Container shipping continues a essential role in driving global trade. However, the existing infrastructure is facing mounting challenges. To guarantee the operability of container shipping in an ever-more dynamic world, modernization is necessary. This requires adopting innovative technologies to improve various aspects of the supply chain. From a