An engineering supervision and management system
Through the analysis of construction site transportation materials and worker image data, a collection of workers' records, safety and work parameters are constructed, and the worker construction level is evaluated, which solves the problem of low one-sidedness and accuracy of existing system management, and improves the efficiency and safety of construction site management.
Patent Information
- Application Number
- CN202410435830.0
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- Filing Date
- 2024-04-11
- Publication Date
- 2025-07-25
- Estimated Expiration
- 2044-04-11
AI Technical Summary
The existing engineering supervision and supervision system lacks comprehensive analysis of construction site workers, resulting in low management in one-sidedness and accuracy.
Through high-definition cameras, image data of materials transported on the construction site and workers are collected, material quality and workers' safety status are analyzed, and worker safety is combined with attendance records and work quality, a collection of workers' records, safety and work parameters are constructed, and the worker construction level is evaluated.
It has achieved an accurate assessment of the quality, safety awareness and work quality of materials transported by construction site workers, improved the efficiency and safety of construction site management, and facilitated worker management.
Smart Images

Figure CN118297544B_ABST
Abstract
Description
Technical Field
[0001] The present invention relates to the technical field of project supervision and management, and specifically relates to a project supervision and management system. Background Technique
[0002] With the development of technology, the application of some new technologies such as artificial intelligence and the Internet of Things in construction site management has become increasingly popular. Among them, the management of construction site workers has an irreplaceable position in construction site management. The construction site worker management system can help managers achieve effective scheduling, allocation, and supervision of workers, thereby improving the efficiency of construction site management. In view of this, a project supervision and management system is of great significance.
[0003] In the current project supervision and management system, construction site workers are usually managed through a single level, rather than through comprehensive analysis of various aspects of construction site workers for management. There are not only certain one-sidedness and singularity, but also it is easy to lead to low accuracy of the analysis results of construction site workers. Summary of the Invention
[0004] Aiming at the above-mentioned existing technical deficiencies, the purpose of the present invention is to provide a project supervision and management system.
[0005] The purpose of the present invention can be achieved through the following technical solutions: A project supervision and management system, including:
[0006] A material quality monitoring module, used to monitor the transportation materials at the construction site on each monitoring day within a set period, and thereby analyze the basic parameters and worker parameters of the corresponding transportation materials at the construction site on each monitoring day within the set period, and obtain the basic parameters of the corresponding transportation materials at the construction site on each monitoring day within the set period;
[0007] Preferably, monitoring the transportation materials at the construction site on each monitoring day within a set period, and thereby analyzing the basic parameters and worker parameters of the corresponding transportation materials at the construction site on each monitoring day within the set period, the specific implementation method is:
[0008] Collect the quantity of the corresponding transportation materials at the construction site on each monitoring day within the set period through a high-definition camera, obtain the quantity of the corresponding transportation materials at the construction site on each monitoring day within the set period, and collect the apparent images of the corresponding transportation materials at the construction site on each monitoring day within the set period through a high-definition camera, obtain the apparent images of the corresponding transportation materials at the construction site on each monitoring day within the set period, and at the same time, based on the apparent images of the corresponding transportation materials at the construction site on each monitoring day within the set period, count the quantity of various types of materials at the construction site on each monitoring day within the set period, and obtain the quantity of various types of materials at the construction site on each monitoring day within the set period;
[0009] Collect the apparent images of each transported material in various types of materials at the construction site on each monitoring day within a set period through a high-definition camera, and obtain the apparent images of each transported material corresponding to various types of materials at the construction site on each monitoring day;
[0010] Extract the number of damaged areas and the area of each damaged area of each transported material corresponding to various types of materials at the construction site on each monitoring day from the apparent images of each transported material corresponding to various types of materials at the construction site on each monitoring day, and sum up the areas of each damaged area of each transported material corresponding to various types of materials at the construction site on each monitoring day to obtain the total damaged area of each transported material corresponding to various types of materials at the construction site on each monitoring day;
[0011] The basic parameters of the transported materials corresponding to the construction site on each monitoring day within the set period are composed of the quantity of various types of materials corresponding to the construction site on each monitoring day within the set period, the number of damaged areas, and the total damaged area of each transported material corresponding to various types of materials at the construction site on each monitoring day;
[0012] Collect the facial images of the transport workers corresponding to each transported material in various types of materials at the construction site on each monitoring day within a set period through a high-definition camera, obtain the facial images of the transport workers corresponding to each transported material in various types of materials at the construction site on each monitoring day within the set period, and perform deduplication processing on the facial images of the transport workers corresponding to each transported material in various types of materials at the construction site on each monitoring day within the set period to obtain the facial images of the transport workers corresponding to each transported material at the construction site on each monitoring day within the set period, as the worker parameters of the transported materials corresponding to the construction site on each monitoring day within the set period.
