Standardized examination room intelligent management method and system based on artificial intelligence

Abstract

The invention relates to the technical field of artificial intelligence, and particularly discloses a standardized examination room intelligent management method and system based on artificial intelligence. The method comprises the following steps: S1, obtaining the coordinates of a target monitoring object of a target examination room; S2, screening the coordinates of the covered target monitoring object; S3, analyzing the monitoring coverage range of the target examination room; S4, analyzing the monitoring cost benefit of the target examination room; by introducing an artificial intelligence technology, accurate coverage of a monitoring range is realized, monitoring blind areas are effectively reduced, and monitoring efficiency is improved; through cost benefit evaluation, resource configuration is optimized, and the management cost is reduced; a management maintenance control index model is established, a scientific decision basis is provided for examination room management, the fairness and impartiality of an examination are improved, and a scientific and efficient solution is provided for standardized examination room management.

Description

Technical Field

[0001] The present invention relates to the technical field of artificial intelligence, and in particular to an intelligent management method and system for a standardized examination room based on artificial intelligence. Background Art

[0002] In the daily management of standardized examination rooms, the comprehensiveness, efficiency of the monitoring coverage, as well as low-cost operation and efficient management are all extremely crucial. Comprehensive and accurate monitoring coverage is the core to ensure the fairness and justice of examinations. It can capture the dynamics of candidates in real time, effectively prevent cheating behaviors, maintain the authority of examinations, and also ensure the safety of candidates. However, at the same time, in the case of limited educational resources, when pursuing comprehensive monitoring, examination room managers must reasonably control the construction and maintenance costs of the monitoring system to maximize economic benefits, so as to promote the sustainable development of examination room management and provide strong support for creating a fair, orderly and economical examination environment.

[0003] Although traditional standardized examination room management methods can achieve the management of examination rooms to a certain extent, there are still some limitations. First of all, the traditional management method relies on manual inspections for monitoring. Only relying on the experience and naked eyes of invigilators, it is difficult to detect subtle abnormalities. Moreover, the camera coverage is limited and cannot capture dynamics comprehensively, making it easy for cheating behaviors to be difficult to detect in time, seriously affecting the fairness of examinations. Secondly, the traditional management method lacks refined accounting and control. The monitoring resources are unreasonably allocated and the installation positions are not good, resulting in higher management costs. In addition, manual monitoring by staring at the screen for a long time is inefficient, important information is missed, and with the expansion of the examination scale, the input of human and material resources increases sharply, and the overall management cost rises significantly. Summary of the Invention

[0004] In order to overcome the above-mentioned defects of the prior art, embodiments of the present invention provide an intelligent management method and system for a standardized examination room based on artificial intelligence to solve the problems raised in the above background art.

[0005] To achieve the above object, the present invention provides the following technical solution: An intelligent management method for a standardized examination room based on artificial intelligence, including the following steps: S1: Obtain the coordinates of target monitoring objects in the target examination room, S2: Screen the coordinates of the covered target monitoring objects, S3: Analyze the monitoring coverage range of the target examination room, S4: Analyze the monitoring cost-benefit of the target examination room, S5: Establish a management and maintenance control index model, and S6: Output the management evaluation result of the target examination room; S1: Obtain the coordinates of target monitoring objects in the target examination room: Establish a two-dimensional plane rectangular coordinate system with the target examination room as the two-dimensional plane, divide the target examination room into several small squares, and mark the coordinates of the division points as the coordinates of the target monitoring objects; S2: Screen the coordinates of the target monitoring objects covered: Obtain the monitoring screen information of the target monitoring devices in the target examination room, compare the coordinates of the target monitoring objects with the monitoring range of the target monitoring devices, and screen out the coordinates of the target monitoring objects covered by the monitoring range of the target monitoring devices; S3: Analysis of the monitoring coverage range of the target examination room: Analyze the monitoring coverage range of the target examination room based on the coordinates of the target monitoring objects to obtain the monitoring range coverage change coefficient of the target examination room; S4: Analysis of the monitoring cost-benefit of the target examination room: Obtain the cost data of the monitoring devices in the target examination room, and analyze to obtain the cost-benefit evaluation coefficient of the target examination room; S5: Establish a management and maintenance control index model: Based on the monitoring range coverage change coefficient and the cost-benefit evaluation coefficient of the target examination room, establish a management and maintenance control index model, and analyze to obtain the management and maintenance control index of the target examination room; S6: Output the management evaluation result of the target examination room: Based on the management and maintenance control index of the target examination room, evaluate the management and maintenance control index of the target examination room, perform maintenance management control on the target examination room according to the evaluation result, and output the maintenance management control evaluation result of the target examination room.

