A 3-Dimensional Cargo Loading Algorithm for the Conveyor-Type Loading System  

作　　者：Hyeonbin Jeong Young Tae Ryu Byung Duk Song Sang-Duck Lee 

机构地区：[1]Department of Industrial Management Engineering,Korea University,Seoul,02841,Republic of Korea [2]Department of Artificial Intelligence,Kyung Hee University,Gyeonggi-do,17104,Republic of Korea [3]Advanced Logistics System Research Team,Korea Railroad Research Institute,Gyeonggi-do,16105,Republic of Korea

出　　处：《Computer Modeling in Engineering & Sciences》2025年第3期2739-2769,共31页工程与科学中的计算机建模(英文)

基　　金：supported by the BK21 FOUR funded by the Ministry of Education of Korea and National Research Foundation of Korea,a Korea Agency for Infrastructure Technology Advancement(KAIA)grant funded by the Ministry of Land,Infrastructure,and Transport(Grant 1615013176);IITP(Institute of Information&Coummunications Technology Planning&Evaluation)-ICAN(ICT Challenge and Advanced Network of HRD)grant funded by the Korea government(Ministry of Science and ICT)(RS-2024-00438411).

摘　　要：This paper proposes a novel cargo loading algorithm applicable to automated conveyor-type loading systems.The algorithm offers improvements in computational efficiency and robustness by utilizing the concept of discrete derivatives and introducing logistics-related constraints.Optional consideration of the rotation of the cargoes was made to further enhance the optimality of the solutions,if possible to be physically implemented.Evaluation metrics were developed for accurate evaluation and enhancement of the algorithm’s ability to efficiently utilize the loading space and provide a high level of dynamic stability.Experimental results demonstrate the extensive robustness of the proposed algorithm to the diversity of cargoes present in Business-to-Consumer environments.This study contributes practical advancements in both cargo loading optimization and automation of the logistics industry,with potential applications in last-mile delivery services,warehousing,and supply chain management.

关 键 词：3-dimensional loading automated loading system B2C logistics cargo loading algorithm conveyortype loading 

分 类 号：TP301.6[自动化与计算机技术—计算机系统结构]