Reclaimed copper AI intelligent weighing method and system

By introducing AI intelligent weighing methods and systems in recycled copper management, the problems of human management vulnerabilities and classification misjudgment are solved, and the automated weighing and classification of recycled copper is realized, and management efficiency and accuracy are improved.

CN119666116APending Publication Date: 2025-03-21GAONUO (HENGYANG) IND PARK DEV CO LTD
View PDF 0 Cites 1 Cited by

Patent Information

Application Number
CN202411772203.2
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2024-12-04
Publication Date
2025-03-21

AI Technical Summary

Technical Problem

There are artificial management loopholes and classification misjudgment in the existing recycled copper management, which leads to calculation errors and affects resource recycling efficiency.

Method used

Using AI intelligent weighing methods and systems, we automatically determine the type of regenerated copper by obtaining transportation equipment information, analyzing element content, and scanning three-dimensional images of industrial CT. We also conduct automated weighing and classified storage to monitor the loading and unloading process in real time.

Benefits of technology

It improves work operation efficiency, reduces human error, saves labor costs, improves the level of collaborative management of enterprises' information technology, and ensures accurate measurement and classification of resources.

✦ Generated by Eureka AI based on patent content.

Smart Images

  • Figure CN119666116A_ABST
    Figure CN119666116A_ABST
Patent Text Reader

Abstract

The invention discloses a secondary copper AI intelligent weighing method and system. The method comprises the following steps: acquiring information of transportation equipment for loading secondary copper; obtaining the position of the corresponding transportation equipment according to the information of the transportation equipment loaded with the regenerated copper, judging whether the position of the corresponding transportation equipment is within a preset weighing range of a first electronic wagon balance or not, and if yes, extracting a weight value and recording the weight value as a first weight value; the regenerated copper is unloaded, and the weight value of the transportation equipment after complete unloading is obtained and recorded as a second weight value; subtracting the second weight value from the first weight value to obtain the total weight value of the recycled copper transported this time; and sending the total weight value of the recycled copper transported this time and the corresponding transportation equipment information to a preset management end for storage. According to the invention, full automation of the weighing and metering process and real-time monitoring of the loading and unloading process of the recycled copper are realized, the work operation efficiency is improved, artificial management vulnerabilities and enterprise property loss are prevented, the labor cost is saved, and the enterprise informatization collaborative management level is improved.
Need to check novelty before this filing date? Find Prior Art

Description

Technical Field

[0001] The present invention relates to the field of electronic scales, and more specifically, to a recycled copper AI intelligent weighing method and system. Background Art

[0002] The recycled copper industry is an important part of the development of the copper industry. Recycled copper can be used as an important supplement to copper raw materials. Recycling of copper resources can be achieved through recycled copper, which can save energy and reduce emissions. However, when companies currently receive recycled copper, they mainly rely on technical personnel to register, identify and classify the recycled copper, which can easily lead to human management leakage of copper. In addition, the gap between different types of recycled copper is very small, which can easily lead to misclassification and errors in recycled copper settlement.

[0003] Therefore, the prior art has defects and needs to be improved urgently. Summary of the invention

[0004] In view of the above problems, the purpose of the present invention is to provide a recycled copper AI intelligent weighing method and system, which can improve work operation efficiency, prevent human management loopholes and corporate property losses, save labor costs, and improve the level of enterprise information collaborative management.

[0005] The first aspect of the present invention provides a recycled copper AI intelligent weighing method, comprising:

[0006] Obtain information on transport equipment carrying recycled copper;

[0007] According to the information of the transport equipment loaded with recycled copper, the position of the corresponding transport equipment is obtained, and it is determined whether the position of the corresponding transport equipment is within the preset first electronic weighing range. If so, the weight value is extracted and recorded as the first weight value;

[0008] Unloading the recycled copper to obtain a weight value of the transport equipment after the unloading is complete, which is recorded as a second weight value;

[0009] Subtract the second weight value from the first weight value to obtain the total weight value of the recycled copper transported this time;

[0010] The total weight value of the recycled copper transported this time and the corresponding transportation equipment information are sent to the preset management terminal for storage.

