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Related Experiment Video

Updated: Sep 22, 2025

Design and Fabrication of an Elastomeric Unit for Soft Modular Robots in Minimally Invasive Surgery
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Modular vehicle technology for emergency medical services.

Gaby Joe Hannoun1, Mónica Menéndez1

  • 1Division of Engineering, New York University Abu Dhabi, Saadiyat Island, Abu Dhabi, United Arab Emirates.

Transportation Research. Part C, Emerging Technologies
|May 23, 2022
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Summary

This study proposes a novel modular vehicle system to improve emergency medical services (EMS) response times. The smart system enhances resource allocation, reducing delays during high-demand events.

Keywords:
Emergency medical servicesHealth careLogisticsModular systemsOptimization

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Area of Science:

  • Operations Research
  • Transportation Engineering
  • Emergency Medical Services

Background:

  • Emergency medical services (EMS) face critical response delays impacting patient outcomes.
  • Existing dispatch and redeployment systems are insufficient for modern demands.
  • Technological innovation is needed to optimize EMS resource allocation.

Purpose of the Study:

  • To introduce a smart system for EMS leveraging modular vehicle technology.
  • To demonstrate the applicability of modular vehicles for patient transport and resource optimization.
  • To evaluate the potential performance improvements in EMS operations.

Main Methods:

  • Development of a mathematical programming model for optimal assignment decisions.
  • Design of modular vehicles capable of coupling/decoupling for patient transfer.
  • Fleet deployment strategy involving cooperation between life support and transport vehicles.
  • Sensitivity and comparative analyses to assess system performance under varying demand and resource constraints.

Main Results:

  • The proposed modular vehicle system can significantly reduce EMS response and hospital admission times.
  • The system demonstrates adaptability and enhanced benefits during periods of high demand or limited resources.
  • Mathematical modeling provides a framework for optimal resource allocation in a deterministic setting.

Conclusions:

  • Modular vehicle technology offers a viable and effective solution for enhancing EMS efficiency.
  • The system's flexibility allows for improved operational performance, especially during crises.
  • Further research and implementation of this technology can lead to substantial improvements in emergency medical care delivery.