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Digital Twin of COVID-19 Mass Vaccination Centers

Author

Listed:
  • Francesco Pilati

    (Department of Industrial Engineering, University of Trento, Via Sommarive 9, 38123 Trento, Italy)

  • Riccardo Tronconi

    (Department of Industrial Engineering, University of Trento, Via Sommarive 9, 38123 Trento, Italy)

  • Giandomenico Nollo

    (Department of Industrial Engineering, University of Trento, Via Sommarive 9, 38123 Trento, Italy)

  • Sunderesh S. Heragu

    (Industrial Engineering and Management Department, Oklahoma State University, Stillwater, OK 73107, USA)

  • Florian Zerzer

    (South Tyrol Public Healthcare Agency, Via Cassa di Risparmio 4, 39100 Bolzano, Italy)

Abstract

The problem is the vaccination of a large number of people in a short time period, using minimum space and resources. The tradeoff is that this minimum number of resources must guarantee a good service for the patients, represented by the time spent in the system and in the queue. The goal is to develop a digital twin which integrates the physical and virtual systems and allows a real-time mapping of the patient flow to create a sustainable and dynamic vaccination center. Firstly, to reach this goal, a discrete-event simulation model is implemented. The simulation model is integrated with a mobile application that automatically collects time measures. By processing these measures, indicators can be computed to find problems, run the virtual model to solve them, and replicate improvements in the real system. The model is tested in a South Tyrol vaccination clinic and the best configuration found includes 31 operators and 306 places dedicated for the queues. This configuration allows the vaccination of 2164 patients in a 10-h shift, with a mean process time of 25 min. Data from the APP are managed to build the dashboard with indicators like number of people in queue for each phase and resource utilization.

Suggested Citation

  • Francesco Pilati & Riccardo Tronconi & Giandomenico Nollo & Sunderesh S. Heragu & Florian Zerzer, 2021. "Digital Twin of COVID-19 Mass Vaccination Centers," Sustainability, MDPI, vol. 13(13), pages 1-26, July.
    • Handle: RePEc:gam:jsusta:v:13:y:2021:i:13:p:7396-:d:587054
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    References listed on IDEAS

    as
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    5. K Katsaliaki & N Mustafee, 2011. "Applications of simulation within the healthcare context," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 62(8), pages 1431-1451, August.
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    Cited by:

    1. Abbas, Hafiz Waqar & Khalid, Neelum & Anjum, Razia & Nawaz, Rashed & Zhou, Zhongliang & Gong, Shaoqing, 2025. "Exploring the critical risk factors in COVID-19 vaccination clinics aimed uncertainty: Insight from Pakistan," Evaluation and Program Planning, Elsevier, vol. 112(C).

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