[0006] Preferably, the specific implementation method for obtaining the coordinates of the target monitoring objects in the target examination room is as follows: Establish a two-dimensional rectangular coordinate system XOY with the target examination room as the two-dimensional plane. The length direction of the target examination room is the X-axis of the two-dimensional coordinate system, and the width direction of the target examination room is the Y-axis of the two-dimensional coordinate system, and the target examination room is a standard rectangle; In the two-dimensional rectangular coordinate system XOY, divide the target examination room into several small squares, and mark the coordinates of the division points as the coordinates of the target monitoring objects , i = 1, 2, 3,..., n, where i is the number of each target monitoring object.

[0007] Preferably, the specific implementation method for obtaining the monitoring screen information of the target monitoring devices in the target examination room is as follows: S21: In the two-dimensional rectangular coordinate system XOY, mark the installation position coordinates of the first target monitoring device and the second target monitoring device as 、 ; S22: The specific content of the geometric relationship analysis corresponding to the upper and lower edges of the monitoring range of the first target monitoring device is as follows: For the upper fan-shaped part of the monitoring range of the first target monitoring device, the geometric relationship of its edge straight line is expressed as: , where represents the edge straight line of the upper fan-shaped part corresponding to the monitoring range of the first target monitoring device, represents the rotation angle of the first target monitoring device; The lower sector of the monitoring range of the first target monitoring device, and the geometric relationship of its edge straight line is expressed as: , where represents the edge straight line of the lower sector corresponding to the monitoring range of the first target monitoring device, represents the monitoring angle of the first target monitoring device; The sector edge of the monitoring range of the first target monitoring device, and the geometric relationship of its corresponding area is expressed as: , where represents the effective monitoring distance of the first target monitoring device, that is, the monitoring distance at which the first target monitoring device can clearly monitor the target monitoring object; S23: The specific content of the analysis of the geometric relationship corresponding to the upper and lower edges of the monitoring range of the second target monitoring device is as follows: The upper sector of the monitoring range of the second target monitoring device, and the geometric relationship of its edge straight line is expressed as: , where represents the edge straight line of the upper sector corresponding to the monitoring range of the second target monitoring device, represents the rotation angle of the second target monitoring device, and L represents the length of the target examination room; The lower sector of the monitoring range of the second target monitoring device, and the geometric relationship of its edge straight line is expressed as: , where represents the edge straight line of the lower sector corresponding to the monitoring range of the second target monitoring device, represents the monitoring angle of the second target monitoring device; The sector edge of the monitoring range of the second target monitoring device, and the geometric relationship of its corresponding area is expressed as: , where represents the effective monitoring distance of the second target monitoring device, that is, the monitoring distance at which the second target monitoring device can clearly monitor the target monitoring object; S24: According to the geometric relationship between the target examination room and the monitoring range of the target monitoring device, the coordinates of the target monitoring object are screened to obtain the coordinates of the target monitoring object covered by the target monitoring device.

[0008] Preferably, the specific acquisition method for obtaining the coordinates of the target monitoring object covered by the target monitoring device is as follows: For the first target monitoring device: The coordinates of the target monitoring object satisfy the following constraint conditions: ; For the second target monitoring device: The coordinates of the target monitoring object satisfy the following constraint conditions: ; For the coordinates of the target monitoring object , if any one or two of the above-mentioned constraint conditions are satisfied, the coordinates of the target monitoring object are marked as the coordinates of the target monitoring object covered by the target monitoring device. All the coordinates of the target monitoring object are screened in turn through the above-mentioned constraint conditions, and finally all the coordinates of the target monitoring object covered by the target monitoring device are obtained.

[0009] Preferably, the specific analysis content of the monitoring coverage range analysis of the target examination room is as follows: S31: Count the number of coordinates of the target monitoring object covered by the target monitoring device cn , substitute it into the formula , and obtain the monitoring range coverage rate of the target monitoring device in the target examination room , where tn represents the total number of coordinates of the target monitoring object; S32: Calculate the monitoring range coverage change coefficient of the target examination room. The calculation model is as follows: , where SCC represents the monitoring range coverage change coefficient of the target examination room, represents the preset ideal monitoring range coverage rate.