[0011] This plan also includes:

[0012] When the recycled copper is unloaded, the elements contained in the corresponding recycled copper and the content values ​​of the corresponding elements are obtained based on the preset spectrometer;

[0013] Scan the recycled copper based on the preset industrial CT to obtain the corresponding three-dimensional image information of the recycled copper;

[0014] Determine the type of the corresponding recycled copper according to the elements contained in the corresponding recycled copper, the content values ​​of the corresponding elements and the three-dimensional image information of the recycled copper;

[0015] The recycled copper is marked according to the information of the transport equipment carrying the recycled copper and the type of the corresponding recycled copper, and the marked recycled copper is transported to the corresponding classification storage warehouse for storage.

[0016] This plan also includes:

[0017] After the unloading is complete, the weight value increased in each classification repository during this unloading is extracted and recorded as the weight value increased in the classification repository;

[0018] Add the weight values ​​of all classification storage bins and obtain a third weight value;

[0019] The third weight value and the total weight value of the recycled copper transported this time are calculated by difference, and the absolute value is taken to obtain a first weight difference;

[0020] If the first weight difference is less than or equal to the preset first weight threshold, the weighing is normal; if the first weight difference is greater than the preset first weight threshold, the weighing is abnormal and the electronic scale verification information is triggered;

[0021] Based on the electronic floor scale verification information, the electronic floor scale is verified in turn by using the preset standard weights, and the electronic floor scale with errors is determined;

[0022] If the electronic scale that made the error is the first electronic scale, the third weight value is set as the total weight value of the recycled copper transported this time;

[0023] If the electronic floor scale that has an error is the electronic floor scale in the classified storage warehouse, the total weight value of the recycled copper transported this time will remain unchanged.

[0024] This plan also includes:

[0025] When the weighing is normal, all classification storage bins are traversed to obtain the weight values ​​of different types of recycled copper in the transportation equipment;

[0026] Multiply the weight of different types of recycled copper by the preset unit price of the corresponding type, and then add them up to get the cost value of this transportation;

[0027] The cost value of this transportation is associated with the transportation equipment information and sent to the preset server for storage.

[0028] In this solution, the step of determining the type of the corresponding recycled copper specifically includes:

[0029] Extracting the copper element and the content value of the corresponding copper element in the corresponding recycled copper, and determining the initial classification type of the corresponding recycled copper based on the preset range interval within which the content value of the copper element falls;

[0030] Extracting image features and corresponding image feature values ​​from three-dimensional image information of recycled copper;

[0031] Normalizing the image eigenvalues ​​to obtain normalized eigenvalues ​​of the image;

[0032] Multiplying the normalized feature value of the image by the evaluation weight coefficient of the corresponding image feature to obtain the evaluation value of the corresponding image feature;

[0033] The evaluation values ​​of all image features are accumulated to obtain the total evaluation value of the corresponding recycled copper;

[0034] Determine the evaluation grade of the corresponding recycled copper based on the preset evaluation value range within which the total evaluation value of the recycled copper falls;

[0035] The corresponding type of recycled copper is determined based on the initial classification type and assessment level of the recycled copper.

[0036] This plan also includes:

[0037] Based on the preset camera equipment, obtain the monitoring data information of the recycled copper during the unloading and weighing process;

[0038] The monitoring data information of the recycled copper during the unloading and weighing process is associated with the total weight value of the recycled copper transported this time and stored.

[0039] This plan also includes:

[0040] Based on a preset first time period, the preset standard weights are used to calibrate the electronic floor scale in sequence to obtain a calibration error of the electronic floor scale;

[0041] If the calibration error of the electronic platform scale is greater than the preset first error threshold, the corresponding electronic platform scale will be marked as an error once;

[0042] Obtaining the total number of times that the same electronic floor scale is marked as an error within a preset second time period;

[0043] If the total number of times the same electronic weighbridge is marked as an error within the preset second time period is greater than the preset number threshold, the corresponding electronic weighbridge will be marked;

[0044] Clear the marked electronic floor scale.

