关键词: 无人机, 智能跑跺, 人工智能, 堆存能力

Abstract: With the continuous growth of global trade, ports, as critical nodes in the logistics chain, have their operational efficiency and management levels directly impacting the effectiveness of the overall logistics system. Rizhao port, Shandong port, an important bulk cargo hub in China, faces challenges such as complex yard management and inefficiency. Addressing the practical needs of Rizhao port, this paper designs and implements an intelligent yard management platform based on unmanned aerial vehicles. It aims to enhance the level of intelligence in yard management by integrating information technology such as artificial intelligence, improves yard utilization through intelligent stacking operations by UAV, and reduces operational costs. This paper elaborates on the design concept, technical architecture, key functions, and innovations of the platform, and conducts an empirical analysis using Rizhao port as a case study. The results show an increase in stacking efficiency by over 90%, significantly enhancing the operational efficiency of yard stacking management. Furthermore, the analysis and assessment of yard storage capacity indicate an improvement of over 10% in the port's storage capacity.

Key words: UAV, intelligent stacking operation, AI, storage capacity