An Optimized Intelligent Packing System

Abstract

The invention provides an optimized intelligent packaging system, and the system comprises a data receiving module; and a layering module which calculates the occurrence probability of each single dimension of each to-be-packaged object. A plurality of former dimensions with the probability being arranged from the big to the small are selected and represented through S1, and then a three-dimensional space which is not filled is layered according to each single dimension direction, thereby enabling the single dimension of each three-dimensional space layer in the corresponding layering direction to be one of S1. The system also comprises a splitting module which calculates the occurrence probabilities of the other two dimensions, except the biggest dimension, of each to-be-packaged object suitable to be placed in the corresponding three-dimensional space layer. Meanwhile, a plurality of former dimensions with the probability being arranged from the big to the small are selected and represented through S2, and each three-dimensional space layer is split in the other two dimension directions except the layering direction. In addition, the single direction of each two-dimensional space in the corresponding splitting direction is enabled to be one of S2. The system also comprises a single-strip packaging module. The system can reduce the time in layering and splitting, and increases the diversity of packaging schemes.

Description

technical field [0001] The invention belongs to the field of packing in the logistics industry, and in particular relates to an optimized intelligent packing system. Background technique [0002] Three-dimensional packing is a problem often encountered in industrial production. In the process of cargo loading and transportation, the efficient use of resources and transportation space is the core competitiveness of companies. Therefore, due to its practical needs, seeking a reasonable and effective placement strategy is still an important direction of research. [0003] In the existing technology, the most widely used is the classic container packing model, which can be simply described as ensuring that all the goods loaded into the container do not overlap in space, so that the volume ratio of the container is maximized. The specific mathematical model is as follows : [0004] Suppose the width, length, and height of the container are W, L, and H respectively, the set of g...

AI Technical Summary

Problems solved by technology

However, the traditional wall-building algorithm uses a fixed-branch search algorithm in layering and striping. The length of each layer and the height of each strip are randomly selected from all the single dimensions of the goods to be loaded. The number of branch widths, if the size of all the goods to be loaded is small, the branches of the search tree will be very large, so that the layering and segmentation operations will take too much computing time; moreover, the algorithm is only used in the three-dimensional space of the container Layering in one direction makes binning solutions less diverse

[0022] In addition, the boxing software currently on the market still requires users to manually edit and export the data to excel. The stand-alone version of the boxing software system does not provide advanced services and needs to charge corresponding copyright fees, while the server version of the boxing software can satisfy users. Advanced requirements, strong computing power, but require users to pay a high cost of purchasing servers

To sum up, regardless of the amount of business, users need to pay extra fees, which will cause economic losses to users; on the other hand, the algorithm used in the software is not optimal and cannot achieve the highest work efficiency, which further expands the user loss

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