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Intelligent monitoring and early warning method, device and equipment for logistics sorting robot and medium

A technology of intelligent monitoring and robotics, applied in logistics, forecasting, instruments, etc., can solve the problem of low accuracy of sorting and early warning, and achieve the effect of solving low accuracy, improving accuracy, and improving accuracy

Active Publication Date: 2022-04-29
常州首信智能制造有限公司
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0004] The invention provides an intelligent monitoring and early warning method, device and computer-readable storage medium for a logistics sorting robot, the main purpose of which is to solve the problem of low accuracy in sorting and early warning of logistics products

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  • Intelligent monitoring and early warning method, device and equipment for logistics sorting robot and medium
  • Intelligent monitoring and early warning method, device and equipment for logistics sorting robot and medium
  • Intelligent monitoring and early warning method, device and equipment for logistics sorting robot and medium

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Embodiment Construction

[0059] It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.

[0060] An embodiment of the present application provides an intelligent monitoring and early warning method for a logistics sorting robot. The execution subject of the intelligent monitoring and early warning method of the logistics sorting robot includes, but is not limited to, at least one of electronic devices such as a server and a terminal that can be configured to execute the method provided by the embodiment of the present application. In other words, the intelligent monitoring and early warning method of the logistics sorting robot can be executed by software or hardware installed on terminal equipment or server equipment, wherein the hardware includes but is not limited to electronic control units, such as ECU (Electronic Control Unit) Wait. The server includes, but is not limited to: a single server, a serv...

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Abstract

The invention relates to an artificial intelligence technology, and discloses an intelligent monitoring and early warning method for a logistics sorting robot, and the method comprises the steps: constructing an information portrait of an article according to the article information and the article type of the logistics article; dividing the information portrait into a plurality of portrait data blocks; extracting data features of the portrait data blocks and constructing an article feature matrix; constructing a decision tree according to the multi-level classification table, and performing classification decision on the article feature matrix by using the decision tree to obtain a sorting category; calculating a single deviation between the sorting category corresponding to the logistics articles and the article category and an average deviation of all the articles; obtaining a decision logic path of the logistics article of which the single deviation is greater than a preset deviation threshold, and calculating a path error according to the decision logic path; and calculating an early warning score according to the average deviation and the path error, and performing sorting error early warning when the early warning score is greater than a preset value. The invention further provides an intelligent monitoring and early warning device and equipment for the logistics sorting robot and a medium. The logistics product sorting early warning accuracy can be improved.

Description

technical field [0001] The invention relates to the technical field of artificial intelligence, in particular to an intelligent monitoring and early warning method, device, electronic equipment and computer-readable storage medium for a logistics sorting robot. Background technique [0002] With the development of the logistics and transportation industry, most logistics service providers choose logistics sorting robots equipped with electronic control units to sort different items on the logistics line. However, due to the diversification of logistics items and the emergence of new products, As a result, the logistics sorting robot performs poorly in logistics sorting, and its accuracy is low. [0003] The monitoring and early warning of the existing logistics sorting robot for the logistics sorting process is mostly based on the analysis of the sorting results, that is, the monitoring and early warning is carried out according to the error rate of the logistics sorting rob...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/08G06Q10/04G06K9/62G06N5/00G06N3/04
CPCG06Q10/083G06Q10/04G06N5/01G06N3/048G06N3/045G06F18/24323
Inventor 沈锋姜慧军
Owner 常州首信智能制造有限公司
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