COVID-19 SUPPLY CHAIN PLANNING: A SIMULATION-OPTIMIZATION APPROACH

被引：0
|
作者：
Maghoulan, Samaneh [1 ]
Ondemir, Hande Musdal [1 ]
Dehghanimohammadabadi, Mohammad [1 ]
机构：
[1] Northeastern Univ, Mech & Ind Engn Dept, 360 Huntington Ave, Boston, MA 02115 USA
来源：
2022 WINTER SIMULATION CONFERENCE (WSC) | 2022年
关键词：
DISEASE;
D O I：
10.1109/WSC57314.2022.10015408
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
Healthcare providers' preparedness and response plans are crucial to effectively cope with infectious disease outbreaks such as COVID-19. These plans need to provide strategic and operational actionable insights to guarantee the availability of essential resources when needed. This study uses a simulation-optimization approach to (i) determine an optimal replenishment policy to restock personal protective equipment (PPE) items, and (ii) determine proactive demand planning for critical resources such as the number of beds, and ventilators. This model leverages a Simio-MATLAB integration to complete simulation and optimization tasks.
引用
收藏
页码：533 / 544
页数：12
相关论文
共 50 条
  • [31] Food supply chain planning and quality optimization approach
    Mehdizadeh, Ali
    Shah, Nilay
    Raikar, Neha
    Bongers, Peter M. M.
    22 EUROPEAN SYMPOSIUM ON COMPUTER AIDED PROCESS ENGINEERING, 2012, 30 : 1172 - 1176
  • [32] Inventory and Supply Chain Planning Systems as Drivers of Supply Chain Resilience: Analyses of Firm Performance Through the COVID-19 Pandemic
    Swink, Morgan
    Kovach, Jeremy J.
    Roh, Joseph
    PRODUCTION AND OPERATIONS MANAGEMENT, 2025,
  • [33] A simulation-optimization approach for a multi-period, multi-objective supply chain with demand uncertainty and an option contract
    Heidary, M. Hajian
    Aghaie, A.
    Jalalimanesh, A.
    SIMULATION-TRANSACTIONS OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL, 2018, 94 (07): : 649 - 662
  • [34] A Demand Management Based Crop and Irrigation Planning Using the Simulation-Optimization Approach
    Fazlali, Ali
    Shourian, Mojtaba
    WATER RESOURCES MANAGEMENT, 2018, 32 (01) : 67 - 81
  • [35] A simulation-optimization approach to parameterize Demand-Driven Material Requirements Planning
    Damand, David
    Lahrichi, Youssef
    Barth, Marc
    IFAC PAPERSONLINE, 2022, 55 (10): : 263 - 268
  • [36] Optimization of supply chain networks with inclusion of labor: Applications to COVID-19 pandemic disruptions
    Nagurney, Anna
    INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2021, 235 (235)
  • [37] Design and optimization of a pharmaceutical supply chain network under COVID-19 pandemic disruption
    Rajabi R.
    Shadkam E.
    Khalili S.M.
    Sustainable Operations and Computers, 2024, 5 : 102 - 111
  • [38] Optimization of China's Forest Tourism Supply Chain under the COVID-19 Epidemic
    Lu, Ke
    Zhang, Xinyang
    Han, Zhu
    Wei, Liying
    BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2020, 127 : 244 - 245
  • [39] A Demand Management Based Crop and Irrigation Planning Using the Simulation-Optimization Approach
    Ali Fazlali
    Mojtaba Shourian
    Water Resources Management, 2018, 32 : 67 - 81
  • [40] Formulation of customers' shopping path in shelf space planning: A simulation-optimization approach
    Ghazavi, Elaheh
    Lotfi, M. M.
    EXPERT SYSTEMS WITH APPLICATIONS, 2016, 55 : 243 - 254
12345