Rotterdam's Digital Twin and Automated Port EP18

These sources detail how the Port of Rotterdam has solidified its leading position as a global smart logistics hub through digital transformation and artificial intelligence technologies. Using the Pronto system and machine learning models, the port can accurately predict vessel arrival times, successfully reducing waiting times by 20%. The port authority has further built a Digital Twin and an Internet of Things (IoT) platform, integrating real-time weather and geographic data to lay the foundation for autonomous shipping by 2030. In terms of automation hardware, Rotterdam's container terminals, such as APMT MVII, have achieved a high degree of automation, with operational efficiency significantly exceeding that of traditionally manually operated ports. Furthermore, the research explores the integration of the Portbase community system with global data pipelines to optimize the transparency of information flow in cross-border trade. Finally, the literature also focuses on the impact of technological change on workforce transformation, emphasizing the need for unions and businesses to negotiate and address the employment challenges that automation may bring.