[0045] A second aspect of the present invention provides a recycled copper AI intelligent weighing system, comprising a memory and a processor, wherein the memory stores a recycled copper AI intelligent weighing method program, and when the recycled copper AI intelligent weighing method program is executed by the processor, the following steps are implemented:

[0046] Obtain information on transport equipment carrying recycled copper;

[0047] According to the information of the transport equipment loaded with recycled copper, the position of the corresponding transport equipment is obtained, and it is determined whether the position of the corresponding transport equipment is within the preset first electronic weighing range. If so, the weight value is extracted and recorded as the first weight value;

[0048] Unloading the recycled copper to obtain a weight value of the transport equipment after the unloading is complete, which is recorded as a second weight value;

[0049] Subtract the second weight value from the first weight value to obtain the total weight value of the recycled copper transported this time;

[0050] The total weight value of the recycled copper transported this time and the corresponding transportation equipment information are sent to the preset management terminal for storage.

[0051] This plan also includes:

[0052] When the recycled copper is unloaded, the elements contained in the corresponding recycled copper and the content values ​​of the corresponding elements are obtained based on the preset spectrometer;

[0053] Scan the recycled copper based on the preset industrial CT to obtain the corresponding three-dimensional image information of the recycled copper;

[0054] Determine the type of the corresponding recycled copper according to the elements contained in the corresponding recycled copper, the content values ​​of the corresponding elements and the three-dimensional image information of the recycled copper;

[0055] The recycled copper is marked according to the information of the transport equipment carrying the recycled copper and the type of the corresponding recycled copper, and the marked recycled copper is transported to the corresponding classification storage warehouse for storage.

[0056] This plan also includes:

[0057] After the unloading is complete, the weight value increased in each classification repository during this unloading is extracted and recorded as the weight value increased in the classification repository;

[0058] Add the weight values ​​of all classification storage bins and obtain a third weight value;

[0059] The third weight value and the total weight value of the recycled copper transported this time are calculated by difference, and the absolute value is taken to obtain a first weight difference;

[0060] If the first weight difference is less than or equal to the preset first weight threshold, the weighing is normal; if the first weight difference is greater than the preset first weight threshold, the weighing is abnormal and the electronic scale verification information is triggered;

[0061] Based on the electronic floor scale verification information, the electronic floor scale is verified in turn by using the preset standard weights, and the electronic floor scale with errors is determined;

[0062] If the electronic scale that made the error is the first electronic scale, the third weight value is set as the total weight value of the recycled copper transported this time;

[0063] If the electronic floor scale that has an error is the electronic floor scale in the classified storage warehouse, the total weight value of the recycled copper transported this time will remain unchanged.

[0064] The present invention discloses an AI intelligent weighing method and system for recycled copper, which realizes full automation of the weighing and metering process of recycled copper and real-time monitoring of the loading and unloading process, improves work operation efficiency, prevents man-made management loopholes and corporate property losses, saves labor costs, and improves the level of corporate information-based collaborative management. BRIEF DESCRIPTION OF THE DRAWINGS

[0065] Figure 1 A flow chart of a recycled copper AI intelligent weighing method of the present invention is shown;

[0066] Figure 2 A block diagram of an AI intelligent weighing system for recycled copper according to the present invention is shown. DETAILED DESCRIPTION

[0067] In order to more clearly understand the above-mentioned purpose, features and advantages of the present invention, the present invention is further described in detail below in conjunction with the accompanying drawings and specific embodiments. It should be noted that the embodiments of the present application and the features in the embodiments can be combined with each other without conflict.

[0068] In the following description, many specific details are set forth to facilitate a full understanding of the present invention. However, the present invention may also be implemented in other ways different from those described herein. Therefore, the protection scope of the present invention is not limited to the specific embodiments disclosed below.

[0069] Figure 1 A flow chart of a recycled copper AI intelligent weighing method of the present invention is shown.

[0070] like Figure 1 As shown, the present invention discloses a recycled copper AI intelligent weighing method, comprising:

[0071] S101, obtaining the transportation equipment information for loading recycled copper;

[0072] S102, according to the information of the transport equipment loaded with recycled copper, obtain the position of the corresponding transport equipment, and determine whether the position of the corresponding transport equipment is within the preset first electronic weighing range, and if so, extract the weight value and record it as the first weight value;

[0073] S103, unloading the recycled copper, and obtaining a weight value of the transportation equipment after the unloading is complete, which is recorded as a second weight value;

[0074] S104, subtracting the second weight value from the first weight value to obtain the total weight value of the recycled copper transported this time;

[0075] S105, sending the total weight value of the recycled copper transported this time and the corresponding transportation equipment information to the preset management terminal for storage.

