基于大数据的供应链仿真动态建模

Ekaterina Volneikina, O. Kukartseva, A. Menshenin, Vadim Tynchenko, K. Degtyareva
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引用次数: 0

摘要

建立了由单个配送中心和多个销售点组成的简单供应链的仿真模型。最初,创建了一个名为“供应链”的新模型,并将手表作为模型时间的单位。接下来,使用标准显示设置将GIS(地理信息系统)地图添加到主要对象的图中。定义了分配器属性,并在地图上标记了分配器点。接下来,零售商被添加到地图中:使用OpenStreetMap在线服务器,AnyLogic向其发送地址和接收坐标,并自动安排零售商。手动添加零售商属性。下一步是创建一个卡车模型,并设置它们的运动逻辑。为此,使用了状态图,并利用状态图得到了卡车的逻辑状态图。使用“新建代理向导”,添加一个新的代理类型——订单。它还更改了状态图以显示订单信息。对创建的模型进行了补充,其中增加了从零售商那里装卸卡车的时间。建立了供应链的基本仿真模型,并考虑了改进模型的思路。
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Simulation-Dynamic Modeling Of Supply Chains Based On Big Data
A simulation model of a simple supply chain consisting of a single distribution center and several points of sale was created. Initially, a new model was created with the name "Suplly Chain" and watches as units of model time. Next, a GIS (geographic information system) map was added to the diagram of the main object using the standard display settings. The distributor properties were defined and it marked the distribution point on the map. Next, retailers were added to the map: using the OpenStreetMap online server, to which AnyLogic sends addresses and receives coordinates and automatically arranges retailers. Manually added the properties of retailers. The next step was to create a model of trucks and their movement logic is set. To do this, a state diagram was used, with the help of which a diagram of the state of the logic of trucks was obtained. Using the New Agent Wizard, add a new agent type – order. It also changed the status chart to display order information. The created model was supplemented, where time was added for unloading and loading trucks from retailers. A basic simulation model of supply chains was built, and ideas for improving this model were considered.
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