Complete vehicle logistics order prediction method and device, logistics system and computer readable medium
A forecasting method and logistics technology, applied in the field of logistics, can solve problems such as low forecasting efficiency, low degree of intelligence, and poor forecasting accuracy
Pending Publication Date: 2019-10-08
ANJI AUTOMOTIVE LOGISTICS
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[0008] The purpose of the present invention is to provide a method, device, system, and storage medium for monthly order forecasting of vehicle logistics, so as to solve the problems of low intelligence, high manpower cost, low forecasting efficiency and poor forecasting accuracy in the current monthly order forecasting of vehicle logistics The problem
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[0106] In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the invention, not to limit the invention.
[0107] Embodiments of the present invention describe a method for forecasting a monthly order of vehicle logistics, a forecasting device, a system, and a storage medium. The execution subject of the monthly vehicle logistics order forecasting method provided in the embodiment of the present invention may be the vehicle logistics monthly order forecasting device, system, storage medium provided in the embodiment of the present invention, or the vehicle logistics monthly order forecasting device integrated , a system, a terminal device (for example, a smart phone, a tablet computer, etc.) of a storage medium, or a s...
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The invention relates to the field of logistics, in particular to a complete vehicle logistics monthly order prediction method and device, a logistics system and a computer readable medium. The methodcomprises the steps of obtaining complete vehicle logistics order data of a historical month; extracting features to construct a learning sample set; according to the learning sample set, constructing a random forest model for training and evaluation, and obtaining a logistics monthly order prediction model of the complete vehicle; and inputting a to-be-predicted line, predicting a complete vehicle logistics order of the line in the future month according to the complete vehicle logistics monthly order prediction model, and outputting the complete vehicle logistics order. According to the complete vehicle logistics monthly order prediction method, device and system and the storage medium, prediction of the complete vehicle logistics monthly order is achieved, prediction efficiency and prediction accuracy are greatly improved, accurate information is provided for overall planning of transport capacity plans and warehouse management of transport companies, and then production managementcost is reduced.
Description
technical field [0001] The present invention relates to the field of logistics, and more specifically, to a method and device for forecasting monthly orders of vehicle logistics, a logistics system, and a computer-readable medium. Background technique [0002] The monthly forecast of vehicle logistics orders is to accurately predict future monthly vehicle logistics orders by mining historical information and constructing a forecasting method, so as to provide data reference for the overall arrangement of transportation company capacity and warehouse management. [0003] Because the order forecast of vehicle logistics can make dispatchers prepare in advance and plan ahead, so that the scheduling of transportation resources is more reasonable, so accurate order forecast of vehicle logistics plays a very important role in vehicle logistics. [0004] The existing monthly order forecast for vehicle logistics uses manual forecasting based on the historical order report, and the we...
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Login to View More IPC IPC(8): G06Q10/04G06Q10/08
CPCG06Q10/04G06Q10/08
Inventor 金忠孝陈竟宇
Owner ANJI AUTOMOTIVE LOGISTICS