A digital jewelry inventory control system

Abstract

The present application provides a digital jewelry inventory control system, comprising an inventory library, an inventory data acquisition module, a review module, an adjustment factor module, and a screening module. The inventory library includes storage space and an environmental system, and the environmental system includes environmental factors. The inventory data acquisition module can acquire the number and characteristics of items in the inventory library through data acquisition equipment. The review module determines whether to conduct a review inventory based on the number and characteristics of items acquired by the inventory data acquisition module. The adjustment factor module can obtain the environmental factors to be adjusted by associating the characteristics of the items with the environmental factors. The screening module can filter out the reasons for review from the environmental factors using the characteristics acquired again after adjusting the environmental factors. This application is applicable to the field of jewelry inventory management and can comprehensively provide data collection and environmental control, thereby improving the accuracy of jewelry inventory data.

Description

Technical Field

[0001] The present application relates to the field of jewelry inventory management, and in particular to a digital jewelry inventory control system. Background Art

[0002] With the advancement of digital technology, jewelry storage and inventory management systems are integrating RFID (Radio Frequency Identification) and intelligent cameras. This technology enables integrated digital management of warehousing, storage, delivery, maintenance, and after-sales service. RFID technology uses radio waves to automatically identify targets and acquire data. RFID tags are attached to jewelry and scanned by handheld or fixed devices, enabling inventory management at a speed of 50 pieces per second. Furthermore, during inventory management, high-definition cameras capture images of jewelry, which are then analyzed and recognized using artificial intelligence (AI) technology. This allows for accurate identification of jewelry styles, colors, and other characteristics, enabling automated data collection on inventory characteristics. This technology enables integrated management of inventory management, including purchase, sales, and inventory. However, the overall data processing process is characterized by large data volumes and the use of numerous devices, leading to increasingly stringent requirements for data accuracy. To achieve intelligent and automated data analysis, timely review of issues identified during data inventory and preliminary screening of their causes are essential. However, current data review and screening processes often rely on manual analysis or linear, basic, and rigid classification methods, resulting in high error rates and low efficiency. Summary of the Invention

[0003] The following description is intended to disclose the present invention so that those skilled in the art can implement the present invention. The preferred embodiments described below are for illustrative purposes only, and those skilled in the art will readily appreciate other obvious variations. The basic principles of the present invention defined in the following description may be applied to other embodiments, variations, improvements, equivalents, and other technical solutions that do not depart from the spirit and scope of the present invention.

[0004] In order to solve the technical problem, the present application provides a digital jewelry inventory control system, including an inventory library, an inventory data acquisition module, a review module, an adjustment factor module and a screening module;

[0005] The inventory library includes a storage space and an environmental system, wherein the storage space is used to store jewelry; the environmental system includes environmental factors, and the environmental system can improve the storage environment of the storage space by adjusting the environmental factors;

[0006] The inventory data acquisition module can acquire the number and characteristics of the inventory items in the inventory warehouse through the data acquisition device;

[0007] The review module determines whether to conduct a review inventory based on the number and characteristics of the inventory items obtained by the inventory data collection module;

[0008] The adjustment factor module can obtain the environmental factors to be adjusted by associating the characteristics of the inventory with the environmental factors during the inventory review, and adjust the environmental factors in sequence according to a certain order;

[0009] The screening module can screen and review the causes in the environmental factors by adjusting the features obtained again.

[0010] The environmental factors include temperature, humidity, cleanliness and sealing.

[0011] The data acquisition device includes an RFID device for acquiring the number and location characteristics of inventory items and an image acquisition device for acquiring appearance characteristics.

[0012] The RFID device includes a tag and an antenna. The tag is attached to the jewelry in stock, and the antenna is evenly arranged in the storage space of the inventory warehouse.

[0013] The inventory data collection module is set to obtain the inventory number k of the inventory item BW, and the inventory item BW = [BW1, BW2, BW3, ..., BW k ], where the pth inventory BW p m features BEP, BEP=[BEP1,BEP2,BEP3,…,BEP m ], where the qth feature is BEP q ;

[0014] The review module can be based on the feature BEP q Risk level H q , and get the risk level H q The corresponding risk parameter is γ q , where 1≤γ q ≤2; obtain inventory BW by calculation p Verification degree FB p and the verification degree FB of inventory library B, according to the verification threshold F0 of inventory library B;

[0015] When FB≥F0, the review module determines that the inventory items in inventory warehouse B need to be reviewed.

