometrics, optimization algorithms

CLC Number:

X915.1安全计量学

YANG Qian, WANG Feiyue, WANG Zihuan, MA Bo, LU Jiajie. Review of emergency supplies scheduling based on bibliometric analysis[J]. China Safety Science Journal, 2025, 35(3): 232-241.

Figures/Tables 11

Fig.1

Fig.2

Fig.3

Fig.4

Table 1

Table 2

Table 3

Fig.5

Fig.6

Fig.7

Fig.8

References 47

[1]	ZHOU Lei, WU Xianhua, XU Zeshui, et al. Emergeney decision making for natural disasters: an overview[J]. International Journal of Disaster Risk Reduction, 2018, 27:567-576.
[2]	SEABERG D, DEVINE L, ZHUANG Jun. A review of game theory applications in natural disaster management research[J]. Natural Hazards, 2017, 89(3):1461-1483.
[3]	赵彤. 我国突发自然灾害应急救灾物资配送系统优化研究[D]. 大连: 大连海事大学, 2011.
	ZHAO Tong. The study on optimized emergency logistics distribution system of burst natural disasters rescuing in China[D]. Dalian: Daliann Maritime University, 2011.
[4]	王旭坪, 傅克俊, 胡祥培. 应急物流系统及其快速反应机制研究[J]. 中国软科学, 2005(6):127-131.
	WANG Xuping, FU Kejun, HU Xiangpei. Research on emergency logistics system and its emergent response mechanism[J]. China Soft Science, 2005(6):127-131.
[5]	宋明安. 紧急救灾物流配送系统模式构建[D]. 新竹: 国立交通大学交通运输研究所, 2009.
[6]	刘武阳. 突发事件应急处置中的物流优化与调度研究[J]. 湘潭大学自然科学学报, 2010, 32(3):122-126.
	LIU Wuyang. The research of logistics optimization and scheduling in emergency handling[J]. Journal of Xiangtan University:Natural Science Edition, 2010, 32(3):122-126.
[7]	刘南, 葛洪磊.应急资源配置决策的理论、方法及应用[M]. 北京: 科学出版社,2014:3-8.
[8]	侯海燕. 基于知识图谱的科学计量学进展研究[D]. 大连: 大连理工大学, 2006.
	HOU Haiyan. Mapping evolution of scientometrics[D]. Dalian: Daliann Maritime University, 2006.
[9]	陈悦, 刘则渊. 悄然兴起的科学知识图谱[J]. 科学学研究, 2005, 23(2):149-154.
	CHEN Yue, LIU Zeyuan. The rise of mapping knowledge domain[J]. Studies in Science of Science, 2005, 23(2):149-154.
[10]	戴更新, 达庆利. 多资源组合应急调度问题的研究[J]. 系统工程理论与实践, 2000, 20(9):52-55.
	DAI Gengxin, DA Qingli. The study of combinatorial scheduling problem in emergency systems[J]. Systems Engineering-Theory & Practice, 2000, 20(9):52-55.
[11]	王付宇, 李琰. 双层规划在灾后应急物资调度中的应用综述[J]. 计算机应用研究, 2019, 36(10):2887-2893,2 924.
	WANG Fuyu, LI Yan. Review on application of bi-level programming in post-disaster emergency supplies scheduling[J]. Application Research of Computers, 2019, 36(10):2887-2893,2 924.
[12]	BALCIK B, BEAMON B K. Facility location in humanitarian relief[J]. International Journal of Logistics Research and Applications, 2008, 11 (2):101-121.
[13]	KOVACS G, SPENS K M. Humanitarian logistics in disaster relief operations[J]. International Journal of Physical Distribution & Logistics Management, 2007, 37(2):99-114.
[14]	BOZORGI-AMIRI A, JABALAMELI M S, MIRZAPOUR Al-E-HASHEM S M J. A multi-objective robust stochastic programming model for disaster relief logistics under uncertainty[J]. OR Spectrum, 2013, 35(4):905-933.
[15]	葛洪磊, 刘南, 张国川, 等. 基于受灾人员损失的多受灾点、多商品应急物资分配模型[J]. 系统管理学报, 2010, 19(5):541-545.
	GE Honglei, LIU Nan, ZHANG Guochuang, et al. A model for distribution of multiple emergency commodities to multiple affected are as based on loss of victims of calamity[J]. Journal of Systems & Management, 2010, 19(5):541-545.
[16]	宋英华, 谭新亮, 张伟. 安全绩效研究进展与展望:基于知识图谱分析[J]. 中国安全生产科学技术, 2023, 19(10):43-50.
	SONG Yinghua, TAN Xinliang, ZHANG Wei. Research progress and prospect of research on safety performance: based on knowledge map analysis[J]. Journal of Safety Science and Technology, 2023, 19(10):43-50.
[17]	宋英华, 白明轩, 马亚萍, 等. 考虑多主体心理效应的应急资源调度超网络模型[J]. 中国安全科学学报, 2021, 31(2):158-166. doi: 10.16265/j.cnki.issn 1003-3033.2021.02.022
	SONG Yinghua, BAI Mingxuan, MA Yaping, et al. Super-network model of emergency resource scheduling considering multi-agent psychological effect[J]. China Safety Science Journal, 2021, 31(2):158-166. doi: 10.16265/j.cnki.issn 1003-3033.2021.02.022