[0010] Preferably, the specific analysis content of the monitoring cost-benefit analysis of the target examination room is as follows: S41: Obtain the cost data of each target monitoring device in the target examination room. The cost data includes the procurement cost, installation and commissioning cost, and maintenance and update cost. Calculate the total cost of the target monitoring device in the target examination room. The calculation model is: , where Dtc represents the total cost of the target monitoring device in the target examination room, Pc j represents the procurement cost of the jth target monitoring device, Ic j represents the installation and commissioning cost of the jth target monitoring device, Mc j represents the maintenance and update cost of the jth target monitoring device. j is the number of each target monitoring device, j = 1, 2, 3,..., m, and m represents the total number of target monitoring devices; S42: Obtain the total monitoring duration of the monitoring images of the target monitoring device and the monitoring duration when the monitoring image quality meets the standard, and analyze to obtain the monitoring image quality compliance rate of the target monitoring device Qcr ; S43: Calculate the cost-benefit evaluation coefficient of the target examination room. The calculation model is as follows: , whereBEC represents the cost - benefit evaluation coefficient of the target examination room, Sta represents the stability of the target monitoring device, , Tt represents the total operating duration of the target monitoring device, Ft represents the failure duration of the target monitoring device, represents the preset standard total cost of the target monitoring device in the target examination room.

[0011] Preferably, the specific implementation method of establishing the management and maintenance control index model is as follows: Obtain the cost - benefit evaluation coefficient of the target examination room BEC and the monitoring range coverage change coefficient SCC , and establish a management and maintenance control index model. The specific formula is: , where represents the management and maintenance control index of the target examination room, and k represents a constant greater than zero.

[0012] Preferably, the specific implementation method of outputting the management evaluation result of the target examination room is as follows: Read the management and maintenance control index of the target examination room , compare and analyze the management and maintenance control index of the target examination room with the preset management and maintenance control index threshold. If the management and maintenance control index of the target examination room is less than the preset management and maintenance control index threshold, it indicates that the management status of the target examination room is normal. If the management and maintenance control index of the target examination room is greater than or equal to the preset management and maintenance control index threshold, it indicates that the management status of the target examination room is abnormal. Record the abnormal management status of the target examination room as the evaluation result of the target examination room. Screen the corresponding standard management and maintenance control method for the target examination room according to the management and maintenance control index of the target examination room, and perform management and maintenance control on the target examination room according to the corresponding standard management and maintenance control method for the target examination room, and output the maintenance management control evaluation result of the target examination room.

[0013] To achieve the above - mentioned purpose, the present invention provides the following technical solution: An intelligent management system for a standardized examination room based on artificial intelligence, implementing the above - mentioned intelligent management method for a standardized examination room based on artificial intelligence, including: a target monitoring object coordinate acquisition module, a target monitoring object coordinate screening module, a target examination room monitoring coverage range analysis module, a target examination room monitoring cost - benefit analysis module, a management and maintenance control index model establishment module, and a target examination room management and maintenance control evaluation module.

[0014] Target monitoring object coordinate acquisition module: Establish a two - dimensional rectangular coordinate system with the target examination room as a two - dimensional plane, divide the target examination room into several small squares, and mark the coordinates of the division points as the target monitoring object coordinates; Target Monitoring Object Coordinate Screening Module: It is used to obtain the monitoring screen information of the target monitoring device in the target examination room, compare the coordinates of the target monitoring object with the monitoring range of the target monitoring device, and screen out the coordinates of the target monitoring object covered by the monitoring range of the target monitoring device; Target Examination Room Monitoring Coverage Analysis Module: Based on the coordinates of the target monitoring object, analyze the monitoring coverage of the target examination room to obtain the monitoring range coverage change coefficient of the target examination room; Target Examination Room Monitoring Cost-Effectiveness Analysis Module: It is used to obtain the cost data of the monitoring devices in the target examination room and analyze to obtain the cost-effectiveness evaluation coefficient of the target examination room; Module for Establishing Management and Maintenance Control Index Model: Based on the monitoring range coverage change coefficient and the cost-effectiveness evaluation coefficient of the target examination room, establish a management and maintenance control index model and analyze to obtain the management and maintenance control index of the target examination room; Target Examination Room Management and Maintenance Control Evaluation Module: Based on the management and maintenance control index of the target examination room, evaluate the management and maintenance control index of the target examination room, conduct maintenance management control on the target examination room according to the evaluation results, and output the maintenance management control evaluation results of the target examination room.

[0015] Technical Effects and Advantages of the Present Invention: 1. The present invention divides the examination room by establishing a two-dimensional rectangular coordinate system, marks the coordinates of the division points as the coordinates of the target monitoring object, obtains the monitoring device screen information, screens out the coordinates of the target monitoring object covered, and then analyzes the monitoring coverage of the examination room to obtain the monitoring range coverage change coefficient; at the same time, combined with the cost data of the monitoring devices, conduct a cost-effectiveness evaluation to obtain the cost-effectiveness evaluation coefficient; based on this, establish a management and maintenance control index model and analyze to obtain the management and maintenance control index; finally, conduct maintenance management control on the examination room according to this index and output the evaluation results; by introducing artificial intelligence technology, the present invention can accurately monitor the examination room, optimize resource allocation, improve the monitoring coverage rate, reduce costs, improve management efficiency, effectively reduce monitoring blind spots, enhance the fairness and impartiality of the examination, provide a scientific and efficient solution for examination room management, have a wide range of application prospects, and are applicable to various standardized examination room management scenarios; 2. The present invention establishes a management and maintenance control index model based on the monitoring range coverage change coefficient and the cost-effectiveness evaluation coefficient, and then obtains the management and maintenance control index, conducts a quantitative evaluation on the examination room management and maintenance, and implements maintenance management control targeted according to the evaluation results, realizing intelligent and refined management, can timely discover and solve problems existing in the monitoring system, improve the examination room management efficiency, and ensure the smooth progress of the examination. Brief Description of the Drawings