[0013] The material quality analysis module is used to analyze the quality evaluation values of the transported materials corresponding to the construction site on each monitoring day within the set period based on the basic parameters of the transported materials corresponding to the construction site on each monitoring day within the set period, obtain the quality evaluation values of the transported materials corresponding to the construction site on each monitoring day within the set period, and at the same time analyze and obtain the set of worker record parameters corresponding to the construction site within the set period based on the quality evaluation values of the transported materials corresponding to the construction site on each monitoring day within the set period;
[0014] Preferably, analyzing the quality evaluation values of the transported materials corresponding to the construction site on each monitoring day within the set period based on the basic parameters of the transported materials corresponding to the construction site on each monitoring day within the set period, the specific analysis method is:
[0015] Extract the number of damaged areas and the total damaged area of each transported material corresponding to various types of materials at the construction site on each monitoring day from the basic parameters of the transported materials corresponding to the construction site on each monitoring day within the set period, and record them as and Let \(i\) represent the number of each monitoring day, \(i = 1, 2,\cdots, n\), where \(i\) is a positive integer and \(n\) represents the total number of monitoring day numbers; let \(j\) represent the number of each type of material, \(j = 1, 2,\cdots, m\), where \(j\) is a positive integer and \(m\) represents the total number of material type numbers; let \(r\) represent the number of each transported material, \(r = 1, 2,\cdots, p\), where \(r\) is a positive integer and \(p\) represents the total number of transported material numbers;
[0016] Extract the quantity of each type of material corresponding to the construction site in each monitoring day within the set period from the basic parameters of the transported materials corresponding to the construction site in each monitoring day within the set period, and denote it as
[0017] Extract the reference transported quantity, the number of reference damaged parts, and the reference damaged area of each type of material corresponding to each monitoring day within the set period from the database, and denote them as \(CN ij _0\), \(CK ij _0\), \(CS ij _0\);
[0018] According to the formula Calculate the quality evaluation value \(ZP\) of the transported materials corresponding to the construction site in each monitoring day within the set period i , where \(e\) is the natural constant, and \(a_1\), \(a_2\), \(a_3\), \(a_4\) are set weight factors.
[0019] Preferably, based on the quality evaluation value of the transported materials corresponding to the construction site in each monitoring day within the set period, analyze to obtain the set of worker record parameters corresponding to the construction site within the set period. The specific analysis method is as follows:
[0020] Compare the quality evaluation value of the transported materials corresponding to the construction site in each monitoring day within the set period with the set reference quality evaluation value. If the quality evaluation value of the transported materials corresponding to the construction site in a certain monitoring day is less than the reference quality evaluation value, then mark this monitoring day as an abnormal monitoring day, and obtain each abnormal monitoring day corresponding to the set period;
[0021] Extract the facial images and work numbers of each construction site worker corresponding to the construction site from the database, and extract the facial images of each transported worker corresponding to the transported materials within the construction site in each abnormal monitoring day within the set period from the worker parameters of the transported materials corresponding to the construction site in each monitoring day within the set period. At the same time, match the facial images of each transported worker corresponding to the transported materials within the construction site in each abnormal monitoring day with the facial images of each construction site worker corresponding to the construction site. If the facial image of a certain transported worker matches the facial image of a certain construction site worker successfully, then extract the work number of this construction site worker as the work number of the transported worker, and obtain the work numbers of each transported worker corresponding to the transported materials within the construction site in each abnormal monitoring day within the set period;
[0022] The recorded times of workers at each construction site within a set period are obtained through corresponding statistical methods, thereby constituting a set of worker record parameters corresponding to the construction site within the set period.