[0076] According to an embodiment of the present invention, the purchased recycled copper is transported to the weighing range of the first electronic floor scale by means of a transport equipment. When the transport equipment stops completely and the position of the corresponding transport equipment is within the preset weighing range of the first electronic floor scale, the current weighing weight value is recorded. Then, the recycled copper is unloaded, and the weight value of the transport equipment after the unloading is complete is recorded. The entire process of unloading the recycled copper is recorded and filed by means of a preset camera device.

[0077] According to an embodiment of the present invention, it also includes:

[0078] When the recycled copper is unloaded, the elements contained in the corresponding recycled copper and the content values ​​of the corresponding elements are obtained based on the preset spectrometer;

[0079] Scan the recycled copper based on the preset industrial CT to obtain the corresponding three-dimensional image information of the recycled copper;

[0080] Determine the type of the corresponding recycled copper according to the elements contained in the corresponding recycled copper, the content values ​​of the corresponding elements and the three-dimensional image information of the recycled copper;

[0081] The recycled copper is marked according to the information of the transport equipment carrying the recycled copper and the type of the corresponding recycled copper, and the marked recycled copper is transported to the corresponding classification storage warehouse for storage.

[0082] It should be noted that when the recycled copper is unloaded, the corresponding recycled copper passes through a preset spectrometer and industrial CT in turn, and the type of the corresponding recycled copper is determined through the elements contained in the recycled copper, the content values ​​of the corresponding elements and the three-dimensional image information of the recycled copper, and the recycled copper is classified and stored according to the type of the corresponding recycled copper.

[0083] According to an embodiment of the present invention, it also includes:

[0084] After the unloading is complete, the weight value increased in each classification repository during this unloading is extracted and recorded as the weight value increased in the classification repository;

[0085] Add the weight values ​​of all classification storage bins and obtain a third weight value;

[0086] The third weight value and the total weight value of the recycled copper transported this time are calculated by difference, and the absolute value is taken to obtain a first weight difference;

[0087] If the first weight difference is less than or equal to the preset first weight threshold, the weighing is normal; if the first weight difference is greater than the preset first weight threshold, the weighing is abnormal and the electronic scale verification information is triggered;

[0088] Based on the electronic floor scale verification information, the electronic floor scale is verified in turn by using the preset standard weights, and the electronic floor scale with errors is determined;

[0089] If the electronic scale that made the error is the first electronic scale, the third weight value is set as the total weight value of the recycled copper transported this time;

[0090] If the electronic floor scale that has an error is the electronic floor scale in the classified storage warehouse, the total weight value of the recycled copper transported this time will remain unchanged.

[0091] It should be noted that an electronic floor scale is preset in each classification storage repository. Before the recycled copper is unloaded, the existing weight value of the recycled copper in each classification storage repository is recorded. After the recycled copper is completely unloaded, the weight value of the recycled copper in each classification storage repository after complete unloading is extracted. The added weight value of the classification storage repository is the weight value of the recycled copper in each classification storage repository after complete unloading minus the existing weight value of the recycled copper in the corresponding classification storage repository; the electronic floor scale includes a first electronic floor scale and an electronic floor scale in the classification storage repository. When the standard weight is placed in the weighing range of the electronic floor scale, if the displayed weighing weight is consistent with the weight of the standard weight, the corresponding electronic floor scale is normal; if the displayed weighing weight is inconsistent with the weight of the standard weight, the corresponding electronic floor scale is an erroneous electronic floor scale, and the electronic floor scale is marked as an error once.

[0092] According to an embodiment of the present invention, it also includes:

[0093] When the weighing is normal, all classification storage bins are traversed to obtain the weight values ​​of different types of recycled copper in the transportation equipment;

[0094] Multiply the weight of different types of recycled copper by the preset unit price of the corresponding type, and then add them up to get the cost value of this transportation;

[0095] The cost value of this transportation is associated with the transportation equipment information and sent to the preset server for storage.

