Research And Design On Intelligent Logistics Transport Capacity Planning

With the rapid development of modern society,modem logistics has entered a stage of information and intelligence.The logistics industry,as a cyclic system of the society,urgently needs an accelerated industrial upgrade.Modern logistics service industry integrates industries such as transportation,warehousing,trading,and freight forwarding.In order to meet the needs of modern management requirements,the logistics service industry needs to make use of next-generation information technologies such as big data,artificial intelligence,and the Internet of things to achieve new breakthroughs.But in fact,because of the difficulties in obtaining logistics information and data sharing which hinder the advance of logistics informatization,most of the warehousing management is still in traditional managing the state.The logistics service and data are scattered in various service systems,and the issue of information isolation and data island block the development of logistics industry.This thesis based on the project of intelligent logistics platform and focuses on the work of transportation capacity planning.Transportation capacity,as the core management target of intelligent logistics platform,needs to forecast,monitor and optimize from the dimension such as waybill release,vehicle real-time supervision and control,vehicle cargo matching.This thesis analyzed the relevant needs and practical difficulties from the investigation of a logistics company.Combined with the development trend of new information technology,the solution of intelligent logistics platform for planning of transportation capacity based on big data and microservice architecture has been designed.The thesis designed the portrait model of drivers and vehicles,discussed the procedure of building the logical structure of the system by using the data of vehicle,driver and waybill,built the basic software platform,describes the method of obtaining and filtering external data,data synchronization and storage.realized the transportation capacity coordination service on the basic software platform provided the function of the transportation capacity coordination vehicle real-time monitoring,car-cargo matching,capacity prediction and monitoring.After the designed and implemented,the intelligent platform has been tested in pilot project.Through the application of this system,different data sources are connected,various data is formatted,the attributes of vehicles and drivers are accurately obtained through the portrait algorithm,and the capacity can be evaluated efficiently.The system can display the capacity data in a more intuitive way,and make the links of transportation and warehousing more transparent and efficient.The system provides technical support for capacity management,and further enhances the overall level of logistics information.