Container shipping remains a pivotal role in driving global trade. However, the existing infrastructure is facing mounting pressures. To guarantee the operability of container shipping in an ever-more complex world, modernization is imperative. This includes adopting innovative approaches to optimize various aspects of the supply chain. From smart