The global marine industry relies heavily on a well-structured and efficient spare parts logistics network. Vessels operating worldwide require timely access to critical components for repair. This intricate system involves a complex interplay of suppliers, shipping companies, and fleet owners. Effective global marine spare parts logistics promotes