[0016] The present invention will be further described with reference to the accompanying drawings. However, the embodiments in the drawings do not constitute any limitation to the present invention. For those of ordinary skill in the art, other drawings can also be obtained based on the following drawings without creative efforts.

[0017] Figure 1 It is a schematic flow chart of an intelligent management method for a standardized examination room based on artificial intelligence according to the present invention.

[0018] Figure 2 It is a schematic structural diagram of an intelligent management system for a standardized examination room based on artificial intelligence according to the present invention. Specific embodiments

[0019] Next, the technical solutions in the embodiments of the present invention will be clearly and completely described in conjunction with the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only a part of the embodiments of the present invention, rather than all the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative efforts belong to the scope of protection of the present invention.

[0020] Embodiment 1 Please refer to Figure 1 As shown, the present invention provides an intelligent management method for a standardized examination room based on artificial intelligence, including the following steps: S1: Obtain the coordinates of the target monitoring objects in the target examination room; S2: Screen the coordinates of the target monitoring objects covered; S3: Analyze the monitoring coverage range of the target examination room; S4: Analyze the monitoring cost-benefit of the target examination room; S5: Establish a management and maintenance control index model; and S6: Output the management evaluation result of the target examination room.

[0021] S1: Obtain the coordinates of the target monitoring objects in the target examination room: Establish a two-dimensional rectangular coordinate system with the target examination room as a two-dimensional plane, divide the target examination room into several small squares, and mark the coordinates of the division points as the coordinates of the target monitoring objects. In this embodiment, it should be specifically noted that the specific implementation method of obtaining the coordinates of the target monitoring objects in the target examination room is as follows: Establish a two-dimensional rectangular coordinate system XOY with the target examination room as a two-dimensional plane. The length direction of the target examination room is the X-axis of the two-dimensional coordinate system, and the width direction of the target examination room is the Y-axis of the two-dimensional coordinate system, and the target examination room is a standard rectangle. In the two-dimensional rectangular coordinate system XOY, divide the target examination room into several small squares, and mark the coordinates of the division points as the coordinates of the target monitoring objects , i = 1, 2, 3,..., n, where i is the number of each target monitoring object.

[0022] S2: Screen the coordinates of the target monitored object covered: Obtain the monitoring screen information of the target monitoring device in the target examination room, compare the coordinates of the target monitored object with the monitoring range of the target monitoring device, and screen out the coordinates of the target monitored object covered by the monitoring range of the target monitoring device; In this embodiment, it should be specifically noted that the specific implementation method for obtaining the monitoring screen information of the target monitoring device in the target examination room is as follows: S21: In the two-dimensional rectangular coordinate system XOY, mark the installation position coordinates of the first target monitoring device and the second target monitoring device as 、 ; In this embodiment, it should be specifically noted that the first target monitoring device is installed in front of the target examination room, and the second target monitoring device is installed behind the target examination room.

[0023] In this embodiment, it should be specifically noted that according to the actual working effect of the monitoring device, the working range of the monitoring device is equivalent to a sector with the effective monitoring distance as the radius and the monitoring angle range of the monitoring device as the central angle, and the monitoring device can rotate freely on the right side of the XOY coordinate system.

[0024] S22: The specific content of the geometric relationship analysis corresponding to the upper and lower edges of the monitoring range of the first target monitoring device is as follows: For the upper sector of the monitoring range of the first target monitoring device, the geometric relationship of its edge straight line is expressed as: , where represents the edge straight line of the upper sector corresponding to the monitoring range of the first target monitoring device, represents the rotation angle of the first target monitoring device; In this embodiment, it should be specifically noted that the rotation angle refers to the rotation angle obtained when the target monitoring device rotates from the initial position.

