Equipment information management method and system
By setting up an equipment information management system in the laboratory, and automatically monitoring the test reagent margin using image acquisition and RFID technology, the problems of low efficiency and prone to errors in the existing technology are solved, and efficient and accurate equipment management is achieved.
Patent Information
- Application Number
- CN202411534859.0
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2024-10-31
- Publication Date
- 2025-02-14
AI Technical Summary
In the prior art, the equipment management method of manually adding reagents with insufficient margins is low in efficiency and easy to cause human errors.
Provides an equipment information management system, including an image acquisition module, an RFID base station module and a data processing module, and collects the reagent liquid level images inside the container through the image acquisition unit, combines the RFID tag array to obtain the reagent attribute information of the container, and calculates the reagent margin. And output early warning information through the early warning module.
It realizes automatic monitoring and management of reagent margins, improves the efficiency of laboratory equipment management, avoids the occurrence of human errors, and meets the development requirements of an intelligent, efficient and accurate laboratory management system.
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Figure CN119443758A_ABST
Abstract
Description
Technical Field
[0001] The present invention relates to the technical field of laboratory equipment management, and in particular to an equipment information management method and system. Background Art
[0002] With the gradual increase in the number of scientific researchers and the gradual implementation of the laboratory sharing model in recent years, the difficulty of laboratory personnel management, drug management, equipment management and safety management has increased significantly.
[0003] Taking equipment management as an example, laboratory equipment includes containers for holding experimental reagents. The current laboratory control processes and methods generally require staff to regularly inspect the laboratory to check the remaining reagents in the containers, and then add insufficient reagents to make the reagent inventory in the containers meet the standards to meet the needs of the next experimental user.
[0004] However, the existing equipment management method of regularly inspecting the laboratory manually and then adding insufficient reagents based on the inspection results still requires a lot of manpower, is prone to human errors and confusion, such as reagent replenishment errors, and has relatively low work efficiency. On the other hand, it does not meet the current development requirements of building an intelligent, efficient and accurate laboratory management system. Summary of the invention
[0005] Based on this, the purpose of the present invention is to provide an equipment information management method and system to solve the technical problems of low efficiency and easy replenishment errors in the existing equipment management method of regularly manually inspecting the laboratory and then manually adding insufficient reagents according to the inspection results.
[0006] On one hand, the present invention provides an equipment information management system, which is applied to the container management of a laboratory. The system includes an image acquisition module, an RFID base station module, and a data processing module respectively connected to the image acquisition module and the RFID base station module. The image acquisition module includes a plurality of image acquisition units. The RFID base station module includes a plurality of position marking and identification units. Each position marking and identification unit includes an RFID identifier and an RFID tag array. The RFID tag array includes a plurality of RFID tags. The laboratory includes a plurality of experimental tables. Each experimental table is provided with at least one container placement area and at least one operation area. The container placement area is used to store containers. Each container placement area corresponds to an image acquisition unit and a position marking and identification unit. Each RFID tag pre-stores reagent attribute information of the reagent stored in the corresponding container. The image acquisition unit is used to acquire a reagent liquid level image inside the container to locate the remaining capacity of the reagent, and the RFID tag array is used to locate the container leaving / returning to the instrument placement area.
[0007] The experimental table is provided with a circumferential support and a top support, the top support is provided above the container placement area, the image acquisition unit is fixedly provided on the circumferential support to identify the containers stored in the container placement area, the RFID identifier is fixedly provided on the top support, the RFID tag array is fixedly provided at the bottom of the container placement area and is provided corresponding to the RFID identifier;
[0008] The system also includes an early warning module, which is connected to the data processing module to realize the early warning function.
[0009] Another aspect of the present invention provides a device information management method, which is applied to the above-mentioned device information management system, and is specifically applied to the data processing module. The method includes:
[0010] Acquire a reagent liquid level image of the container, and acquire the reagent liquid level height of the current container according to the reagent liquid level image, so as to calculate the reagent remaining amount of the current container according to the reagent liquid level height;
[0011] Determine whether the reagent residual quantity meets the residual quantity threshold;
[0012] If it does not meet the requirements, an early warning message will be output to achieve a warning of the remaining reagent amount.