[0096] It should be noted that there are certain differences in the prices of different types of recycled copper. Therefore, when the weighing is normal, the cost value of the recycled copper in this transportation is calculated so as to achieve timely settlement.

[0097] According to an embodiment of the present invention, the step of determining the type of the corresponding recycled copper specifically includes:

[0098] Extracting the copper element and the content value of the corresponding copper element in the corresponding recycled copper, and determining the initial classification type of the corresponding recycled copper based on the preset range interval within which the content value of the copper element falls;

[0099] Extracting image features and corresponding image feature values ​​from three-dimensional image information of recycled copper;

[0100] Normalizing the image eigenvalues ​​to obtain normalized eigenvalues ​​of the image;

[0101] Multiplying the normalized feature value of the image by the evaluation weight coefficient of the corresponding image feature to obtain the evaluation value of the corresponding image feature;

[0102] The evaluation values ​​of all image features are accumulated to obtain the total evaluation value of the corresponding recycled copper;

[0103] Determine the evaluation grade of the corresponding recycled copper based on the preset evaluation value range within which the total evaluation value of the recycled copper falls;

[0104] The corresponding type of recycled copper is determined based on the initial classification type and assessment level of the recycled copper.

[0105] It should be noted that the recycled copper is initially classified according to the copper content in the recycled copper to determine the corresponding initial classification type. For example, the preset range interval can be divided into: [100%, 97%), [97%, 94%), [94%, 91%)... and so on, wherein each preset range interval corresponds to an initial classification type, and the image features include the color and texture of the recycled copper in the image, and each preset valuation range corresponds to an assessment level of the recycled copper. The initial classification type and the assessment level of the recycled copper are combined to obtain the corresponding type of recycled copper. For example, the initial classification type of the recycled copper is 1-1, wherein the first 1 corresponds to the initial classification type of the recycled copper, and the corresponding initial classification type has a copper content range of [100%, 97%), and the second 1 corresponds to the assessment level of the recycled copper, indicating that the assessment level of the corresponding recycled copper is 1. The higher the assessment level of the recycled copper, the better the appearance of the corresponding recycled copper.

[0106] According to an embodiment of the present invention, it also includes:

[0107] Based on the preset camera equipment, obtain the monitoring data information of the recycled copper during the unloading and weighing process;

[0108] The monitoring data information of the recycled copper during the unloading and weighing process is associated with the total weight value of the recycled copper transported this time and stored.

[0109] It should be noted that the entire process from the time the recycled copper is transported by the transportation equipment to the preset first electronic floor scale to the entire unloading process is recorded by the preset camera equipment. The entire process is recorded and saved for each purchase of recycled copper for subsequent traceability.

[0110] According to an embodiment of the present invention, it also includes:

[0111] Based on a preset first time period, the preset standard weights are used to calibrate the electronic floor scale in sequence to obtain a calibration error of the electronic floor scale;

[0112] If the calibration error of the electronic platform scale is greater than the preset first error threshold, the corresponding electronic platform scale will be marked as an error once;

[0113] Obtaining the total number of times that the same electronic floor scale is marked as an error within a preset second time period;

[0114] If the total number of times the same electronic weighbridge is marked as an error within the preset second time period is greater than the preset number threshold, the corresponding electronic weighbridge will be marked;

[0115] Clear the marked electronic floor scale.

[0116] It should be noted that in order to improve the weighing accuracy of the electronic floor scale, the electronic floor scale is calibrated in turn with preset standard weights at intervals of a preset first time period, the calibration error of the electronic floor scale is the absolute value of the weight of the standard weight weighed by the electronic floor scale minus the weight value of the corresponding standard weight, and the preset second time period is greater than the preset first time period; further, when the calibration error of the electronic floor scale is greater than the preset second error threshold, the electronic floor scale is calibrated, and a second calibration is performed after the calibration, if the calibration error of the second calibration is greater than the preset first error threshold, the corresponding electronic floor scale will be marked, and the preset second error threshold is greater than the preset first error threshold.

[0117] Figure 2 A block diagram of an AI intelligent weighing system for recycled copper according to the present invention is shown.