[0023] A safety quality analysis module is used to monitor and analyze the safety status of each worker corresponding to the construction site on each monitoring day within the set period, obtain the safety quality evaluation values of each worker corresponding to the construction site on each monitoring day within the set period, and further analyze to obtain a set of worker safety parameters corresponding to the construction site within the set period;
[0024] Preferably, the safety status of each worker corresponding to the construction site on each monitoring day within the set period is monitored and analyzed, and the safety quality evaluation values of each worker corresponding to the construction site on each monitoring day within the set period are obtained. The specific analysis method is as follows:
[0025] Extract the tool wearing images of each worker corresponding to each reference wearing part from the database, and collect the images of each wearing part of each worker within the construction site on each monitoring day within the set period through a high-definition camera to obtain the images of each wearing part of each worker within the construction site on each monitoring day within the set period;
[0026] Match the images of each wearing part of each worker within the construction site on each monitoring day within the set period with the tool wearing images of the corresponding reference wearing part. If the image of a certain wearing part matches the tool wearing image of the corresponding reference wearing part successfully, then mark this wearing part as a marked part to obtain the marked parts of each worker within the construction site on each monitoring day within the set period. At the same time, count the number of marked parts of each worker within the construction site on each monitoring day within the set period, denoted as BN i f , f represents the number of each worker, f = 1, 2,..., q, f is a positive integer, and q represents the total number of work numbers;
[0027] Collect the safety tool images of each marked part of each worker within the construction site on each monitoring day within the set period through a high-definition camera to obtain the safety tool images of each marked part of each worker within the construction site on each monitoring day within the set period, and extract the damaged areas of the safety tools of each marked part of each worker within the construction site on each monitoring day within the set period from them, and integrate them to obtain the total damaged area of the safety tools of each worker corresponding to the construction site on each monitoring day within the set period.
[0028] Obtain the safety quality evaluation values of each worker corresponding to the construction site on each monitoring day within the set period through comprehensive analysis of the number of marked parts of each worker corresponding to the construction site on each monitoring day within the set period and the total damaged area of the safety tools.
[0029] Preferably, for the set of worker safety parameters corresponding to the construction site within the set period, the specific analysis method is as follows:
[0030] Compare the safety and quality assessment values of each worker at the construction site on each monitoring day within the set period with the set safety and quality assessment threshold. If the safety and quality assessment value of a certain worker is greater than the set safety and quality assessment threshold, then mark this worker as a safe worker, obtain the corresponding safe workers at the construction site on each monitoring day within the set period, and acquire the facial images of the corresponding safe workers at the construction site on each monitoring day within the set period;
[0031] Match the facial images of the corresponding safe workers at the construction site on each monitoring day within the set period with the facial images of each construction site worker at the construction site. If the match is successful, then extract the work number of this construction site worker as the work number of this safe worker, and obtain the work numbers of the corresponding safe workers at the construction site on each monitoring day within the set period;
[0032] Obtain the safety record times of each construction site worker within the set period through corresponding statistical methods, and thus form the set of worker safety parameters corresponding to the construction site within the set period.
[0033] The work quality monitoring module is used to monitor the work quality of each worker corresponding to the construction site on each monitoring day within the set period, and thus analyze and obtain the work quality parameters of each worker corresponding to the construction site on each monitoring day within the set period;
[0034] Preferably, monitor the work quality of each worker corresponding to the construction site on each monitoring day within the set period, and thus analyze and obtain the work quality parameters of each worker corresponding to the construction site on each monitoring day within the set period. The specific monitoring and analysis method is as follows:
[0035] Obtain the attendance records of each worker corresponding to the construction site on each monitoring day within the set period, and based on the attendance records of each worker corresponding to the construction site on each monitoring day within the set period, obtain the working hours of each worker corresponding to the construction site on each monitoring day within the set period;
[0036] Obtain the work completion rate of each worker corresponding to the construction site on each monitoring day within the set period, and obtain the work completion rate of each worker corresponding to the construction site on each monitoring day within the set period;
[0037] The working hours and work completion rate of each worker corresponding to the construction site on each monitoring day within the set period constitute the work quality parameters of each worker corresponding to the construction site on each monitoring day within the set period.