[0013] In addition, the device information management method according to the present invention may also have the following additional technical features:
[0014] Furthermore, the container bottom shapes recognized by the system include regular shapes and irregular shapes, wherein the regular shapes include round and square, and the irregular shapes are shapes other than regular shapes, and the irregular shapes include container bottom shapes with wavy edges;
[0015] The step of calculating the reagent remaining amount in the current container according to the reagent liquid level includes:
[0016] According to the RFID identifier, an area in the container placement area where the RFID tag is not identified is obtained to use the area as an area required for container storage;
[0017] The required area for container storage is calculated based on the required area for container storage, and the area is the cross-sectional area of the container. The remaining amount of reagent in the current container is calculated based on the cross-sectional area of the container and the reagent liquid level.
[0018] Furthermore, the step of calculating the required area for container storage according to the required area for container storage includes:
[0019] Obtaining the area required for container storage and determining the actual area outline of the area required for container storage;
[0020] Determining whether the area required for storing the container is a regular area according to the actual area contour;
[0021] If not, the contour inflection point of the actual area contour is identified, and two adjacent contour inflection points are sequentially connected to obtain multiple contour segments. The multiple contour segments are connected end to end to construct a closed virtual area contour, and the required area for container storage is calculated based on the virtual area contour.
[0022] Furthermore, the step of calculating the area required for storing the container according to the virtual area outline includes:
[0023] Obtaining the geometric center of the virtual area contour, and connecting the contour inflection points respectively to divide the virtual area contour into a plurality of triangles;
[0024] The area of each triangle is calculated separately to obtain the areas of multiple triangles, and the areas of each triangle are superimposed to obtain the area of the virtual area outline. The area of the virtual area outline is the area required for storing the container.
[0025] Furthermore, before the step of calculating the required area for storing containers according to the virtual area contour, the method further includes: obtaining a spacing value between the contour segment and the actual area contour;
[0026] Determine whether the spacing value is greater than the preset value;
[0027] If yes, then obtain the contour segment corresponding to the spacing value greater than the preset value as the target contour segment, and obtain the corresponding target contour curve in the actual area contour according to the target contour segment;
[0028] Identify the inflection points of the target contour curve, and connect them with two adjacent contour inflection points to obtain multiple contour segments. The multiple contour segments are connected end to end to construct a closed virtual area contour, and return to execute the step of obtaining the spacing value between the contour segment and the actual area contour. When the spacing value is not greater than a preset value, calculate the area required for container storage according to the virtual area contour.
[0029] Furthermore, in the step of identifying the curve inflection point of the target contour curve and connecting it with two adjacent contour inflection points to obtain multiple contour segments:
[0030] If the target contour curve has multiple curve inflection points, the curve inflection points are connected in sequence to obtain a closed virtual area contour.
[0031] The above-mentioned equipment information management method and system, by setting a data processing module and an image acquisition module, an RFID base station module and an early warning module respectively connected to the data processing module, construct an equipment information management system for automatically monitoring the reagent surplus, improving management efficiency, and avoiding the equipment management method of manually adding insufficient reagents through regular manual inspection of the laboratory according to the inspection results; specifically, the image acquisition module includes a plurality of image acquisition units, the RFID base station module includes a plurality of position marking and identification units, each position marking and identification unit includes an RFID identifier and an RFID tag array, and the RFID tag array includes a plurality of RFID tags; the image acquisition unit is used to collect the reagent liquid level image inside the container to locate the remaining capacity of the reagent, and the RFID tag array is used to locate the container leaving / returning the instrument placement area; further, the equipment information management method includes obtaining the reagent liquid level image of the container, obtaining the reagent liquid level height of the current container according to the reagent liquid level image, and calculating the reagent surplus of the current container according to the reagent liquid level height; judging whether the reagent surplus meets the surplus threshold; if not, outputting early warning information to realize the reagent surplus early warning. Then, automatic management of the equipment is realized, and management efficiency is improved. BRIEF DESCRIPTION OF THE DRAWINGS
[0032] Figure 1 is a flow chart of a device information management method in a first embodiment of the present invention;
[0033] The following specific implementation manner will further illustrate the present invention in conjunction with the above-mentioned drawings. DETAILED DESCRIPTION
[0034] In order to facilitate the understanding of the present invention, the present invention will be described more fully below with reference to the relevant drawings. Several embodiments of the present invention are given in the drawings. However, the present invention can be implemented in many different forms and is not limited to the embodiments described herein. On the contrary, the purpose of providing these embodiments is to make the disclosure of the present invention more thorough and comprehensive.
