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Automated warehouse optimization system

机译:自动化仓库优化系统

摘要

2. In order to optimize specific physical distribution processing scale information associated with processing of the physical distribution order by the physical distribution system for the physical distribution order received in a certain period of time, all devices constituting the physical distribution system are changed over time. In the past physical distribution processing scenario that specifies how to operate, and throughput information, processing time information, power consumption information, delivery completion order number information, and processing that are obtained as a result of operating in the past physical distribution processing scenario. Using the number of personnel required information and at least one of the number of processing items per unit time of special processing target articles including sale items as the teacher data in light of the physical distribution processing scale information combining two or more, Define a physical distribution processing scenario for optimizing specific physical distribution processing scale information in physical distribution processing performance values Model generation means for generating a learned model by machine learning, physical distribution order processing acceptance means for accepting all physical distribution orders within a fixed time, and all the devices for the physical distribution order accepted by the physical distribution order processing acceptance means By a past physical distribution processing scenario acquisition unit that acquires a past physical distribution processing scenario that defines behavior over time, a scale information specifying unit that specifies desired scale information from the physical distribution processing scale information, and the model generation unit. In order to optimize the scale information from the past physical distribution processing scenario acquired by the past physical distribution processing scenario acquisition means and the scale information specified by the scale information specifying means, using the generated learned model. Logistics processing that defines how all devices that make up the logistics system should operate over time And processing means for outputting a Nario.
机译:2.为了针对在一定时间段内接收到的物流订单优化与物流系统对物流订单的处理相关联的特定物流处理规模信息,构成物流系统的所有设备都随时间变化。在过去的物流处理场景中,指定了如何操作,以及吞吐量信息,处理时间信息,功耗信息,交货完成订单编号信息以及通过在过去的物流处理场景中进行操作而获得的处理。根据结合两个或更多个的物流处理规模信息,将人员需求信息的数量和包括销售项目在内的特殊处理目标商品的每单位时间的处理项目中的至少一项用作教师数据,定义物流用于优化物流处理性能值中特定物流处理规模信息的处理方案模型生成装置,用于通过机器学习生成学习模型;物流订单处理接受装置,用于在固定时间内接受所有物流订单;以及用于物流订单处理接受单元接受的物流订单由过去物流处理方案获取单元获取,该过去物流处理方案获取单元定义了随着时间的过去的行为,规模信息指定单元通过从物流处理规模信息和模型生成单元中指定期望的规模信息。为了使用生成的学习模型,根据过去的物流处理场景取得单元取得的过去的物流处理场景和规模信息确定单元所确定的规模信息,来优化规模信息。物流处理,定义构成物流系统的所有设备应随时间运行的方式,以及用于输出Nario的处理手段。

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