Research on the Construction of Port Railway Collaborative Scheduling System Driven by the Integration of Blockchain and AI

Abstract

With the expansion of international trade scale and the increasing demands for transportation capacity and operational reliability, this paper proposes a port-railway collaborative scheduling system driven by the integration of blockchain and AI. This system adopts the data sharing and anti-tampering mechanism of distributed ledgers, combines machine learning to improve the accuracy of scheduling decisions, thereby achieving self-tuning scheduling plans, intelligent prediction of transportation demands, and maximizing resource utilization. This intelligent scheduling system not only enhances efficiency and security, but also strengthens the synergy between ports and railways, reduces operational costs, and further improves scheduling quality and system reliability. Through practical case verification, it is proved that this system is effective in real scenarios.