[0035] Unless otherwise defined, all technical and scientific terms used herein have the same meaning as those commonly understood by those skilled in the art of the present invention. The terms used herein in the specification of the present invention are only for the purpose of describing specific embodiments and are not intended to limit the present invention. The term "and / or" used herein includes any and all combinations of one or more related listed items.
[0036] In order to solve the technical problems of low efficiency and easy replenishment errors in the equipment management mode of the prior art, which is to manually inspect the laboratory on a regular basis and then manually add the insufficient reagents according to the inspection results; the present application provides an equipment information management method and system, which constructs an equipment information management system by setting a data processing module and an image acquisition module, an RFID base station module and an early warning module respectively connected to the data processing module, for automatically monitoring the reagent surplus, thereby improving the management efficiency and avoiding the equipment management mode of manually inspecting the laboratory on a regular basis and then manually adding the insufficient reagents according to the inspection results; specifically, the image acquisition module includes multiple image acquisition units, an RFID base station module and an early warning module respectively connected to the data processing module. The module includes multiple position marking and identification units, each of which includes an RFID identifier and an RFID tag array, and the RFID tag array includes multiple RFID tags; the image acquisition unit is used to acquire the reagent liquid level image inside the container to locate the remaining capacity of the reagent, and the RFID tag array is used to locate the container leaving / returning the instrument placement area; further, the equipment information management method includes obtaining the reagent liquid level image of the container, obtaining the reagent liquid level height of the current container according to the reagent liquid level image, and calculating the reagent remaining amount of the current container according to the reagent liquid level height; judging whether the reagent remaining amount meets the remaining amount threshold; if not, outputting warning information to realize the reagent remaining amount warning. Then, the automatic management of the equipment is realized, and the management efficiency is improved.
[0037] In order to facilitate understanding of the present invention, several embodiments of the present invention are provided below. However, the present invention can be implemented in many different forms and is not limited to the embodiments described herein. On the contrary, the purpose of providing these embodiments is to make the disclosure of the present invention more thorough and comprehensive.
[0038] Embodiment 1
[0039] See also Figure 1 , which is a device information management method in the first embodiment of the present invention, is applied to a device information management system, and is specifically applied to a data processing module in the device information management system. The method includes steps S101 to S103:
[0040] S101 . Acquire a reagent liquid level image of a container, and acquire the reagent liquid level height of the current container according to the reagent liquid level image, so as to calculate the reagent remaining amount of the current container according to the reagent liquid level height.
[0041] The container bottom shapes identified by the system include regular shapes and irregular shapes. Regular shapes include round and square. Irregular shapes are shapes other than regular shapes. Specifically, irregular shapes include container bottom shapes with wavy edges. As a specific example, since the container bottom shape is obtained by identifying the reflected light of the RFID tag through the RFID identifier, and since the RFID tag is generally a circular piece with a certain unit diameter, and the larger the diameter of the RFID tag, the more irregular the container bottom shape is. Affected by this, the container bottom shape curve collected by the system through the image acquisition unit (e.g., camera) is a regular shape in an ideal state, that is, in an ideal state, the contour of the container bottom shape is a regular curve. For example, when the container is a measuring cup, the bottom shape identified by the system in an ideal state is a circle, which belongs to a regular shape; but in the actual process, affected by the randomness of the container placement position, the obtained container bottom shape curve is generally a container bottom shape with a wavy edge, or a container bottom shape with a serrated edge. Therefore, it is necessary to process the irregular container bottom shape to obtain a container bottom shape area with a higher accuracy, thereby improving the monitoring accuracy of the reagent residue.