[0025] For the lower sector of the monitoring range of the first target monitoring device, the geometric relationship of its edge straight line is expressed as: , where represents the edge straight line of the lower sector corresponding to the monitoring range of the first target monitoring device, represents the monitoring angle of the first target monitoring device; For the sector edge of the monitoring range of the first target monitoring device, the geometric relationship of its corresponding area is expressed as: , where represents the effective monitoring distance of the first target monitoring device, that is, the monitoring distance at which the first target monitoring device can clearly monitor the target monitored object; S23: The specific content of the geometric relationship analysis corresponding to the upper and lower edges of the monitoring range of the second target monitoring device is as follows: The upper sector of the monitoring range of the second target monitoring device, the geometric relationship of the edge straight line is expressed as: , where represents the edge straight line of the upper sector corresponding to the monitoring range of the second target monitoring device, represents the rotation angle of the second target monitoring device, and L represents the length of the target examination room; The lower sector of the monitoring range of the second target monitoring device, the geometric relationship of the edge straight line is expressed as: , where represents the edge straight line of the lower sector corresponding to the monitoring range of the second target monitoring device, represents the monitoring angle of the second target monitoring device; The fan-shaped edge of the monitoring range of the second target monitoring device, the geometric relationship of the corresponding area is expressed as: , where represents the effective monitoring distance of the second target monitoring device, that is, the monitoring distance at which the second target monitoring device can clearly monitor the target monitoring object; S24: According to the geometric relationship between the target examination room and the monitoring range of the target monitoring device, filter the coordinates of the target monitoring object to obtain the coordinates of the target monitoring object covered by the target monitoring device.

[0026] In this embodiment, it should be specifically noted that the specific acquisition method for obtaining the coordinates of the target monitoring object covered by the target monitoring device is as follows: For the first target monitoring device: The coordinates of the target monitoring object satisfy the following constraint conditions: ; For the second target monitoring device: The coordinates of the target monitoring object satisfy the following constraint conditions: ; For the coordinates of the target monitoring object, if it satisfies any one or two of the above constraint conditions, then mark the coordinates of the target monitoring object as the coordinates of the target monitoring object covered by the target monitoring device, and filter all the coordinates of the target monitoring object through the above constraint conditions in turn, and finally obtain all the coordinates of the target monitoring object covered by the target monitoring device.

[0027] S3: Analysis of the monitoring coverage range of the target examination room: Analyze the monitoring coverage range of the target examination room based on the coordinates of the target monitoring object to obtain the monitoring range coverage change coefficient of the target examination room; In this embodiment, it should be specifically noted that the specific analysis content of the monitoring coverage analysis of the target examination room is as follows: S31: Count the number of coordinates of the target monitoring objects covered by the target monitoring device cn , and substitute it into the formula to obtain the monitoring range coverage rate of the target monitoring device in the target examination room , where tn represents the total number of coordinates of the target monitoring objects; S32: Calculate the monitoring range coverage change coefficient of the target examination room. The specific calculation model is as follows: , where SCC represents the monitoring range coverage change coefficient of the target examination room, represents the preset ideal monitoring range coverage rate, and the ideal monitoring range coverage rate is 100%, which means complete coverage.

[0028] S4: Monitoring cost-benefit analysis of the target examination room: Obtain the cost data of the monitoring devices in the target examination room, and analyze to obtain the cost-benefit evaluation coefficient of the target examination room; In this embodiment, it should be specifically noted that the specific analysis content of the monitoring cost-benefit analysis of the target examination room is as follows: S41: Obtain the cost data of each target monitoring device in the target examination room. The cost data includes procurement cost, installation and commissioning cost, and maintenance and update cost. Calculate the total cost of the target monitoring devices in the target examination room. The calculation model is: , where Dtc represents the total cost of the target monitoring devices in the target examination room, Pc j represents the procurement cost of the j-th target monitoring device, Ic j represents the installation and commissioning cost of the j-th target monitoring device, Mc j represents the maintenance and update cost of the j-th target monitoring device. j is the number of each target monitoring device, j = 1, 2, 3,..., m, and m represents the total number of target monitoring devices; S42: Obtain the total monitoring duration of the monitoring images of the target monitoring devices and the monitoring duration with qualified monitoring image quality, and analyze to obtain the monitoring image quality compliance rate of the target monitoring devices Qcr ; S43: Calculate the cost-benefit evaluation coefficient of the target examination room. The calculation model is as follows: , where BEC represents the cost-benefit evaluation coefficient of the target examination room, Sta represents the stability of the target monitoring device, ,Tt Indicates the total operating duration of the target monitoring device Ft Indicates the failure duration of the target monitoring device Indicates the preset standard total cost of the target monitoring device in the target examination room

[0029] S5: Establish a management and maintenance control index model: Based on the coverage change coefficient of the monitoring scope and the cost - benefit evaluation coefficient of the target examination room, establish a management and maintenance control index model, and analyze to obtain the management and maintenance control index of the target examination room In this embodiment, it should be specifically noted that the specific implementation method of establishing the management and maintenance control index model is as follows Obtain the cost - benefit evaluation coefficient of the target examination room BEC And the coverage change coefficient of the monitoring scope SCC , and establish a management and maintenance control index model. The specific formula is , where Indicates the management and maintenance control index of the target examination room, and k represents a constant greater than zero

