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March 25, 2026Procedia Computer Science0 citationsOpen Access

Real-Time Smart Optimization of Multimodal Node Operations: Toward Greener and More Efficient Logistics Networks

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AFAnaiz Gul FareedFFFabio De FeliceAFAntonio Forcina

Key Points

  • The aim is to explore how advanced technologies can enhance multimodal logistics performance and sustainability.
  • Utilized AI, IoT, ML, and blockchain for dynamic optimization in logistics.
  • Developed an IoT-based simulator with Teltonika FMC003 devices.
  • Connected the simulator to a Python-based TCP server integrated with ThingsBoard.
  • Provided real-time fleet management and GPS tracking capabilities.
  • Showed improvement in environmental performance through optimized logistics operations.
  • Achieved enhanced responsiveness and reliability in fleet management systems.
  • Demonstrated significant reductions in carbon footprints for the transport sector.

Abstract

Multimodal logistics transport is a huge sector all over the world, and despite many problems related to inefficiencies, supply chain disruptions, environmental concerns, etc., this sector is constantly growing. This research is about how dynamic optimization, and advanced digital systems like artificial intelligence (AI), Internet of Things (IoT), machine learning (ML), and blockchain can revolutionize this massive industry and improve the environmental performance of the system, which is crucial for the system to perform in the long run. This research also highlights how conceptual and critical digital layered architecture can be made for this system using the transformative potential of Industry 4.0 technologies. The practical aspect of this research showcases the IoT-based simulator using Teltonika FMC003 devices, connected through a Python-based Transmission Control Protocol (TCP) server and integrated with the ThingsBoard IoT monitoring platform. The simulator offers real-time fleet management, GPS tracking, reliability, and robust responsiveness for the fleet management system. Digitized multimodal transport is a significant step in transforming traditional logistics operations into intelligent, efficient, resilient, and sustainable operations with low carbon footprints in the transport sector.

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Cite This Study

Fareed et al. (2026) studied this question.

synapsesocial.com/papers/69c37b20b34aaaeb1a67d4fahttps://doi.org/10.1016/j.procs.2026.02.180
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