[0038] The work quality analysis module is used to comprehensively analyze the work quality parameters of each worker corresponding to the construction site on each monitoring day within the set period to obtain the work quality assessment values of each worker corresponding to the construction site on each monitoring day within the set period, and further analyze to obtain the set of worker work parameters corresponding to the construction site within the set period;
[0039] Preferably, based on the comprehensive analysis of the work quality parameters of each worker at the construction site on each monitoring day within a set period, the work quality evaluation value of each worker at the construction site on each monitoring day within the set period is obtained. The specific analysis method is as follows:
[0040] Extract the working hours and work completion rate of each worker at the construction site on each monitoring day within the set period from the work quality parameters of each worker at the construction site on each monitoring day within the set period, and record them as GT i f and GL i f ;
[0041] Match the working hours of each worker at the construction site on each monitoring day within the set period with the reference work completion rate corresponding to each working hour set, and obtain the reference work completion rate of each worker at the construction site on each monitoring day within the set period, denoted as
[0042] Extract the reference working hours of the construction site workers corresponding to the monitoring day from the database, denoted as CT0;
[0043] According to the formula Calculate the work quality evaluation value GZ of each worker at the construction site on each monitoring day within the set period i f , where b1 and b2 are set weight factors.
[0044] Preferably, for the set of worker work parameters corresponding to the construction site within a set period, the analysis method is as follows:
[0045] Obtain the facial images of each worker at the construction site on each monitoring day within the set period, match the facial images of each worker at the construction site on each monitoring day within the set period with the facial images of each construction site worker. If the match is successful, extract the work number of the construction site worker as the work number of the worker, and obtain the work number of each worker at the construction site on each monitoring day within the set period;
[0046] Through the corresponding statistical method, obtain the set of work quality evaluation values of each construction site worker within the set period, and thus form the set of worker work parameters corresponding to the construction site within the set period.
[0047] The project supervision analysis module is used to analyze the construction level of each construction site worker corresponding to the construction site within a set period based on the set of worker record parameters, the set of worker safety parameters, and the set of worker work parameters corresponding to the construction site within the set period, and obtain the construction level of each construction site worker corresponding to the construction site within the set period;
[0048] Preferably, for the analysis of the construction level of each construction site worker corresponding to the construction site within a set period, the specific analysis method is as follows:
[0049] Extract the recorded times of workers at each construction site within the set period from the set of worker record parameters corresponding to the construction site within the set period, denoted as JL h , h represents the number of workers at each construction site, h = 1, 2,..., z, h is a positive integer, and z represents the total number of worker numbers at the construction site;
[0050] Extract the safety record times of workers at each construction site within the set period from the set of worker safety parameters corresponding to the construction site within the set period, denoted as AL h ;
[0051] Extract the set of work quality evaluation values of workers at each construction site within the set period from the set of worker work parameters corresponding to the construction site within the set period, and obtain the working days GZ of workers at each construction site within the set period based on the set of work quality evaluation values of workers at each construction site within the set period h , and at the same time, perform a mean value process on the set of work quality evaluation values of workers at each construction site within the set period to obtain the average work quality evaluation value of workers at each construction site within the set period, which is used as the marked work quality evaluation value BZ of workers at each construction site within the set period h ;
[0052] According to the formula Calculate the construction evaluation value JS of each worker corresponding to the construction site within the set period h , c1, c2, and c3 are set weight factors;
[0053] Compare the construction evaluation value of each worker corresponding to the construction site within the set period with the construction evaluation threshold corresponding to each construction grade to obtain the construction grade of each worker corresponding to the construction site within the set period.