[0118] like Figure 2 As shown, the second aspect of the present invention provides a recycled copper AI intelligent weighing system 2, including a memory 21 and a processor 22, wherein the memory stores a recycled copper AI intelligent weighing method program, and when the recycled copper AI intelligent weighing method program is executed by the processor, the following steps are implemented:

[0119] Obtain information on transport equipment carrying recycled copper;

[0120] According to the information of the transport equipment loaded with recycled copper, the position of the corresponding transport equipment is obtained, and it is determined whether the position of the corresponding transport equipment is within the preset first electronic weighing range. If so, the weight value is extracted and recorded as the first weight value;

[0121] Unloading the recycled copper to obtain a weight value of the transport equipment after the unloading is complete, which is recorded as a second weight value;

[0122] Subtract the second weight value from the first weight value to obtain the total weight value of the recycled copper transported this time;

[0123] The total weight value of the recycled copper transported this time and the corresponding transportation equipment information are sent to the preset management terminal for storage.

[0124] According to an embodiment of the present invention, it also includes:

[0125] When the recycled copper is unloaded, the elements contained in the corresponding recycled copper and the content values ​​of the corresponding elements are obtained based on the preset spectrometer;

[0126] Scan the recycled copper based on the preset industrial CT to obtain the corresponding three-dimensional image information of the recycled copper;

[0127] Determine the type of the corresponding recycled copper according to the elements contained in the corresponding recycled copper, the content values ​​of the corresponding elements and the three-dimensional image information of the recycled copper;

[0128] The recycled copper is marked according to the information of the transport equipment carrying the recycled copper and the type of the corresponding recycled copper, and the marked recycled copper is transported to the corresponding classification storage warehouse for storage.

[0129] According to an embodiment of the present invention, it also includes:

[0130] After the unloading is complete, the weight value increased in each classification repository during this unloading is extracted and recorded as the weight value increased in the classification repository;

[0131] Add the weight values ​​of all classification storage bins and obtain a third weight value;

[0132] The third weight value and the total weight value of the recycled copper transported this time are calculated by difference, and the absolute value is taken to obtain a first weight difference;

[0133] If the first weight difference is less than or equal to the preset first weight threshold, the weighing is normal; if the first weight difference is greater than the preset first weight threshold, the weighing is abnormal and the electronic scale verification information is triggered;

[0134] Based on the electronic floor scale verification information, the electronic floor scale is verified in turn by using the preset standard weights, and the electronic floor scale with errors is determined;

[0135] If the electronic scale that made the error is the first electronic scale, the third weight value is set as the total weight value of the recycled copper transported this time;

[0136] If the electronic floor scale that has an error is the electronic floor scale in the classified storage warehouse, the total weight value of the recycled copper transported this time will remain unchanged.

[0137] The present invention discloses an AI intelligent weighing method and system for recycled copper, which realizes full automation of the weighing and metering process of recycled copper and real-time monitoring of the loading and unloading process, improves work operation efficiency, prevents man-made management loopholes and corporate property losses, saves labor costs, and improves the level of corporate information-based collaborative management.

[0138] In the several embodiments provided in the present application, it should be understood that the disclosed devices and methods can be implemented in other ways. The device embodiments described above are only schematic. For example, the division of the units is only a logical function division. There may be other division methods in actual implementation, such as: multiple units or components can be combined, or can be integrated into another system, or some features can be ignored or not executed. In addition, the coupling, direct coupling, or communication connection between the components shown or discussed can be through some interfaces, and the indirect coupling or communication connection of the devices or units can be electrical, mechanical or other forms.

[0139] The units described above as separate components may or may not be physically separated, and the components displayed as units may or may not be physical units; they may be located in one place or distributed on multiple network units; some or all of the units may be selected according to actual needs to achieve the purpose of the present embodiment.

[0140] In addition, all functional units in the embodiments of the present invention may be integrated into one processing unit, or each unit may be separately used as a unit, or two or more units may be integrated into one unit; the above-mentioned integrated units may be implemented in the form of hardware or in the form of hardware plus software functional units.