[0042] Among them, the method for calculating the reagent remaining amount in the current container according to the reagent liquid level includes: obtaining the area in the container placement area where the RFID tag is not identified according to the RFID identifier to use the area as the required area for container storage; calculating the required area for container storage according to the required area for container storage. It should be further explained that the container in the technical solution of the present application is a container with a consistent cross-sectional shape. Since the cross-sectional area of the wall thickness of the container is small, it can be ignored. Therefore, the required area for container storage is the cross-sectional area of the container, and the reagent remaining amount in the current container is calculated based on the cross-sectional area of the container and the reagent liquid level.
[0043] Specifically, since the RFID tag is located at the bottom of the container placement area, when a container is placed on the container placement area, the RFID tag at the bottom will be blocked. Therefore, the RFID identifier located above will identify other areas except the container blocking area, and the container blocking area can be constructed, and then the actual area outline of the container blocking area can be obtained. The required area for container storage can be calculated through the actual area outline.
[0044] In this embodiment, the method for calculating the required area for container storage according to the required area for container storage includes steps S1011 to S1014:
[0045] S1011. Obtain an area required for storing containers, and determine an actual area outline of the area required for storing containers.
[0046] S1012. Determine whether the area required for storing the container is a regular area based on the actual area contour.
[0047] In this embodiment, the actual area contour is identified, and whether the area required for container storage is a regular area can be determined according to the identification result. If the area required for container storage is a regular area, step S1013 is executed; if the area required for container storage is not a regular area, step S1014 is executed.
[0048] S1013. Calculate the area of the area required for storing the container according to the calculation formula of the regular area.
[0049] For example, if the actual area outline is a circle, the area can be obtained according to the circle area calculation formula.
[0050] S1014, identifying the contour inflection points of the actual area contour, and sequentially connecting two adjacent contour inflection points to obtain multiple contour segments, the multiple contour segments are connected end to end to construct a closed virtual area contour, and the area required for container storage is calculated based on the virtual area contour.
[0051] Furthermore, before the step of calculating the required area for storing the container according to the virtual area outline, the step also includes steps S10141 to S10144:
[0052] S10141. Obtain the distance value between the contour segment and the actual area contour.
[0053] In order to avoid a large difference between the virtual area contour obtained by division and the actual area contour, in this embodiment, the virtual area contour obtained each time needs to be rechecked according to the spacing value between the contour segment and the actual area contour, so as to avoid a large difference between the virtual area contour and the actual area contour due to the spacing value being greater than the preset value, affecting the true area of the actual area contour, and then affecting the calculation accuracy of the reagent residue, resulting in an early warning error.
[0054] S10142. Determine whether the spacing value is greater than a preset value.
[0055] As a specific example, the preset value of the spacing may be 0.2 cm. In practical applications, the preset value of the spacing may be selected according to actual conditions. Further, if the spacing value is greater than the preset value, step S10143 is executed, and the process returns to step S10141, until the spacing value is not greater than the preset value, and step S10144 is executed.
[0056] S10143. Obtain a contour segment corresponding to a spacing value greater than a preset value as a target contour segment, and obtain a corresponding target contour curve in the actual area contour according to the target contour segment, identify the curve inflection point of the target contour curve, and connect them with two adjacent contour inflection points respectively to obtain multiple contour segments. The multiple contour segments are connected end to end to construct a closed virtual area contour.