[0054] The supervision and processing terminal is used to perform corresponding processing on it based on the construction grade of each worker corresponding to the construction site within the set period;
[0055] The database is used to store the reference transportation quantity, reference number of damaged parts, reference damaged area of various types of materials corresponding to each monitoring day within the set period, store the facial images and work numbers of each worker corresponding to the construction site, store the tool wearing images of each reference wearing part corresponding to the worker, and store the reference working hours of the construction site workers corresponding to the monitoring day.
[0056] The beneficial effects of the present invention:
[0057] By analyzing the basic parameters of the transportation materials and worker parameters corresponding to the construction site in each monitoring day within the set period, and obtaining the set of worker record parameters corresponding to the construction site within the set period based on this analysis, the present invention can not only intuitively reflect the records of the transportation materials of workers at each construction site within the set period, but also provide strong data support for the subsequent analysis of the construction grades of construction site workers.
[0058] Based on the safety status analysis of each worker at the construction site on each monitoring day within a set period, the present invention obtains the safety quality evaluation values of each worker at the construction site on each monitoring day within the set period. At the same time, through further analysis, a set of worker safety parameters corresponding to the construction site within the set period is obtained, which intuitively reflects the safety awareness of the workers, avoids engineering safety accidents caused by workers not wearing safety tools, and improves the safety awareness of construction workers at the construction site to a certain extent.
[0059] By monitoring and analyzing the work quality of each worker at the construction site on each monitoring day within a set period, the present invention further obtains a set of worker work parameters corresponding to the construction site within the set period, which can accurately reflect the work quality of the construction site workers, and thus provides a strong basis for the subsequent analysis of the construction levels of the construction site workers.
[0060] Based on the set of worker record parameters, the set of worker safety parameters, and the set of worker work parameters corresponding to the construction site within a set period, the present invention analyzes and obtains the construction levels of each construction site worker corresponding to the construction site within the set period. Then, based on the construction levels of each construction site worker corresponding to the construction site within the set period, corresponding processing is carried out on each construction site worker, which not only makes it more convenient to manage the construction site workers, but also enables more efficient construction of the construction site. BRIEF DESCRIPTION OF THE DRAWINGS
[0061] The present invention will be further described below with reference to the accompanying drawings.
[0062] Figure 1 It is a schematic diagram of the connection of the system modules of the present invention. DETAILED DESCRIPTION OF THE EMBODIMENTS
[0063] The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to 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. All other embodiments obtained by those of ordinary skill in the art based on the embodiments of the present invention without making creative efforts shall fall within the protection scope of the present invention.
[0064] Please refer to Figure 1 As shown, the present invention is an engineering supervision and management system, including: a material quality monitoring module, a material quality analysis module, a safety quality analysis module, a work quality monitoring module, a work quality analysis module, an engineering supervision analysis module, a supervision and processing terminal, and a database.
[0065] The material quality monitoring module is used to monitor the transported materials at the construction site on each monitoring day within a set period, and analyze the basic parameters and worker parameters of the transported materials corresponding to the construction site on each monitoring day within the set period to obtain the basic parameters of the transported materials corresponding to the construction site on each monitoring day within the set period. The specific analysis steps are as follows:
[0066] Collect the quantity of the transportation materials corresponding to the construction site on each monitoring day within a set period through a high-definition camera, to obtain the quantity of the transportation materials corresponding to the construction site on each monitoring day within the set period, and collect the apparent images of each transportation material corresponding to the construction site on each monitoring day within the set period through the high-definition camera, to obtain the apparent images of each transportation material corresponding to the construction site on each monitoring day within the set period. At the same time, based on the apparent images of each transportation material corresponding to the construction site on each monitoring day within the set period, count the quantity of various types of materials corresponding to the construction site on each monitoring day within the set period, to obtain the quantity of various types of materials corresponding to the construction site on each monitoring day within the set period;
[0067] It should be noted that based on the apparent images of each transportation material corresponding to the construction site on each monitoring day within the set period, to count the quantity of various types of materials corresponding to the construction site on each monitoring day within the set period, the specific counting method is: compare the apparent images of each transportation material corresponding to the construction site on each monitoring day within the set period with each other, and regard the transportation materials with successful comparison as the same type of transportation materials, thereby obtaining the transportation materials corresponding to each type, and then count the quantity of the transportation materials corresponding to each type as the quantity of various types of materials.