[18]	刘长石, 瞿艳平, 罗亮, 等. 震后应急物流设施不确定失效情景下的LRP研究[J]. 模糊系统与数学, 2019, 33(5):107-115.
	LIU Changshi, QU Yanping, LUO Liang, et al. Location-routing problem under uncertain failure scenario of emergency facilities in post-earthquake[J]. Fuzzy Systems and Mathematics, 2019, 33(5):107-115.
[19]	宋晓宇, 王建国, 常春光. 非线性连续消耗应急物资调度问题研究[J]. 系统工程学报, 2017, 32(2):163-176.
	SONG Xiaoyu, WANG Jianguo, CHANG Chunguang. Nonlinear continuous consumption emergency material dispatching problem[J]. Journal of Systems Engineering, 2017, 32(2):163-176.
[20]	欧忠文, 王会云, 姜大立, 等. 应急物流[J]. 重庆大学学报:自然科学版, 2004, 27(3):164-167.
	OU Zhongwen, WANG Huiyun, JIANG Dali, et al. Emergency logistics[J]. Journal of Chongqing University, 2004, 27(3):164-167.
[21]	姜玉宏, 颜华, 欧忠文, 等. 应急物流中应急物资的管理研究[J]. 物流技术, 2007, 26(6):17-19.
	JIANG Yuhong, YAN Hua, OU Zhongwen, et al. Study on emergency materials management in emergency logistics[J]. Logistics Technology, 2007, 26(6):17-19.
[22]	张红. 我国应急物资储备制度的完善[J]. 中国行政管理, 2009(3):44-47.
	ZHANG Hong. Improvement of emergency materials reserves system in China[J]. Chinese Public Administration, 2009(3):44-47.
[23]	郭子雪, 郭亮, 张培, 等. 应急物资调度时间最小化模糊优化模型[J]. 中国安全科学学报, 2015, 25(10):172-176.
	GUO Zixue, GUO Liang, ZHANG Pei, et al. Time minimization model for emergency material dispatching based on triangle fuzzy information[J]. China Safety Science Journal, 2015, 25(10):172-176.
[24]	单子丹, 盛晨辉, 王晓燕, 等. 突发事件下应急物资多目标优化调度模型与算法研究:以新冠肺炎疫情为例[J]. 运筹与管理, 2023, 32(1):34-40. doi: 10.12005/orms.2023.0006
	SHAN Zidan, SHENG Chenhui, WANG Xiaoyan, et al. Research on the multi-objective optimization dispatching model and algorithm of emergency supplies under emergency events: a case of COVID-19[J]. Operations Research and Management Science, 2023, 32(1):34-40. doi: 10.12005/orms.2023.0006
[25]	汪勇, 李文凯, 艾学轶, 等. 考虑目标偏好的应急物资调度方案优化方法[J]. 统计与决策, 2023, 39(21):184-188.
	WANG Yong, LI Wenkai, AI Xueyi, et al. Optimization method of emergency supplies dispatching scheme considering target preference[J]. Statistics & Decision, 2023, 39(21):184-188.
[26]	袁瑞萍, 王伟, 李俊韬, 等. 不确定性条件下多阶段应急物资多式联运调度研究[J]. 运筹与管理, 2023, 32(6):33-39. doi: 10.12005/orms.2023.0179
	YUAN Ruiping, WANG Wei, LI Juntao, et al. Multi-stage emergency materials scheduling based on multimodal transportation under uncertainty[J]. Operations Research and Management Science, 2023, 32(6):33-39. doi: 10.12005/orms.2023.0179
[27]	王海军, 杜丽敬, 胡蝶, 等. 不确定条件下的应急物资配送选址-路径问题[J]. 系统管理学报, 2015, 24(6):828-834.
	WANG Haijun, DU Lijing, HU Die, et al. Location-routing problem for relief distribution in emergency logistics under uncertainties[J]. Journal of Systems & Management, 2015, 24(6):828-834.
[28]	郑斌, 马祖军, 李双琳. 基于双层规划的应急物流系统选址-联运问题[J]. 系统科学与数学, 2013, 33(9):1045-1060.
	ZHENG Bin, MA Zujun, LI Shuanglin. Joint location-transportation problem in relief distrabution systems based on bi-level programming[J]. Journal of Systems Science and Mathematical Sciences, 2013, 33(9):1045-1060.
[29]	胡飞虎, 马贝龙, 杨丽, 等. 基于改进遗传算法的应急物资配送车辆调度优化问题研究[J]. 计算机应用研究, 2014, 31(10):2928-2932,2 936.
	HU Feihu, MA Beilong, YANG Li, et al. Research on vehicle scheduling optimization in emergency material distribution based on improved genetic algorithm[J]. Application Research of Computers, 2014, 31(10):2928-2932,2 936.
[30]	但兵兵, 朱万红, 桑杨阳, 等. 需求可拆分的应急物资调度问题的蚁群算法[J]. 指挥控制与仿真, 2013, 35(4):81-83,87.
	DAN Bingbing, ZHU Wanhong, SANG Yangyang, et al. Ant colony optimization algorithm for split routing problem of dispatching emergency materials[J]. Command Control & Simulation, 2013, 35(4):81-83,87.
[31]	杨翔, 范厚明, 徐振林, 等. 模糊需求下多中心开放式车辆路径优化[J]. 计算机集成制造系统, 2019, 25(2):469-479.