[0030] It should be specifically noted that in the formula, the smaller the coverage change coefficient SCC of the monitoring scope of the target examination room, and the larger the cost - benefit evaluation coefficient BEC , the smaller the management and maintenance control index of the target examination room, indicating that the management and maintenance control requirements of the target examination room are smaller

[0031] In the formula, the coverage change coefficient SCC of the monitoring scope of the target examination room and the cost - benefit evaluation coefficient BEC do not affect each other

[0032] S6: Output the management evaluation result of the target examination room: Based on the management and maintenance control index of the target examination room, evaluate the management and maintenance control index of the target examination room, conduct maintenance management control on the target examination room according to the evaluation result, and output the maintenance management control evaluation result of the target examination room

[0033] In this embodiment, it should be specifically noted that the specific implementation method of outputting the management evaluation result of the target examination room is as follows Read the management and maintenance control index of the target examination room , Compare and analyze the management and maintenance control index of the target examination room with the preset management and maintenance control index threshold. If the management and maintenance control index of the target examination room is less than the preset management and maintenance control index threshold, it indicates that the management status of the target examination room is normal. If the management and maintenance control index of the target examination room is greater than or equal to the preset management and maintenance control index threshold, it indicates that the management status of the target examination room is abnormal. Record the abnormal management status of the target examination room as the evaluation result of the target examination room. Screen the standard management and maintenance control method corresponding to the target examination room according to the management and maintenance control index of the target examination room, perform management and maintenance control on the target examination room according to the standard management and maintenance control method corresponding to the target examination room, and output the maintenance management control evaluation result of the target examination room.

[0034] Embodiment 2 Please refer to Figure 2 As shown, the present invention provides an intelligent management system for a standardized examination room based on artificial intelligence, including a target monitoring object coordinate acquisition module, a target monitoring object coordinate screening module, a target examination room monitoring coverage analysis module, a target examination room monitoring cost-benefit analysis module, a management and maintenance control index model establishment module, and a target examination room management and maintenance control evaluation module.

[0035] Target monitoring object coordinate acquisition module: Establish a two-dimensional rectangular coordinate system with the target examination room as the two-dimensional plane, divide the target examination room into several small squares, and mark the coordinates of the division points as the target monitoring object coordinates; Target monitoring object coordinate screening module: Used to obtain the monitoring screen information of the target monitoring device in the target examination room, compare the target monitoring object coordinates with the monitoring range of the target monitoring device, and screen out the target monitoring object coordinates covered by the monitoring range of the target monitoring device; Target examination room monitoring coverage analysis module: Analyze the monitoring coverage of the target examination room based on the target monitoring object coordinates to obtain the monitoring range coverage change coefficient of the target examination room; Target examination room monitoring cost-benefit analysis module: Used to obtain the monitoring device cost data of the target examination room and analyze the cost-benefit evaluation coefficient of the target examination room; Management and maintenance control index model establishment module: Based on the monitoring range coverage change coefficient and cost-benefit evaluation coefficient of the target examination room, establish a management and maintenance control index model and analyze the management and maintenance control index of the target examination room; Target examination room management and maintenance control evaluation module: Based on the management and maintenance control index of the target examination room, evaluate the management and maintenance control index of the target examination room, perform maintenance management control on the target examination room according to the evaluation result, and output the maintenance management control evaluation result of the target examination room.

[0036] Finally, the above are only the preferred embodiments of the present invention and are not intended to limit the present invention. Any modifications, equivalent replacements, improvements, etc. made within the spirit and principles of the present invention shall be included within the protection scope of the present invention.

[0037] As described above, this is only the specific implementation manner of this application, but the protection scope of this application is not limited thereto. Any person skilled in the art within the technical scope disclosed in this application can easily think of changes or replacements, which should all be covered within the protection scope of this application. Therefore, the protection scope of this application shall be subject to the protection scope of the claimed rights.

