AGV物流系统在工业生产与仓储场景中的实际应用与仿真分析
Practical Application and Simulation Analysis of AGV Logistics System in Industrial Production and Warehousing Scenarios
陈军 1南天 1杨明祥 1唐占彪 1陈博2
作者信息
- 1. 国网甘肃省电力公司物资公司,兰州甘肃 730050
- 2. 国网思极飞天(兰州)云数科技有限公司,兰州甘肃 730050
- 折叠
摘要
现代工业和仓储场景面临着日益复杂的供应链管理需求,然而缺少智能化物流方案提升管理效率.因此,研究设计一种全向行驶智能AGV物流系统,并对其进行仿真实验.实验结果表明,AGV物流系统在 72 小时内完成任务 2104次,比原物流系统的 1791次提升 17.5%.AGV物流系统的平均任务完成率为 96.08%,最高任务完成率达到 99%,平均错误率为 1.59%,最高错误率仅为 3.3%.研究为AGV物流系统在物流行业中的应用提供了有效手段,对工业生产与仓储环境的可持续发展具有重要意义.
Abstract
Modern industrial and warehousing scenarios are facing increasingly complex supply chain management needs,but there is a lack of intelligent logistics solutions to improve management efficiency.Therefore,research and design an omnidirectional intelligent AGV logistics system and conduct simulation experiments on it.The experimental results show that the AGV logistics system completed tasks 2104 times within 72 hours,an increase of 17.5%compared to the original logistics system's 1791 times.The average task completion rate of AGV logistics system is 96.08%,with a maximum task completion rate of 99%,an average error rate of 1.59%,and a maximum error rate of only 3.3%.The study provides an effective means for the application of AGV logistics systems in the logistics industry,which is of great significance for the sustainable development of industrial production and warehousing environment.
关键词
AGV/物流系统/全向行驶/仓储环境Key words
AGV/Logistics system/Omnidirectional driving/Warehouse environment引用本文复制引用
出版年
2024
国家科技期刊平台
NSTL
万方数据