[0068] Collect the apparent images of each transportation material in various types of materials corresponding to the construction site on each monitoring day within the set period through a high-definition camera, to obtain the apparent images of each transportation material corresponding to various types of materials within the construction site on each monitoring day;
[0069] Extract the number of damaged parts and the area of each damaged part of each transportation material corresponding to various types of materials within the construction site on each monitoring day from the apparent images of each transportation material corresponding to various types of materials within the construction site on each monitoring day, and sum up the areas of each damaged part of each transportation material corresponding to various types of materials within the construction site on each monitoring day, to obtain the total damaged area of each transportation material corresponding to various types of materials within the construction site on each monitoring day;
[0070] The quantity of various types of materials corresponding to the construction site on each monitoring day within the set period, the number of damaged parts and the total damaged area of each transportation material corresponding to various types of materials within the construction site on each monitoring day constitute the basic parameters of the transportation materials corresponding to the construction site on each monitoring day within the set period;
[0071] Collect the facial images of the transportation workers corresponding to each transportation material in various types of materials corresponding to the construction site on each monitoring day within the set period through a high-definition camera, to obtain the facial images of the transportation workers corresponding to each transportation material in various types of materials corresponding to the construction site on each monitoring day within the set period, and perform deduplication processing on the facial images of the transportation workers corresponding to each transportation material in various types of materials corresponding to the construction site on each monitoring day within the set period, to obtain the facial images of the transportation workers corresponding to each transportation material within the construction site on each monitoring day within the set period, as the worker parameters of the transportation materials corresponding to the construction site on each monitoring day within the set period.
[0072] In a specific embodiment, in accordance with relevant laws, regulations, and rules, to protect the personal privacy of workers, the applicant may need to obtain and process the personal information of workers in this patent application. Herein, the applicant solemnly undertakes that it will strictly comply with relevant laws, regulations, and rules, be responsible for keeping the personal information of workers confidential, and will not use the personal information of workers for other purposes. At the same time, the applicant will also take necessary technical and organizational measures to ensure the security and confidentiality of the personal information of workers. Workers understand and consent to the above authorization and commitment when agreeing to provide their personal information.
[0073] A material quality analysis module, which is used to analyze the quality evaluation values of the transportation materials corresponding to the construction site on each monitoring day within a set period based on the basic parameters of the transportation materials corresponding to the construction site on each monitoring day within the set period, to obtain the quality evaluation values of the transportation materials corresponding to the construction site on each monitoring day within the set period. The specific analysis steps are as follows:
[0074] Extract the number of damaged parts and the total damaged area of each type of material corresponding to each transportation material within the construction site on each monitoring day from the basic parameters of the transportation materials corresponding to the construction site on each monitoring day within the set period, and record them as and i represents the number of each monitoring day, i = 1, 2,..., n, i is a positive integer, n represents the total number of monitoring day numbers, j represents the number of each type of material, j = 1, 2,..., m, j is a positive integer, m represents the total number of material type numbers, r represents the number of each transportation material, r = 1, 2,..., p, r is a positive integer, p represents the total number of transportation material numbers;
[0075] Extract the quantity of each type of material corresponding to the construction site on each monitoring day within the set period from the basic parameters of the transportation materials corresponding to the construction site on each monitoring day within the set period, and record it as
[0076] Extract the reference transportation quantity, reference number of damaged parts, and reference damaged area of each type of material corresponding to each monitoring day within the set period from the database, and record them as CN ij 0, CK ij 0, CS ij 0;
[0077] According to the formula Calculate the quality evaluation value ZP of the transportation materials corresponding to the construction site on each monitoring day within the set period i , e is the natural constant, and a1, a2, a3, a4 are set weight factors.
[0078] It should be noted that after normalizing the quantities of various types of materials corresponding to the construction site on each monitoring day within the set period, as well as the number of damaged parts and the total damaged area of various types of materials corresponding to each transported material within the construction site on each monitoring day, the numerical values are taken. At the same time, the reference transported quantities, reference number of damaged parts, and reference damaged areas of various types of materials corresponding to each monitoring day within the set period are also normalized and their numerical values are taken. And all subsequent numerical values in the documents submitted by the present invention are subject to this processing.