Claims

1. A standardized examination room intelligent management method based on artificial intelligence, characterized in that: The following steps are involved: S1: Obtain the coordinates of the target monitoring object in the target examination room: establish a two-dimensional rectangular coordinate system with the target examination room as a two-dimensional plane, divide the target examination room into several small squares, and mark the coordinates of the division points as the coordinates of the target monitoring object; S2: Filtering the covered target monitoring object coordinates: obtaining the monitoring screen information of the target monitoring device in the target examination room, comparing the target monitoring object coordinates with the monitoring range of the target monitoring device, and filtering out the target monitoring object coordinates covered by the monitoring range of the target monitoring device; S3: Analysis of monitoring coverage of target examination room: Analyze the monitoring coverage of target examination room based on the coordinates of target monitoring object, and obtain the monitoring coverage variation coefficient of target examination room; S4: Cost-benefit analysis of monitoring of target examination rooms: Obtain the monitoring equipment cost data of the target examination rooms and analyze and obtain the cost-benefit evaluation coefficient of the target examination rooms; S5: Establish a management maintenance control index model: Based on the monitoring coverage variation coefficient and cost-effectiveness evaluation coefficient of the target examination room, establish a management maintenance control index model, and analyze and obtain the management maintenance control index of the target examination room; S6: Output the management evaluation result of the target examination room: Based on the management maintenance control index of the target examination room, evaluate the management maintenance control index of the target examination room, perform maintenance management control on the target examination room according to the evaluation result, and output the maintenance management control evaluation result of the target examination room.

2. According to claim 1, a standardized examination room intelligent management method based on artificial intelligence is characterized by: The specific implementation method of obtaining the coordinates of the target monitoring object in the target examination room is as follows: A two-dimensional rectangular coordinate system XOY is established with the target examination room as a two-dimensional plane, the length direction of the target examination room is the X axis of the two-dimensional coordinate system, the width direction of the target examination room is the Y axis of the two-dimensional coordinate system, and the target examination room is a standard rectangle; In the two-dimensional rectangular coordinate system XOY, the target examination room is divided into several small squares, and the coordinates of the division points are marked as the coordinates of the target monitoring object. , i=1, 2, 3, ..., n, i is the number of each target monitoring object.

3. The method for intelligent management of standardized examination rooms based on artificial intelligence according to claim 1, characterized in that: The specific implementation method of obtaining the monitoring screen information of the target monitoring device in the target examination room is as follows: S21: In the two-dimensional rectangular coordinate system XOY, the installation position coordinates of the first target monitoring device and the second target monitoring device are marked as , ; S22: The geometric relationship analysis corresponding to the upper and lower edges of the monitoring range of the first target monitoring device is as follows: The geometric relationship of the upper sector of the monitoring range of the first target monitoring device and its edge straight line is expressed as follows: ,in, Indicates the upper sector edge straight line corresponding to the monitoring range of the first target monitoring device, represents the rotation angle of the first target monitoring device; The geometric relationship of the lower sector of the monitoring range of the first target monitoring device and its edge straight line is expressed as follows: ,in, Indicates the lower fan-shaped edge straight line corresponding to the monitoring range of the first target monitoring device, represents the monitoring angle of the first target monitoring device; The fan-shaped edge of the monitoring range of the first target monitoring device, and its corresponding area geometric relationship are expressed as: ,in, Indicates the effective monitoring distance of the first target monitoring device, that is, the monitoring distance at which the first target monitoring device can clearly monitor the target monitoring object; S23: The geometric relationship analysis corresponding to the upper and lower edges of the monitoring range of the second target monitoring device is as follows: The geometric relationship of the upper sector of the monitoring range of the second target monitoring device and its edge straight line is expressed as follows: ,in, The upper sector edge straight line corresponding to the monitoring range of the second target monitoring device, represents the rotation angle of the second target monitoring device, and L represents the length of the target examination room; The geometric relationship of the lower sector of the monitoring range of the second target monitoring device and its edge straight line is expressed as follows: ,in, The lower fan-shaped edge straight line corresponding to the monitoring range of the second target monitoring device, represents the monitoring angle of the second target monitoring device; The fan-shaped edge of the monitoring range of the second target monitoring device, and its corresponding area geometric relationship are expressed as: ,in, Indicates the effective monitoring distance of the second target monitoring device, that is, the monitoring distance at which the second target monitoring device can clearly monitor the target monitoring object; S24: According to the geometric relationship between the target examination room and the monitoring range of the target monitoring device, the coordinates of the target monitoring object are Screening is performed to obtain the coordinates of the target monitoring object covered by the target monitoring device.

4. The method for intelligent management of standardized examination rooms based on artificial intelligence according to claim 3 is characterized by: The specific method of obtaining the coordinates of the target monitoring object covered by the target monitoring device is as follows: For the first target monitoring device: target monitoring object coordinates The following constraints are met: ； For the second target monitoring device: target monitoring object coordinates The following constraints are met: ； For the target monitoring object coordinates If any one or two of the constraints are met, the target monitoring object coordinates are marked as the target monitoring object coordinates covered by the target monitoring device, and all target monitoring object coordinates are filtered according to the constraints in turn, and finally all target monitoring object coordinates covered by the target monitoring device are obtained.

