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Obiettivi

L’idea progettuale di ASMARA prevede di implementare e testare un Sistema di Supporto alle Decisioni (DSS) per migliorare e ottimizzare la pianificazione, la gestione e prenotazione delle operazioni nei sistemi di trasporto intermodali.
Il DSS sarà progettato per prendere decisioni tattiche e operative relative alla gestione del sistema di trasporto intermodale grazie all’applicazione di strumenti moderni delle Information and Communication Technology (ICT). Un sistema DSS è una piattaforma dedicata a migliorare i servizi “fornendoli di un’intelligenza”. Le decisioni prese sono a livello tattico e operativo:

  • Le decisioni tattiche vengono prese su una base dei tempi a medio-termine (mensile o trimestrale) ed includono una pianificazione off line:
    – Attività e vehicle scheduling
    – Timing, sequenza di allocazione di risorse
    – Allocazione di memoria, strategie di raccolta degli ordini, selezione delle modalità di trasporto, strategie di consolidamento, etc.
    – Vehicle routing
  • Le decisioni operative vengono prese su una base dei tempi giornaliera o in tempo reale e includono la raccolta degli ordini di magazzino, spedizioni e vehicle dispatching, operazioni di booking, azioni di reazione ad eventi imprevedibili (blocco, incidenti, condizioni meteo rischiose, etc.)

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Pubblicazioni

  1. Coronato, C. Di Napoli, G. Paragliola, L. Serino, “Intelligent Planning of Onshore Touristic Itineraries for Cruise Passengers in a Smart City”, in proc. of Intelligent Environments 2021.
  2. M. Naeem, STH. Rizvi, A. Coronato, “A Gentle Introduction to Reinforcement Learning and its Application in Different Fields”, IEEE Access
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