[0016] Among them, inventory BW p Degree of review Verification degree of inventory warehouse B

[0017]

[0018] Among them, when reviewing the inventory in warehouse B, set the characteristic BEP q There are d environmental factors GQ associated with GQ, GQ = [GQ1, GQ2, GQ3, ..., GQ d ], where the rth environmental factor GQ r With characteristic BEP q The correlation degree is V q ;

[0019] The adjustment factor module can obtain the environmental factor GQ r Associated to inventory BW p The number of m characteristics BEP Rnum, get the environmental factor GQ r The characteristic distribution ω r =Rnum / m;

[0020] Thus, the environmental factor GQ of inventory library B is obtained r Adjusted score

[0021] Set the environmental factor GQ r The adjustment threshold is FG0;

[0022] When FG r ≥FG0, the environmental factor GQ r Enter the adjustment list RL as an adjustment factor, arrange the adjustment list RL in descending order according to the adjustment score, and adjust the environmental factors in sequence according to the list order.

[0023] Among them, in the first adjustment time TR1, GQ r Make adjustments and set the adjustment factor GQ r The basic adjustment range M0 is obtained by GQ r The first adjustment range M r ;

[0024] Among them, e is a natural constant;

[0025] With the first adjustment range M r Adjustment factor GQ in adjustment list RL r Adjust and get GQ again at the second adjustment time TR2 r Adjusted score FG r ';

[0026] When FG r '≤FG0, the screening module will be environmental factors GQ r If it is judged as a review reason, the next adjustment factor in the adjustment list RL is adjusted;

[0027] FG r'≥FG r When the screening module determines the environmental factor GQ r The adjustment is not related to this review and other intervention measures are recommended.

[0028] When FG r >FG r '>FG0, get the second adjustment range

[0029]

[0030] With the second adjustment range M r 'To GQ r Adjust and get GQ again at the third adjustment time TR3 r Adjusted score FG r ”;

[0031] When FG r ”<FG0, the screening module will be environmental factors GQ r If it is judged as a review reason, the next adjustment factor in the adjustment list RL is adjusted;

[0032] When FG r '≥FG0, the screening module determines the environmental factor GQ r The adjustment is not related to this review and other intervention measures are recommended.

[0033] The beneficial effects achieved by this application are as follows:

[0034] This application can promptly review inventory data and conduct further targeted analysis of the reviewed data in real time, conducting comprehensive and accurate data collection and environmental control, strengthening supervision and review, and greatly improving the accuracy of jewelry inventory data. This application can also optimize the early screening of the causes of review issues, providing a data foundation for subsequent big data management. In specific applications, this application system can be integrated into the entire automated inventory, sales, and after-sales automation system, providing accurate basic data for other intelligent functional modules, helping to formulate detailed inventory plans, and helping companies better manage inventory, reduce losses, and improve customer satisfaction. BRIEF DESCRIPTION OF THE DRAWINGS

[0035] In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the following briefly introduces the drawings required for use in the embodiments or the description of the prior art. Obviously, the drawings described below are only some embodiments recorded in this application. For those skilled in the art, other drawings can also be obtained based on these drawings.

[0036] Figure 1This is a flowchart of the inventory steps of the digital jewelry inventory control system in this application. DETAILED DESCRIPTION

[0037] The following is a clear and complete description of the technical solutions in the embodiments of the present application in conjunction with the drawings in the embodiments of the present application. Obviously, the embodiments described are part of the embodiments of the present application, not all of the embodiments. Based on the embodiments in the present application, all other embodiments obtained by those skilled in the art without making creative efforts are within the scope of protection of the present application. It should be noted that the terms "first", "second", etc. in the description and claims of the present application and the above-mentioned drawings are used to distinguish similar objects and are not necessarily used to describe a specific order or sequence. It should be understood that the numbers used in this way are interchangeable where appropriate so that the embodiments of the present application described herein can be implemented in an order other than those illustrated or described herein. In addition, the terms "including" and "having" and any variations thereof are intended to cover non-exclusive inclusions. For example, a process, method, system, product or device that includes a series of steps or units is not necessarily limited to those steps or units clearly listed, but may include other steps or units that are not clearly listed or inherent to these processes, methods, products or devices.

[0038] The present application provides a digital jewelry inventory control system for realizing automated inventory and adjustment control of three inventory warehouses. The digital jewelry inventory control system includes inventory equipment, characteristic equipment, and environmental equipment. The inventory equipment generally uses RFID technology, attaching RFID tags to each piece of jewelry and scanning them using an RFID reader / writer. During inventory, the number and location of the jewelry can be obtained in real time.