5. The method for intelligent management of standardized examination rooms based on artificial intelligence according to claim 1, characterized in that: The specific analysis contents of the monitoring coverage analysis of the target examination room are as follows: S31: Counting the number of target monitoring object coordinates covered by the target monitoring device cn , substituting it into the formula , get the monitoring range coverage of the target monitoring equipment in the target examination room ,in, tn Indicates the total number of target monitoring object coordinates; S32: Calculate the monitoring coverage variation coefficient of the target examination room. The calculation model is as follows: ,in, SCC Indicates the monitoring coverage variation coefficient of the target examination room, Indicates the preset ideal monitoring range coverage.

6. The method for intelligent management of standardized examination rooms based on artificial intelligence according to claim 1, characterized in that: The specific analysis contents of the monitoring cost-benefit analysis of the target examination room are as follows: S41: Obtain cost data of each target monitoring device in the target examination room, the cost data includes purchase cost, installation and debugging cost, maintenance and update cost, and calculate the total cost of the target monitoring device in the target examination room. The calculation model is: ,in, Dtc represents the total cost of the target monitoring equipment in the target examination room, Pc j shows the purchase cost of the jth target monitoring device, Ic j represents the installation and debugging cost of the jth target monitoring equipment, Mc j represents the maintenance and update cost of the jth target monitoring device, j is the number of each target monitoring device, j=1, 2, 3, ..., m, m represents the total number of target monitoring devices; S42: Obtain the total monitoring time of the monitoring screen of the target monitoring device and the monitoring time when the monitoring screen quality meets the standard, and analyze to obtain the monitoring screen quality meeting rate of the target monitoring device QUR ; S43: Calculate the cost-benefit evaluation coefficient of the target examination room. The calculation model is as follows: ,in, BEC represents the cost-effectiveness evaluation coefficient of the target examination room, Sta Indicates the stability of the target monitoring device, , Tt Indicates the total operating time of the target monitoring device. Ft Indicates the fault duration of the target monitoring device. It represents the preset standard total cost of the target monitoring equipment in the target examination room.

7. The method for intelligent management of standardized examination rooms based on artificial intelligence according to claim 1, characterized in that: The specific implementation method of establishing the management maintenance control index model is as follows: Obtain the cost-effectiveness evaluation coefficient of the target examination center BEC and monitoring coverage variation coefficient SCC , establish a management maintenance control index model, the specific formula is: ,in, It represents the management and maintenance control index of the target examination room, and k represents a constant greater than zero.

8. The method for intelligent management of standardized examination rooms based on artificial intelligence according to claim 1, characterized in that: The specific implementation method of outputting the management evaluation results of the target examination room is as follows: Read the management and maintenance control index of the target examination room ,Compare and analyze the management and maintenance control index of the target examination room with the preset management and maintenance control index threshold. If the management and maintenance control index of the target examination room is less than the preset management and maintenance control index threshold, it means that the management status of the target examination room is normal. If the management and maintenance control index of the target examination room is greater than or equal to the preset management and maintenance control index threshold, it means that the management status of the target examination room is abnormal. The abnormal management status of the target examination room is recorded as the evaluation result of the target examination room. The standard management and maintenance control method corresponding to the target examination room is obtained according to the management and maintenance control index of the target examination room. The target examination room is managed and maintained according to the standard management and maintenance control method corresponding to the target examination room, and the maintenance management control evaluation result of the target examination room is output.

9. An artificial intelligence-based standardized examination room intelligent management system, used to implement an artificial intelligence-based standardized examination room intelligent management method according to any one of claims 1 to 8, characterized in that: include: Target monitoring object coordinate acquisition module: establish a two-dimensional rectangular coordinate system with the target examination room as the two-dimensional plane, divide the target examination room into several small squares, and mark the coordinates of the division points as the target monitoring object coordinates; Target monitoring object coordinate screening module: used to obtain the monitoring screen information of the target monitoring device in the target examination room, compare the target monitoring object coordinates with the monitoring range of the target monitoring device, and screen out the target monitoring object coordinates covered by the monitoring range of the target monitoring device; Target examination room monitoring coverage analysis module: analyzes the coverage of the target examination room monitoring based on the target monitoring object coordinates to obtain the monitoring coverage variation coefficient of the target examination room; Target examination room monitoring cost-benefit analysis module: used to obtain the monitoring equipment cost data of the target examination room and analyze the cost-benefit evaluation coefficient of the target examination room; Establishing a management maintenance control index model module: Based on the monitoring coverage variation coefficient and cost-benefit evaluation coefficient of the target examination room, establish a management maintenance control index model, and analyze and obtain the management maintenance control index of the target examination room; Target examination room management, maintenance and control evaluation module: Based on the management, maintenance and control index of the target examination room, the management, maintenance and control index of the target examination room is evaluated, maintenance, management and control of the target examination room are performed according to the evaluation results, and the maintenance, management and control evaluation results of the target examination room are output.

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