[0057] When there is a contour segment with a spacing value greater than a preset value, the contour segment is obtained and used as a target contour segment. According to the target contour segment, the corresponding target contour curve is obtained in the actual area contour, and then the target contour curve is divided twice to reduce the spacing value until it meets the preset value. Specifically, the curve inflection point of the target contour curve is identified, and connected with two adjacent contour inflection points to obtain multiple contour segments, and the multiple contour segments are connected end to end to construct a closed virtual area contour. Furthermore, in the method of identifying the curve inflection point of the target contour curve, and connecting with two adjacent contour inflection points to obtain multiple contour segments: if the target contour curve has multiple curve inflection points, the curve inflection points are connected in sequence to obtain a closed virtual area contour.
[0058] S10144. Calculate the area required for container storage based on the virtual area outline.
[0059] In this embodiment, the method for calculating the area required for container storage based on the virtual area outline includes: obtaining the geometric center of the virtual area outline, and connecting the outline inflection points respectively to divide the virtual area outline into a plurality of triangles; calculating the area of each triangle respectively to obtain the areas of multiple triangles, and superimposing the area of each triangle to obtain the area of the virtual area outline, and the area of the virtual area outline is the area required for container storage.
[0060] S102: Determine whether the reagent remaining amount meets the remaining amount threshold.
[0061] If the reagent remaining amount does not meet the remaining amount threshold, step S103 is executed; if the reagent remaining amount meets the remaining amount threshold, the process returns to step S101. As a specific example, the remaining amount threshold may be 5% of the total capacity of the container, that is, when the reagent remaining amount is less than 5% of the total capacity of the container, the system outputs an early warning message to issue an early warning of the remaining amount to warn of insufficient remaining amount. For example, for a container with a total capacity of 100 ml, the remaining amount threshold is 5 ml.
[0062] S103, outputting warning information to realize the warning of the remaining reagent amount.
[0063] When the system identifies that the reagent remaining amount is lower than the remaining amount threshold, the data processing module issues a remaining amount warning on the corresponding area of the display terminal. In this embodiment, the display terminal is provided with multiple display interfaces, each display interface corresponds to a laboratory table, and the display interface is provided with an interface display area and an interface operation area, the interface display area corresponds to the container placement area one by one, and the interface operation area corresponds to the operation operation area one by one, so that when the interface display area flashes, it can be concluded that the reagent remaining amount in the container in the corresponding container placement area is insufficient and needs to be increased; thereby realizing automatic monitoring.
[0064] In summary, the device information management method in the above embodiment of the present invention constructs a device information management system by setting a data processing module and an image acquisition module, an RFID base station module and an early warning module respectively connected to the data processing module, which is used to automatically monitor the reagent residue, improve management efficiency, and avoid the equipment management method of manually adding insufficient reagents through regular manual inspection of the laboratory according to the inspection results; specifically, the image acquisition module includes a plurality of image acquisition units, the RFID base station module includes a plurality of position markers and identification units, each position marker and identification unit includes an RFID identifier and an RFID tag array, and the RFID tag array includes a plurality of RFID tags; the image acquisition unit is used to collect the reagent liquid level image inside the container to locate the remaining capacity of the reagent, and the RFID tag array is used to locate the container to leave / return the instrument placement area; further, the device information management method includes obtaining the reagent liquid level image of the container, obtaining the reagent liquid level height of the current container according to the reagent liquid level image, and calculating the reagent residue of the current container according to the reagent liquid level height; judging whether the reagent residue meets the residue threshold; if not, outputting early warning information to realize the reagent residue early warning. Then the automatic management of the equipment is realized, and the management efficiency is improved.
[0065] Embodiment 2
[0066] A second embodiment of the present invention provides an equipment information management system, which is applied to container management in a laboratory. The system includes an image acquisition module, an RFID base station module, and a data processing module respectively connected to the image acquisition module and the RFID base station module. The image acquisition module includes a plurality of image acquisition units. The RFID base station module includes a plurality of position markers and identification units. Each position marker and identification unit includes an RFID identifier and an RFID tag array. The RFID tag array includes a plurality of RFID tags.