[0141] A person of ordinary skill in the art can understand that: all or part of the steps of implementing the above method embodiments can be completed by hardware related to program instructions, and the aforementioned program can be stored in a computer-readable storage medium. When the program is executed, it executes the steps of the above method embodiments; and the aforementioned storage medium includes: mobile storage devices, read-only memories (ROM, Read-Only Memory), random access memories (RAM, Random Access Memory), magnetic disks or optical disks, and other media that can store program codes.

[0142] Alternatively, if the above-mentioned integrated unit of the present invention is implemented in the form of a software function module and sold or used as an independent product, it can also be stored in a computer-readable storage medium. Based on this understanding, the technical solution of the embodiment of the present invention can be essentially or partly reflected in the form of a software product that contributes to the prior art. The computer software product is stored in a storage medium and includes several instructions for a computer device (which can be a personal computer, a server, or a network device, etc.) to execute all or part of the methods described in each embodiment of the present invention. The aforementioned storage medium includes: various media that can store program codes, such as mobile storage devices, ROM, RAM, magnetic disks or optical disks.

Claims

1. A recycled copper AI intelligent weighing method, characterized in that: include: Obtain information on transport equipment carrying recycled copper; According to the information of the transport equipment loaded with recycled copper, the position of the corresponding transport equipment is obtained, and it is determined whether the position of the corresponding transport equipment is within the preset first electronic weighing range. If so, the weight value is extracted and recorded as the first weight value; Unloading the recycled copper to obtain a weight value of the transport equipment after the unloading is complete, which is recorded as a second weight value; Subtract the second weight value from the first weight value to obtain the total weight value of the recycled copper transported this time; The total weight value of the recycled copper transported this time and the corresponding transportation equipment information are sent to the preset management terminal for storage.

2. A recycled copper AI intelligent weighing method according to claim 1, characterized in that: Also includes: When the recycled copper is unloaded, the elements contained in the corresponding recycled copper and the content values ​​of the corresponding elements are obtained based on the preset spectrometer; Scan the recycled copper based on the preset industrial CT to obtain the corresponding three-dimensional image information of the recycled copper; Determine the type of the corresponding recycled copper according to the elements contained in the corresponding recycled copper, the content values ​​of the corresponding elements and the three-dimensional image information of the recycled copper; The recycled copper is marked according to the information of the transport equipment carrying the recycled copper and the type of the corresponding recycled copper, and the marked recycled copper is transported to the corresponding classification storage warehouse for storage.

3. A recycled copper AI intelligent weighing method according to claim 2, characterized in that: Also includes: After the unloading is complete, the weight value increased in each classification repository during this unloading is extracted and recorded as the weight value increased in the classification repository; Add the weight values ​​of all classification storage bins and obtain a third weight value; The third weight value and the total weight value of the recycled copper transported this time are calculated by difference, and the absolute value is taken to obtain a first weight difference; If the first weight difference is less than or equal to the preset first weight threshold, the weighing is normal; If the first weight difference is greater than the preset first weight threshold, the weighing is abnormal and the electronic scale verification information is triggered; Based on the electronic floor scale verification information, the electronic floor scale is verified in turn by using the preset standard weights, and the electronic floor scale with errors is determined; If the electronic scale that made the error is the first electronic scale, the third weight value is set as the total weight value of the recycled copper transported this time; If the electronic floor scale that has an error is the electronic floor scale in the classified storage warehouse, the total weight value of the recycled copper transported this time will remain unchanged.

4. A recycled copper AI intelligent weighing method according to claim 3, characterized in that: Also includes: When the weighing is normal, all classification storage bins are traversed to obtain the weight values ​​of different types of recycled copper in the transportation equipment; Multiply the weight of different types of recycled copper by the preset unit price of the corresponding type, and then add them up to get the cost value of this transportation; The cost value of this transportation is associated with the transportation equipment information and sent to the preset server for storage.