[0079] Based on the quality evaluation values of the transported materials corresponding to the construction site on each monitoring day within the set period, a set of worker record parameters corresponding to the construction site within the set period is analyzed. The specific analysis method is as follows:
[0080] Compare the quality evaluation values of the transported materials corresponding to the construction site on each monitoring day within the set period with the set reference quality evaluation value. If the quality evaluation value of the transported materials corresponding to the construction site on a certain monitoring day is less than the reference quality evaluation value, then mark this monitoring day as an abnormal monitoring day, and obtain each abnormal monitoring day corresponding to the set period;
[0081] Extract the facial images and work numbers of each construction site worker corresponding to the construction site from the database, and extract the facial images of each transport worker corresponding to the transported materials within the construction site on each abnormal monitoring day within the set period from the worker parameters of the transported materials corresponding to the construction site on each monitoring day within the set period. At the same time, match the facial images of each transport worker corresponding to the transported materials within the construction site on each abnormal monitoring day with the facial images of each construction site worker corresponding to the construction site. If the facial image of a certain transport worker matches the facial image of a certain construction site worker successfully, then extract the work number of this construction site worker as the work number of the transport worker, and obtain the work numbers of each transport worker corresponding to the transported materials within the construction site on each abnormal monitoring day within the set period;
[0082] Through corresponding statistical methods, obtain the record times of each construction site worker within the set period, and thus form a set of worker record parameters corresponding to the construction site within the set period.
[0083] It should be noted that through corresponding statistical methods, the record times of each construction site worker within the set period are obtained. The specific statistical method is as follows: Based on the work numbers of each transport worker corresponding to the transported materials within the construction site on each abnormal monitoring day within the set period, make a blue mark. Count the number of blue marks of each transport worker within the set period as the record times of each transport worker corresponding to the construction site within the set period.
[0084] Match the work numbers of the workers at each construction site with those of the transportation workers. If the work number of a worker at a construction site matches that of a transportation worker, then use the recorded times corresponding to that transportation worker at the construction site within the set period as the recorded times of that worker at the construction site. If the work number of a worker at a construction site does not match any of the work numbers of the transportation workers, then record the recorded times of that worker at the construction site as 0. Thus, obtain the recorded times of the workers at each construction site within the set period.
[0085] The safety quality analysis module is used to monitor and analyze the safety status of each worker corresponding to the construction site on each monitoring day within the set period, and obtain the safety quality evaluation values of each worker corresponding to the construction site on each monitoring day within the set period. The specific analysis steps are as follows:
[0086] Extract the tool wearing images of the workers corresponding to each reference wearing part from the database, and collect the images of each wearing part of each worker within the construction site on each monitoring day within the set period through a high-definition camera, so as to obtain the images of each wearing part of each worker within the construction site on each monitoring day within the set period.
[0087] Match the images of each wearing part of each worker within the construction site on each monitoring day within the set period with the tool wearing images of the corresponding reference wearing parts. If the image of a wearing part matches the tool wearing image of the corresponding reference wearing part, then mark that wearing part as a marked part, so as to obtain the marked parts corresponding to each worker within the construction site on each monitoring day within the set period. At the same time, count the number of marked parts of each worker within the construction site on each monitoring day within the set period, and record it as BN. i f , f represents the number of each worker, f = 1, 2,..., q, f is a positive integer, and q represents the total number of work numbers.
[0088] Collect the safety tool images of each marked part of each worker within the construction site on each monitoring day within the set period through a high-definition camera, so as to obtain the safety tool images of each marked part of each worker within the construction site on each monitoring day within the set period, and extract the damaged areas of the safety tools of each marked part of each worker within the construction site on each monitoring day within the set period from them, and integrate them to obtain the total damaged area of the safety tools corresponding to each worker at the construction site on each monitoring day within the set period, and record it as AS. i f ;
[0089] It should be noted that the damaged area of the safety tool of each marked part of each worker within the construction site on each monitoring day within the set period is specifically: the total area of defects such as cracks, depressions, and holes on the safety tool.
