Station arrival volume prediction method and device, electronic equipment and computer readable medium

Abstract

The embodiment of the invention discloses a station arrival volume prediction method and device, electronic equipment and a computer readable medium. A specific embodiment of the method comprises the following steps: acquiring a goods quantity information set of a target sorting center in a preset historical time period; on the basis of each site, according to each historical goods quantity of the corresponding site included in the goods quantity information set, generating each historical goods quantity ratio as a historical goods quantity ratio group, and obtaining a historical goods quantity ratio group set; based on the historical goods quantity proportion group set and each station, determining whether the historical goods quantity proportion of the station is stable or not; in response to determining that the historical cargo volume ratio of the target site is stable, generating a target cargo volume ratio according to the historical cargo volume set and each historical cargo volume corresponding to the target site; and according to the target cargo volume ratio and the predicted total cargo volume of the target sorting center, generating the station arrival cargo volume. According to the embodiment, the cargo volume ratio stability of each station of the sorting center can be automatically and quickly determined, and the accuracy of the predicted arrival cargo volume of the station is improved.

Description

technical field [0001] The embodiments of the present disclosure relate to the field of computer technology, and in particular to a site-to-shipment volume forecasting method, device, electronic device, and computer-readable medium. Background technique [0002] When carrying out logistics distribution, the logistics distribution network model of the first sorting center-last sorting center-site is usually used for distribution. Before the delivery of goods from the final sorting center to the site, the site arrival quantity of each site can be predicted based on the predicted total volume of the final sorting center. Therefore, it is necessary to first determine that the proportion of the station's cargo volume in the final sorting center is stable, so that the site's arrival volume can be predicted based on the stable cargo volume ratio. At present, when predicting the arrival volume of a site, the usual method is: based on variance analysis or graph analysis, determine w...

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Problems solved by technology

[0003] However, when the above method is used to predict the arrival volume of the site, there are often the following technical problems: whether the proportion of the volume of each site corresponding to the final sorting center is determined from the dimension of the sorting center is stable, and the volume of each site is not considered The fluctuation of the proportion in the time dimension requires the use of expert experience and knowledge to determine whether the proportion of cargo volume is stable, the analysis speed is slow, and the analysis results are highly subjective, resulting in low accuracy of the predicted site arrival volume

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