	YANG Xiang, FAN Houming, XU Zhenlin, et al. Optimization of open multi-depot vehicle routing problem with fuzzy demand[J]. Computer Integrated Manufacturing Systems, 2019, 25(2):469-479.
[32]	吕伟, 李志红, 马亚萍, 等. 考虑受灾点需求时间窗的应急物资配送车辆路径规划研究[J]. 中国安全生产科学技术, 2020, 16(3):5-11.
	LYU Wei, LI Zhihong, MA Yaping, et al. Research on route planning of emergency materials distribution vehicles considering time window of requirements by disaster point[J]. Journal of Safety Science and Technology, 2020, 16(3):5-11.
[33]	杨倩, 王飞跃, 卢佳节, 等. 基于需求紧迫度的约束性应急物资车辆路径模型[J]. 清华大学学报:自然科学版, 2024, 64(6):1082-1088.
	YANG Qian, WANG Feiyue, LU Jiajie, et al. Constrained vehicle routing model for emergency relief supplies based on demand urgency[J]. Journal of Tsinghua University :Natural Science Edition, 2024, 64(6):1082-1088.
[34]	陈钢铁, 帅斌. 震后道路抢修和应急物资配送优化调度研究[J]. 中国安全科学学报, 2012, 22(9):166-171.
	CHEN Gangtie, SHUAI Bin. Optimizing emergency road repair and distribution of relief supplies after earthquake[J]. China Safety Science Journal, 2012, 22(9):166-171.
[35]	DUQUE P A M, DOLINSKAYA I S, SÖRENSEN K. Network repair crew scheduling and routing for emergency relief distribution problem[J]. European Journal of Operational Research, 2016, 248(1): 272-285.
[36]	CHARLES A, LAURAS M, VAN WASSENHOVE L N, et al. Designing an efficient humanitarian supply network[J]. Journal of Operations Management, 2016, 47:58-70.
[37]	OEZDAMAR L, EKINCI E, KUECUEKYAZICI B. Emergency logistics planning in natural disasters[J]. Annals of Operations Research, 2004, 129:217-245.
[38]	HATEFI S M, JOLAI F. Robust and reliable forward-reverse logistics network design under demand uncertainty and facility disruptions[J]. Applied Mathematical Modelling, 2014, 38(9/10):2630-2647.
[39]	LI Jingwen, ZHANG Xiang, YAO Yingming. A bi-level robust optimization model for the coupling allocation of post-disaster personnel and materials assistance[J]. Journal of Cleaner Production, 2024, 469:DOI:10.1016/j.jclepro.2024.143099.
[40]	WANG Weiqiao, YANG Kai, YANG Lixing, et al. Distributionally robust chance-constrained programming for multi-period emergency resource allocation and vehicle routing in disaster response operations[J]. Omega, 2023, 120:DOI:10.1016/j.omega.2023.102915.
[41]	JAIN S, BHARTI K K. A combinatorial optimization model for post-disaster emergency resource allocation using meta-heuristics[J]. Soft Computing, 2022, 27(18):13595-13 611.
[42]	JIANG Huawei, ZHANG Shulong, GUO Tao, et al. Improved whale swarm algorithm for solving material emergency dispatching problem with changing road conditions[J]. Mathematical Biosciences and Engineering, 2023, 20(8):14414-14 437.
[43]	JIANG Jincheng, LI Qingquan, WU Lixin, et al. Multi-Objective emergency material vehicle dispatching and routing under dynamic constraints in an earthquake disaster environment[J]. ISPRS International Journal of Geo-Information, 2017, 6(5): DOI:10.3390/ijgi6050142.
[44]	ZHANG Ming, LI Songrui, LI Boquan. An air-ground cooperative scheduling model considering traffic environment and helicopter performance[J]. Computers & Industrial Engineering, 2021, 158(4):DOI:10.1016/j.cie.2021.107458.
[45]	WANG Fuyu, LI Yan, CHEN Jingjing. Bi-level programming model for post-disaster emergency supplies scheduling with time windows and its algorithm[J]. International Journal of Automation and Control, 2022, 16:45-63.
[46]	LIU Jia, BAI Jinyu, WU Desheng. Medical supplies scheduling in major public health emergencies[J]. Transportation Research Part E-Logistics and Transportation Review, 2021, 154:DOI:10.1016/j.tre.2021.102464.
[47]	CAO Cejun, XIE Yuting, LIU Yang, et al. Two-phase COVID-19 medical waste transport optimisation considering sustainability and infection probability[J]. Journal of Cleaner Production, 2023, 389:DOI:10.1016/j.jclepro.2023.135985.

