journal article·2023-10-13Open access

Multi-Level Site Selection of Mobile Emergency Logistics Considering Safety Stocks

Ruochen Zhang, Jianxun Li, Yanying Shang

Applied Sciences· Volume 13· Issue 20

Abstract

With the increasing frequency of emergencies in recent years, the emergency response capacity of the emergency management system needs to be improved. Based on safety stock strategy, this paper proposes a multilevel siting model on the topic of mobile emergency response. We modeled the emergency response needs during emergencies by incorporating the population distribution of each region. The uncertainty of emergencies is modeled by aggregating the frequency of crises in each region over the past 20 years. The site selection model minimizes contingency logistics costs that include transshipment, deployment, inventory, and safety stock costs. In this paper, the IA (Immune Algorithm) is optimized to solve the constructed emergency site selection model. The experiments on the model were carried out with data from the area of Chongqing, Sichuan Province. The number of logistics centers and distribution storage warehouses was tested. The influence of safety stock strategy on the total cost of emergency logistics was analyzed. The research results found that the cost of safety stock is negatively related to the cost of transshipment. In addition, the total cost of emergency logistics has a lower bound. Adding distribution and storage warehouses does not further reduce the total emergency logistics cost.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Facility Location and Emergency Management · Evacuation and Crowd Dynamics · Urban and Freight Transport Logistics

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

School of Economics and Management, Xi’an University of Technology, Xi’an 710048, China

Funding

National Social Science Fund of China

References (21)

Show source-provided references
1. Zhu, J., Shi, Y., Venkatesh, V.G., Islam, S., Hou, Z., and Arisian, S. (2022). Dynamic collaborative optimization for disaster relief supply chains under information ambiguity. Ann. Oper. Res., 1–27.10.1007/s10479-022-04758-5 ↗
2. Optimal stock and capital reserve policies for emergency medical supplies against epidemic outbreaks10.1016/j.ejor.2021.06.026 ↗
3. A heuristic algorithm for solving large location-inventory problems with demand uncertainty10.1016/j.ejor.2016.10.037 ↗
4. Multiple stage optimization driven group decision making method with interval linguistic fuzzy preference relations based on ordinal consistency and DEA cross-efficiency10.1007/s10700-022-09394-z ↗
5. A Hybrid Decision-Making Framework for Selecting the Emergency Alternatives10.1007/s40815-023-01467-4 ↗
6. Wu, J., Lin, Y., and Qi, W. (2023). Timing co-evolutionary path optimisation method for emergency vehicles considering the safe passage. Transp. A Transp. Sci., 1–33.10.1080/23249935.2023.2253477 ↗
7. Ge, J., Li, X., Wu, Z., Sun, Y., and Kanrak, M. (2022). The Distribution of Emergency Logistics Centers under the COVID-19 Lockdown: The Case of Yangtze River Delta Area. Sustainability, 14.10.3390/su141710594 ↗
8. Target encirclement of moving ride-hailing vehicle under uncertain environment: A multi-vehicle mutual rescue model10.1016/j.cor.2022.105901 ↗
9. The optimal recovery-fund based strategy for uncertain supply chain disruptions: A risk-averse two-stage stochastic programming approach10.1016/j.tre.2021.102387 ↗
10. Robustifying humanitarian relief systems against travel time uncertainty10.1002/nav.21981 ↗
11. A consensus model to manage the non-cooperative behaviors of individuals in uncertain group decision making problems during the COVID-19 outbreak10.1016/j.asoc.2020.106879 ↗
12. A typology and literature review on stochastic multi-echelon inventory models10.1016/j.ejor.2018.02.047 ↗
13. An integrated relief network design model under uncertainty: A case of Iran10.1016/j.ssci.2018.09.004 ↗
14. Dynamic model for blood collection in large-scale sudden-onset emergencies
15. An inventory model with emergency orders under explicit energy cost considerations10.1080/00207543.2013.831192 ↗
16. A dynamic multi-commodity inventory and facility location problem in steel supply chain network design10.1007/s00170-013-5358-2 ↗
17. Case Study-Based Evaluation of Stochastic Multicommodity Emergency Inventory Management Model10.3141/2283-02 ↗
18. Enhanced lateral transshipments in a multi-location inventory system10.1016/j.ejor.2012.03.005 ↗
19. Emergency facility siting-path robust optimization under uncertain information
20. Whale optimization approaches for wrapper feature selection10.1016/j.asoc.2017.11.006 ↗
21. Evolutionary Population Dynamics and Grasshopper Optimization approaches for feature selection problems10.1016/j.knosys.2017.12.037 ↗