烟草科技2026，Vol.59Issue(3)：104-111,8.DOI:10.16135/j.issn1002-0861.2025.0874
基于仿真实验的叶丝库物流系统RGV调度与装箱缓存线补箱策略优化
Optimization of RGV dispatching and packaging buffer line replenishment strategies for a cut tobacco warehouse logistics system based on simulations
摘要
Abstract
To improve the operational performance of a cut tobacco warehouse logistics system,rail guided vehicle(RGV)dispatching and packaging buffer line replenishment strategies were optimized based on simulation experiments.In response to the complex operation process of the cut tobacco logistics system that was difficult to describe using mathematical models alone,a simulation model of the warehouse logistics system was established based on the principle of discrete event simulation,and remote-priority dispatching strategy and batch-wise replenishment strategy were proposed to identify the optimal parameters for the batch-wise replenishment strategy,a surrogate mathematical model was constructed based on an orthogonal experimental design and polynomial regression analysis.In addition,a mixed integer programming approach was employed to derive the optimal value of each variate.Simulation results indicated that the proposed two strategies reduced the average RGV load,the average task waiting time and the variance of warehouse entry time interval by approximately 2.6%,26.8%and 3.6%.Moreover,when one RGV(out of a total of 21 RGVs in the logistics system)was malfunctioning,the dual-strategy cut tobacco warehouse logistics system was still able to meet production requirements.This technology provides support for improving the operation efficiency of logistics systems for cigarette manufacturing factories.关键词
叶丝库/物流系统/RGV调度/分批补箱/仿真实验/混合整数规划Key words
Cut tobacco warehouse/Logistics system/RGV dispatching/Batch-wise replenishment/Simulation/Mixed integer programming分类
通用工业技术引用本文复制引用
石钉科,王宏铝,徐栋炯,程超,叶志晖,高杰,邬晓龙,董江辉..基于仿真实验的叶丝库物流系统RGV调度与装箱缓存线补箱策略优化[J].烟草科技,2026,59(3):104-111,8.基金项目
浙江中烟工业有限责任公司科技项目"基于数字孪生的烟丝高架库系统联动运行技术研发与应用"(ZJZY2023D019). （ZJZY2023D019）
