基于实时射频识别(RFID)信息的汽车堆场动态运输规划

Jindae Kim, S. Kumara, Shang-Tae Yee, J. Tew
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引用次数: 6

摘要

无线通信技术越来越多地应用于供应链的各种商业环境中。无线射频识别技术提供了车辆移动的实时信息,相关的运输操作可以从中受益,从而更好、更有效地进行装载。利用无线跟踪系统的实时信息,提出了一种马尔可夫决策过程模型,用于动态构建货物载荷。仿真结果表明,动态决策方法在减少车辆停留时间、提高客户满意度和提高运输载体利用率方面优于传统的运输实践。
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Dynamic shipment planning in an automobile shipment yard using real-time radio frequency identification (RFID) information
Wireless communication technology has been increasingly adopted in various business environments of supply chains. Radio frequency identification technology provides real-time information of vehicle movements and, associated shipment operations can benefit from it for better, efficient load makeup. A Markov decision process model is proposed for dynamically building the shipment loads using real-time information of the wireless tracking system. Simulation results demonstrate the superior performance of dynamic decision approach compared to conventional shipment practices in terms of reducing vehicle dwell time, improving customer fulfillment, and increasing utilization of the transportation carriers.
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