[0039] In addition, environmental equipment is used to ensure the internal environment of the inventory warehouse. The environmental factors that can be adjusted by environmental equipment include temperature, humidity, cleanliness, sealing, etc.

[0040] RFID (Radio Frequency Identification) enables contactless automated inventory and data exchange through radio frequency. RFID consists of a tag and an antenna. The tag, composed of a coupling element and a chip, has a unique electronic code and is attached to the target object. The antenna reads the tag information, emitting radio waves of a specific frequency to the tag, which drives the tag's circuitry to transmit the data. RFID enables rapid, penetrating scanning, requiring a well-designed antenna layout within the inventory warehouse to ensure uniform coverage.

[0041] Through RFID equipment, the number of jewelry items in the inventory warehouse and their storage location characteristics can be accurately obtained.

[0042] At the same time, by collecting the appearance characteristics of the stored jewelry through image acquisition equipment such as cameras and infrared sensors, the wear, deformation, glossiness and other characteristics of the stored jewelry can be obtained.

[0043] Specifically, in one embodiment, inventory is taken of the inventory items BW in the inventory library B to obtain the inventory count and inventory characteristics of the inventory items, wherein the inventory count of the inventory item BW is k, BW=[BW1, BW2, BW3, ..., BW k ], where the pth inventory BW p Including m types of features BEP, BEP = [BEP1, BEP2, BEP3, ..., BEP m ], where the qth feature is BEP q ;

[0044] The features include location features acquired by RFID equipment and appearance features acquired by image acquisition equipment;

[0045] Get inventory BW based on characteristics p Characteristics of BEP q Risk level H q , set the risk level H q The corresponding risk parameter is γ q , 1≤γ q ≤2;

[0046] Get inventory BW by calculation p Verification degree FB p and the review degree FB of inventory library B;

[0047] Specifically, in this embodiment, the inventory BW p Degree of review

[0048] Verification degree of inventory warehouse B

[0049] Set the review threshold F0 for inventory warehouse B;

[0050] When FB<F0, it is determined that no review is required and this step ends;

[0051] When FB≥F0, it is necessary to review the inventory items in inventory warehouse B and filter the review reasons. The specific steps are as follows:

[0052] Setting Feature BEP q There are d environmental factors GQ associated with GQ, GQ = [GQ1, GQ2, GQ3, ..., GQ d ], set the rth environmental factor GQ r With characteristic BEP q The correlation degree is V q ;

[0053] Get the rth environmental factor GQ applied to inventory library B r Adjusted score FG r ;

[0054] Obtained in this inventory, environmental factor GQ r Associated to inventory BW p The number of m characteristic BEPs Rnum;

[0055] Get environmental factor GQ r The characteristic distribution ω r =Rnum / m

[0056] Specifically, in one embodiment,

[0057] Set the rth environmental factor GQ r The adjustment threshold is FG0;

[0058] When FG r ≥FG0, the environmental factor GQ r Enter the adjustment list RL as an adjustment factor, and arrange the adjustment list RL in descending order according to the adjustment risk score;

[0059] Set the adjustment list RL to include c1 adjustment factors, and adjust the environmental factors of inventory library B in the order of the adjustment list RL.

[0060] The specific adjustment methods are:

[0061] Set the adjustment factor GQ r The basic adjustment range M0;

[0062] At the first adjustment time TR1 is used to adjust GQ r Adjustments were made, according to GQ r The basic adjustment range M0 is obtained by GQ r The first adjustment range M r ;

[0063] Specifically, in this embodiment, Among them, e is a natural constant;

[0064] With the first adjustment range M r Adjustment factor GQ in adjustment list RL r Adjust and get GQ again at the second adjustment time TR2 r Adjusted score FG r ';

[0065] When FG r '≤FG0, judge the environmental factor GQr To review the reason, record the review reason and adjust the next adjustment factor in the adjustment list RL. r When it is the final adjustment factor for the ranking, the review step ends;

[0066] FG r '≥FG r When the environmental factor GQ r The adjustment is invalid for this review, and a message alert is issued to relevant personnel, suggesting the implementation of other intervention measures.

[0067] When FG r >FG r '>FG0, get the second adjustment range

[0068]

[0069] With the second adjustment range M r 'To GQ r Adjust and get GQ again at the third adjustment time TR3 r Adjusted score FG r ”;

[0070] When FG r ”<FG0, judge the environmental factor GQ r To review the reason, record the review reason and adjust the next adjustment factor in the adjustment list RL. r When it is the final adjustment factor for the ranking, the review step ends;

[0071] FG r '≥FG0, judge the environmental factor GQ r The adjustment is invalid for this review, and a message alert is issued to relevant personnel, suggesting the implementation of other intervention measures.