排名	作者 (中)	发文量/篇	作者(英)	发文量/篇
1	常春光	10	HOU Hanping	6
2	马祖军	10	REN Xiangyang	5
3	刘长石	10	LAI K K	5
4	宋晓宇	8	VAHDANI B	4
5	李双琳	7	GENG Shaoqing	4
6	郑斌	7	BOZORGI-AMIRI A	4
7	杜丽敬	7	ALEM D	3
8	宋英华	6	COZZANI V	3
9	吕伟	6	HEARNE J	3
10	王军	6	YE Yong	3

排名	机构 (中)	发文量/篇	机构(英)	发文量/篇
1	西南交通大学	28	Beijing Jiaotong University	14
2	武汉理工大学	16	Islamic Azad University	13
3	沈阳建筑大学	12	Harbin Institute of Technology	10
4	上海海事大学	11	Wuhan University of Technology	10
5	大连海事大学	11	Hebei University of Engineering	9
6	华中科技大学	10	National University of Defense Technology China	9
7	安徽工业大学	9	University of Tehran	9
8	重庆交通大学	8	University of Toronto	9
9	西安交通大学	8	Shanghai Maritime University	8
10	湖南工商大学	8	Dalian University of Technology	7

排名	省市	占比/%	国家	占比/%
1	四川	10.6	中国	47.3
2	辽宁	9.7	美国	17.7
3	湖北	8.1	伊朗	7.0
4	上海	7.5	加拿大	6.0
5	江苏	6.5	澳大利亚	4.2
6	安徽	2.8	英国	4.2
7	重庆	2.5	法国	3.6
8	湖南	2.5	印度	3.4
9	陕西	2.5	意大利	3.4
10	甘肃	2.5	巴西	2.4