[0067] The laboratory includes a plurality of experimental tables, each of which is provided with at least one container placement area and at least one operation area. The container placement area is used to store containers. Each container placement area corresponds to an image acquisition unit and a position marking and identification unit. Each RFID tag pre-stores reagent attribute information of the reagent stored in the corresponding container; the image acquisition unit is used to acquire the reagent liquid level image inside the container to locate the remaining capacity of the reagent, and locate the container leaving / returning to the instrument placement area through the RFID tag array;
[0068] The experimental table is provided with a circumferential bracket and a top bracket, the top bracket is arranged above the container placement area, the image acquisition unit is fixedly arranged on the circumferential bracket to identify the container stored in the container placement area, the RFID identifier is fixedly arranged on the top bracket, and the RFID tag array is fixedly arranged at the bottom of the container placement area and is arranged corresponding to the RFID identifier;
[0069] The system also includes an early warning module, which is connected to the data processing module to realize the early warning function, wherein the early warning function includes light flashing early warning and warning sound prompt early warning.
[0070] In summary, the equipment information management system in the above embodiment of the present invention is constructed by setting a data processing module and an image acquisition module, an RFID base station module and an early warning module connected to the data processing module respectively, which is used to automatically monitor the reagent surplus, improve management efficiency, and avoid the equipment management method of manually adding insufficient reagents through regular manual inspection of the laboratory according to the inspection results; specifically, the image acquisition module includes a plurality of image acquisition units, the RFID base station module includes a plurality of position markers and identification units, each position marker and identification unit includes an RFID identifier and an RFID tag array, and the RFID tag array includes a plurality of RFID tags; the image acquisition unit is used to collect the reagent liquid level image inside the container to locate the remaining capacity of the reagent, and the RFID tag array is used to locate the container to leave / return the instrument placement area; further, the equipment information management method includes obtaining the reagent liquid level image of the container, obtaining the reagent liquid level height of the current container according to the reagent liquid level image, and calculating the reagent surplus of the current container according to the reagent liquid level height; judging whether the reagent surplus meets the surplus threshold; if not, outputting early warning information to realize the reagent surplus early warning. Then the automatic management of the equipment is realized, and the management efficiency is improved.
[0071] In the description of this specification, the description with reference to the terms "one embodiment", "some embodiments", "examples", "specific examples", or "some examples" means that the specific features, structures, materials or characteristics described in conjunction with the embodiment or example are included in at least one embodiment or example of the present invention. In this specification, the schematic representation of the above terms does not necessarily refer to the same embodiment or example. Moreover, the specific features, structures, materials or characteristics described may be combined in any one or more embodiments or examples in a suitable manner.
[0072] The above-mentioned embodiments only express several implementation methods of the present invention, and the description thereof is relatively specific and detailed, but it cannot be understood as limiting the scope of the patent of the present invention. It should be pointed out that, for ordinary technicians in this field, several variations and improvements can be made without departing from the concept of the present invention, which all belong to the protection scope of the present invention. Therefore, the protection scope of the patent of the present invention shall be subject to the attached claims.
Claims
1. An equipment information management system, applied to laboratory container management, characterized in that: The system includes an image acquisition module, an RFID base station module, and a data processing module respectively connected to the image acquisition module and the RFID base station module, the image acquisition module includes a plurality of image acquisition units, the RFID base station module includes a plurality of position marking and identification units, each position marking and identification unit includes an RFID identifier and an RFID tag array, and the RFID tag array includes a plurality of RFID tags; the laboratory includes a plurality of experimental tables, each experimental table is provided with at least one container placement area and at least one operation area, the container placement area is used to store containers, each container placement area corresponds to an image acquisition unit and a position marking and identification unit, and each RFID tag pre-stores reagent attribute information of the reagent stored in the corresponding container; the image acquisition unit is used to acquire the reagent liquid level image inside the container to locate the remaining capacity of the reagent, and the RFID tag array is used to locate the container leaving / returning to the instrument placement area; The experimental table is provided with a circumferential support and a top support, the top support is provided above the container placement area, the image acquisition unit is fixedly provided on the circumferential support to identify the containers stored in the container placement area, the RFID identifier is fixedly provided on the top support, the RFID tag array is fixedly provided at the bottom of the container placement area and is provided corresponding to the RFID identifier; The system also includes an early warning module, which is connected to the data processing module to realize the early warning function.