[0072] In one embodiment, the feature QAB is obtained i The risk level method is:

[0073] Set up the jewelry A to establish the initial portrait PA0, and use the initial portrait PA0 as the evaluation basis of jewelry A, where the initial portrait PA0 includes n features QA, QA = [QA1, QA2, QA3, ..., QA n ], where the i-th feature is QA i , QA i The feature weight is ω i , wherein the feature QA is normalized to obtain the quantitative value of the feature of jewelry A, thereby obtaining the i-th feature QA i The initial eigenvalue W i0, and then according to the i-th feature QA i The feature weight ω i , we can get the portrait score U0 of the initial portrait PA0. Specifically, Wherein, μ is the adjustment coefficient (0.6≤μ≤1);

[0074] According to the material and craftsmanship of jewelry A, set the image period of jewelry A to △T0;

[0075] According to the texture, grade and detection cycle of jewelry A, set the feature difference threshold △W i0 , portrait change threshold E0;

[0076] The feature acquisition module is set at the first monitoring time T1 after a portrait cycle △T0, and obtains the first portrait PA1 of jewelry A, wherein the i-th feature QA is obtained i The characteristic value W at the first monitoring time T1 i1 , and the image score of the first image PA1 of jewelry A

[0077] The portrait risk module is based on the i-th feature QA i The characteristic value W at the first monitoring time T1 i1 and the i-th feature QA i The initial eigenvalue W i0 , get the characteristic difference △W in the first image period i1 =W i1 -W i0 ;

[0078] When △W i1 ≥△W i0 When QA represents the i-th feature of jewelry A i In the first profiling cycle, a risk is generated and the i-th feature QA i As the risk feature of the first portrait period, its feature value W i1 The monitoring time T1 is recorded in the risk feature list AF of jewelry A;

[0079] Among them, when U1≥U0, that is, when the image score U1 of the first image PA1 meets the standard, jewelry A is judged to be a weak risk;

[0080] Among them, when U1<U0, that is, when the portrait score U1 of the first portrait PA1 does not meet the standard, according to the risk feature QA i The characteristic difference △W in the first image period i1 , get the portrait change trend in the first portrait cycle

[0081] When E1≥E0, jewelry A is judged to be high risk;

[0082] When E1<E0, jewelry A is judged to be of low risk.

[0083] In this application, through the above judgment steps, the risk levels of the jewelry in the inventory warehouse are set to strong risk, weak risk and no risk, and corresponding risk parameters are set to perform inventory of corresponding characteristics.

[0084] Furthermore, the present invention also provides a computer-readable storage medium, wherein the computer-readable storage medium includes a stored program, wherein the method described in the above method embodiment is executed when the program is run.

[0085] Furthermore, the present invention also provides an electronic device, including a memory and a processor, wherein the memory stores a computer program, and the processor is configured to execute the method described in the above method embodiment through the computer program.

[0086] Furthermore, it should be understood that since the configuration of each module is merely for the purpose of illustrating the functional units of the apparatus of the present invention, the physical devices corresponding to these modules may be the processor itself, or a portion of the software in the processor, a portion of the hardware, or a combination of software and hardware. Therefore, the number of modules in the figure is merely illustrative.

[0087] It will be understood by those skilled in the art that all or part of the processes in the methods for implementing the above embodiments of the present invention may also be accomplished by instructing related hardware through a computer program, and the computer program may be stored in a computer-readable storage medium. When the computer program is executed by a processor, the steps of each of the above method embodiments may be implemented. The computer program includes computer program code, which may be in source code form, object code form, executable file, or some intermediate form. The computer-readable storage medium may include any entity or device, medium, USB flash drive, mobile hard disk, magnetic disk, optical disk, computer memory, read-only memory, random access memory, electric carrier signal, telecommunication signal, and software distribution medium, etc., which may carry the computer program code.

[0088] The computer device may be a terminal, comprising a processor, a memory, a communication interface, a display screen and an input device connected via a system bus. The processor of the computer device is used to provide computing and control capabilities. The memory of the computer device comprises a non-volatile storage medium and an internal memory. The non-volatile storage medium stores an operating system and a computer program. The internal memory provides an environment for the operation of the operating system and the computer program in the non-volatile storage medium. The communication interface of the computer device is implemented by a network, NFC (near field communication) or other technologies. The display screen of the computer device may be a liquid crystal display or an electronic ink display screen, and the input device of the computer device may be a touch layer covering the display screen, or a button, trackball or touchpad provided on the housing of the computer device, or an external keyboard, touchpad or mouse.

