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
  • [41] A Differential Evolution Algorithm for Military Workforce Planning Problems: A Simulation-Optimization Approach
    Sallam, Karam M.
    Turan, Hasan Huseyin
    Chakrabortty, Ripon K.
    Elsawah, Sondoss
    Ryan, Michael J.
    2020 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (SSCI), 2020, : 2504 - 2509
  • [42] Design and optimization of a sustainable and resilient mask supply chain during the COVID-19 pandemic: a multi-objective approach
    Alizadeh-Meghrazi, Milad
    Tosarkani, Babak Mohamadpour
    Amin, Saman Hassanzadeh
    Popovic, Milos R.
    Ahi, Payman
    ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY, 2022,
  • [43] COVID-19 effects on the global PV supply chain
    Marsillac, Erika
    2021 IEEE 48TH PHOTOVOLTAIC SPECIALISTS CONFERENCE (PVSC), 2021, : 2630 - 2631
  • [44] COVID-19, Supply Chain Breakdowns, and Firm Value
    Xia, Changyuan
    Yang, Junjie
    He, Na
    Chan, Kam C.
    EMERGING MARKETS FINANCE AND TRADE, 2023, 59 (08) : 2370 - 2382
  • [45] Supply chain resilience during the COVID-19 pandemic
    Ozdemir, Dilek
    Sharma, Mahak
    Dhir, Amandeep
    Daim, Tugrul
    TECHNOLOGY IN SOCIETY, 2022, 68
  • [46] COVID-19 and Supply Chain Management: A Review with Bibliometric
    Sombultawee, Kedwadee
    Lenuwat, Pattama
    Aleenajitpong, Natdanai
    Boon-itt, Sakun
    SUSTAINABILITY, 2022, 14 (06)
  • [47] The impact of COVID-19 on supply chain credit risk
    Agca, Senay
    Birge, John R.
    Wang, Zi'ang
    Wu, Jing
    PRODUCTION AND OPERATIONS MANAGEMENT, 2023, 32 (12) : 4088 - 4113
  • [48] Covid-19 in America: Global supply chain reconsidered
    Ngo, Christine Ngoc
    Dang, Huong
    WORLD ECONOMY, 2023, 46 (01): : 256 - 275
  • [49] Building supply chain resilience in the era of COVID-19: An AHP-DEMATEL approach
    Debashree Das
    Avik Datta
    Patanjal Kumar
    Yigit Kazancoglu
    Mangey Ram
    Operations Management Research, 2022, 15 : 249 - 267
  • [50] COVID-19 automotive supply chain risks: A manufacturer-supplier development approach
    Karamoozian, Aminreza
    Tan, Chin An
    Wu, Desheng
    Karamoozian, Amirhossein
    Pirasteh, Saied
    JOURNAL OF INDUSTRIAL INFORMATION INTEGRATION, 2024, 38
12345