2. A device information management method, characterized in that: Applied to the device information management system of claim 1 above, specifically applied to the data processing module, the method comprises: Acquire a reagent liquid level image of the container, and acquire the reagent liquid level height of the current container according to the reagent liquid level image, so as to calculate the reagent remaining amount of the current container according to the reagent liquid level height; Determine whether the reagent residual quantity meets the residual quantity threshold; If it does not meet the requirements, an early warning message will be output to achieve a warning of the remaining reagent amount.
3. The device information management method according to claim 2, characterized in that: The container bottom shapes recognized by the system include regular shapes and irregular shapes. The regular shapes include circles and squares. The irregular shapes are shapes other than regular shapes. The irregular shapes include container bottom shapes with wavy edges. The step of calculating the reagent remaining amount in the current container according to the reagent liquid level includes: According to the RFID identifier, an area in the container placement area where the RFID tag is not identified is obtained to use the area as an area required for container storage; The required area for container storage is calculated based on the required area for container storage, and the area is the cross-sectional area of the container. The remaining amount of reagent in the current container is calculated based on the cross-sectional area of the container and the reagent liquid level.
4. The device information management method according to claim 3, characterized in that: The step of calculating the required area for container storage according to the required area for container storage comprises: Obtaining the area required for container storage and determining the actual area outline of the area required for container storage; Determining whether the area required for storing the container is a regular area according to the actual area contour; If not, the contour inflection point of the actual area contour is identified, and two adjacent contour inflection points are sequentially connected to obtain multiple contour segments. The multiple contour segments are connected end to end to construct a closed virtual area contour, and the required area for container storage is calculated based on the virtual area contour.
5. The device information management method according to claim 4, characterized in that: The step of calculating the required area for container storage according to the virtual area outline comprises: Obtaining the geometric center of the virtual area contour, and connecting the contour inflection points respectively to divide the virtual area contour into a plurality of triangles; The area of each triangle is calculated separately to obtain the areas of multiple triangles, and the areas of each triangle are superimposed to obtain the area of the virtual area outline. The area of the virtual area outline is the area required for storing the container.
6. The device information management method according to claim 4, characterized in that: Before the step of calculating the required area for container storage according to the virtual area outline, the step further includes: Get the distance between the contour segment and the actual area contour; Determine whether the spacing value is greater than the preset value; If yes, then obtain the contour segment corresponding to the spacing value greater than the preset value as the target contour segment, and obtain the corresponding target contour curve in the actual area contour according to the target contour segment; Identify the inflection points of the target contour curve, and connect them with two adjacent contour inflection points to obtain multiple contour segments. The multiple contour segments are connected end to end to construct a closed virtual area contour, and return to execute the step of obtaining the spacing value between the contour segment and the actual area contour. When the spacing value is not greater than a preset value, calculate the area required for container storage according to the virtual area contour.
7. The device information management method according to claim 6, characterized in that: In the step of identifying the inflection point of the target contour curve and connecting it with two adjacent contour inflection points to obtain multiple contour segments: If the target contour curve has multiple curve inflection points, the curve inflection points are connected in sequence to obtain a closed virtual area contour.
Citation Information
Patent Citations
Identification and space positioning method based on target two-dimensional contour model
CN107622499A
Operation cell merging method and device, computer equipment and storage medium
CN114004954A
Land parcel mu measurement method based on grid division and data correction
CN115235439A
Real-time accurate land parcel mu measurement and correction method
CN115511947A
Reagent residual amount detection method and detection instrument
CN116380195A
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