[0089] Those skilled in the art will understand that the various modules in the device can be adaptively split or merged, and such splitting or merging of specific modules will not cause the technical solution to deviate from the principles of the present invention. Therefore, the technical solutions after splitting or merging will fall within the scope of protection of the present invention.

Claims

1. A digital jewelry inventory control system, characterized in that: It includes inventory library, inventory data collection module, review module, adjustment factor module and screening module; The inventory warehouse includes a storage space and an environmental system, wherein the storage space is used to store jewelry; the environmental system includes environmental factors, and the environmental system can improve the storage environment of the storage space by adjusting the environmental factors; the inventory data acquisition module can obtain the number and characteristics of the inventory items in the inventory warehouse through data acquisition equipment; the review module determines whether to conduct a review inventory based on the number and characteristics of the inventory items obtained by the inventory data acquisition module; the adjustment factor module can obtain the environmental factors to be adjusted by associating the characteristics of the inventory items with the environmental factors during the review inventory, and adjust the environmental factors in sequence according to a certain order; the screening module can screen the reasons for the review from the environmental factors based on the characteristics obtained again after adjusting the environmental factors; Among them, the inventory data collection module is set to obtain the inventory number k of the inventory item BW, and the inventory item BW=[ BW1, BW2, BW3, ..., BW k ], where the pth inventory BW p m features BEP, BEP=[BEP1, BEP2, BEP3,…, BEP m ], where the qth feature is BEP q ; The review module can be based on the feature BEP q Risk level H q , and get the risk level H q The corresponding risk parameter is γ q , where 1≤γ q ≤2; Get inventory BW by calculation p Verification degree FB p and the verification degree FB of inventory library B, according to the verification threshold F0 of inventory library B; When FB≥F0, the review module determines that the inventory in inventory warehouse B needs to be reviewed; When reviewing the inventory in warehouse B, set the characteristic BEP q There are d environmental factors GQ associated with GQ, GQ=[GQ1, GQ2, GQ3,…, GQ d ], where the rth environmental factor GQ r With characteristic BEP q The correlation degree is V q ; The adjustment factor module can obtain the environmental factor GQ r Associated to inventory BW p The number of m characteristics BEP Rnum, get the environmental factor GQ r The characteristic distribution ω r =Rnum / m; Thus, the environmental factor GQ of inventory library B is obtained r Adjusted score ; Set the environmental factor GQ r The adjustment threshold is FG0; When FG r ≥FG0, the environmental factor GQ r Enter the adjustment list RL as an adjustment factor, arrange the adjustment list RL in descending order according to the adjustment score, and adjust the environmental factors in sequence according to the list order.

2. The digital jewelry inventory control system according to claim 1, characterized in that: The environmental factors include temperature, humidity, cleanliness and sealing.

3. The digital jewelry inventory control system according to claim 1, characterized in that: The data acquisition device includes an RFID device for acquiring the number and location characteristics of inventory items and an image acquisition device for acquiring appearance characteristics.

4. The digital jewelry inventory control system according to claim 3, characterized in that: The RFID device includes a tag and an antenna, wherein the tag is attached to the stored jewelry, and the antenna is evenly arranged in the storage space of the inventory library.

5. The digital jewelry inventory control system according to claim 1, characterized in that: Deposit BW p Degree of review ; Review degree of inventory warehouse B .

6. The digital jewelry inventory control system according to claim 1, characterized in that: At the first adjustment time TR1 is used to adjust GQ r Make adjustments and set the adjustment factor GQ r The basic adjustment range M0 is obtained by GQ r The first adjustment range M r ; , where e is a natural constant; With the first adjustment range M r Adjustment factor GQ in adjustment list RL r Adjust and get GQ again at the second adjustment time TR2 r Adjusted score FG r ' ; When FG r '≤FG0, the screening module will adjust the factor GQ r If it is judged as a review reason, the next adjustment factor in the adjustment list RL is adjusted; FG r '≥FG r When the screening module determines the adjustment factor GQ r The adjustment is not related to this review, and other intervention measures are recommended; When FG r >FG r '>FG0, get the second adjustment range ; With the second adjustment range M r 'To GQ r Adjust and get GQ again at the third adjustment time TR3 r Adjusted score FG r ” ; When FG r ” <FG0, the screening module will adjust the factor GQ r If it is judged as a review reason, the next adjustment factor in the adjustment list RL is adjusted; When FG r '≥FG0, the screening module determines the adjustment factor GQ r The adjustment is not related to this review and other intervention measures are recommended.

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