5. The AI ​​intelligent weighing method for recycled copper according to claim 2 is characterized in that: The step of determining the type of the corresponding recycled copper specifically includes: Extracting the copper element and the content value of the corresponding copper element in the corresponding recycled copper, and determining the initial classification type of the corresponding recycled copper based on the preset range interval within which the content value of the copper element falls; Extracting image features and corresponding image feature values ​​from three-dimensional image information of recycled copper; Normalizing the image eigenvalues ​​to obtain normalized eigenvalues ​​of the image; Multiplying the normalized feature value of the image by the evaluation weight coefficient of the corresponding image feature to obtain the evaluation value of the corresponding image feature; The evaluation values ​​of all image features are accumulated to obtain the total evaluation value of the corresponding recycled copper; Determine the evaluation grade of the corresponding recycled copper based on the preset evaluation value range within which the total evaluation value of the recycled copper falls; The corresponding type of recycled copper is determined based on the initial classification type and assessment level of the recycled copper.

6. The AI ​​intelligent weighing method for recycled copper according to claim 1 is characterized in that: Also includes: Based on the preset camera equipment, obtain the monitoring data information of the recycled copper during the unloading and weighing process; The monitoring data information of the recycled copper during the unloading and weighing process is associated with the total weight value of the recycled copper transported this time and stored.

7. The AI ​​intelligent weighing method for recycled copper according to claim 1 is characterized in that: Also includes: Based on a preset first time period, the preset standard weights are used to calibrate the electronic floor scale in sequence to obtain a calibration error of the electronic floor scale; If the calibration error of the electronic platform scale is greater than the preset first error threshold, the corresponding electronic platform scale will be marked as an error once; Obtaining the total number of times that the same electronic floor scale is marked as an error within a preset second time period; If the total number of times the same electronic weighbridge is marked as an error within the preset second time period is greater than the preset number threshold, the corresponding electronic weighbridge will be marked; Clear the marked electronic floor scale.

8. A recycled copper AI intelligent weighing system, characterized in that: The invention comprises a memory and a processor, wherein a recycled copper AI intelligent weighing method program is stored in the memory, and the recycled copper AI intelligent weighing method program is executed by the processor to implement the following steps: Obtain information about transport equipment carrying recycled copper; According to the information of the transport equipment loaded with recycled copper, the position of the corresponding transport equipment is obtained, and it is determined whether the position of the corresponding transport equipment is within the preset first electronic weighing range. If so, the weight value is extracted and recorded as the first weight value; Unloading the recycled copper to obtain a weight value of the transport equipment after the unloading is complete, which is recorded as a second weight value; Subtract the second weight value from the first weight value to obtain the total weight value of the recycled copper transported this time; The total weight value of the recycled copper transported this time and the corresponding transportation equipment information are sent to the preset management terminal for storage.

9. The AI ​​intelligent weighing system for recycled copper according to claim 8 is characterized in that: Also includes: When the recycled copper is unloaded, the elements contained in the corresponding recycled copper and the content values ​​of the corresponding elements are obtained based on the preset spectrometer; Scan the recycled copper based on the preset industrial CT to obtain the corresponding three-dimensional image information of the recycled copper; Determine the type of the corresponding recycled copper according to the elements contained in the corresponding recycled copper, the content values ​​of the corresponding elements and the three-dimensional image information of the recycled copper; The recycled copper is marked according to the information of the transport equipment carrying the recycled copper and the type of the corresponding recycled copper, and the marked recycled copper is transported to the corresponding classification storage warehouse for storage.

10. A recycled copper AI intelligent weighing system according to claim 9, characterized in that: Also includes: After the unloading is complete, the weight value increased in each classification repository during this unloading is extracted and recorded as the weight value increased in the classification repository; Add the weight values ​​of all classification storage bins and obtain a third weight value; The third weight value and the total weight value of the recycled copper transported this time are calculated by difference, and the absolute value is taken to obtain a first weight difference; If the first weight difference is less than or equal to the preset first weight threshold, the weighing is normal; If the first weight difference is greater than the preset first weight threshold, the weighing is abnormal and the electronic scale verification information is triggered; Based on the electronic floor scale verification information, the electronic floor scale is verified in turn by using the preset standard weights, and the electronic floor scale with errors is determined; If the electronic scale that made the error is the first electronic scale, the third weight value is set as the total weight value of the recycled copper transported this time; If the electronic floor scale that has an error is the electronic floor scale in the classified storage warehouse, the total weight value of the recycled copper transported this time will remain unchanged.

Citation Information

Cited By

  • Automatic weighing method, device and equipment for steel coil and medium

    CN120313712A