[0090] Obtain the number of reference wearing parts corresponding to the worker, and record it as BN0.
[0091] According to the formula calculate the safety and quality evaluation value AG of each worker corresponding to the construction site on each monitoring day within the set period i f , where a5 and a6 are set weight factors.
[0092] Further analyze to obtain the set of safety parameters of the workers corresponding to the construction site within the set period. The specific analysis method is as follows:
[0093] Compare the safety and quality evaluation values of each worker corresponding to the construction site on each monitoring day within the set period with the set safety and quality evaluation threshold. If the safety and quality evaluation value of a certain worker is greater than the set safety and quality evaluation threshold, then mark this worker as a safe worker, obtain the safe workers corresponding to the construction site on each monitoring day within the set period, and obtain the facial images of the safe workers corresponding to the construction site on each monitoring day within the set period;
[0094] Match the facial images of the safe workers corresponding to the construction site on each monitoring day within the set period with the facial images of each worker corresponding to the construction site. If the match is successful, then extract the work number of this worker as the work number of this safe worker, and obtain the work numbers of the safe workers corresponding to the construction site on each monitoring day within the set period;
[0095] Obtain the safety record times of the workers corresponding to each construction site within the set period through corresponding statistical methods, and thus form the set of safety parameters of the workers corresponding to the construction site within the set period.
[0096] It should be noted that the specific statistical method for the safety record times of the workers corresponding to each construction site within the set period is as follows: Based on the work numbers of the safe workers corresponding to the construction site on each monitoring day within the set period, make red marks on them, and count the number of red marks of each safe worker within the set period as the safety record times of the safe workers corresponding to the construction site on each monitoring day within the set period.
[0097] Match the work numbers of each construction site worker with the work numbers of each safe worker. If the work number of a certain construction site worker matches the work number of a certain safe worker successfully, then use the safety record times of the safe worker corresponding to the construction site within the set period as the safety record times of this construction site worker. If the work number of a certain construction site worker does not match the work numbers of each safe worker successfully, then mark the safety record times of this construction site worker as 0, and thus obtain the safety record times of the workers corresponding to each construction site within the set period.
[0098] The work quality monitoring module is used to monitor the work quality of each worker corresponding to the construction site on each monitoring day within the set period, and thus analyze and obtain the work quality parameters of each worker corresponding to the construction site on each monitoring day within the set period. The specific monitoring and analysis method is as follows:
[0099] Obtain the attendance records of each worker corresponding to the construction site on each monitoring day within a set period, and based on the attendance records of each worker corresponding to the construction site on each monitoring day within the set period, obtain the working hours of each worker corresponding to the construction site on each monitoring day within the set period;
[0100] Obtain the work completion rate of each worker corresponding to the construction site on each monitoring day within a set period, and obtain the work completion rate of each worker corresponding to the construction site on each monitoring day within the set period;
[0101] The working hours and work completion rate of each worker corresponding to the construction site on each monitoring day within the set period constitute the work quality parameters of each worker corresponding to the construction site on each monitoring day within the set period.
[0102] In a specific embodiment, the work completion rate of each worker corresponding to the construction site on each monitoring day within the set period is obtained in the following way: obtain the daily task volume of each worker corresponding to the construction site on each monitoring day within the set period, and at the same time obtain the actual daily completion volume of each worker corresponding to the construction site on each monitoring day within the set period, and compare the daily task volume of each worker corresponding to the construction site on each monitoring day within the set period with the actual daily completion volume of the corresponding worker to obtain the daily work completion rate of each worker corresponding to the construction site on each monitoring day within the set period, and use it as the work completion rate of each worker corresponding to the construction site on each monitoring day within the set period.
[0103] The work quality analysis module is used to comprehensively analyze the work quality parameters of each worker corresponding to the construction site on each monitoring day within the set period to obtain the work quality evaluation value of each worker corresponding to the construction site on each monitoring day within the set period. The specific analysis method is as follows:
[0104] Extract the working hours and work completion rate of each worker corresponding to the construction site on each monitoring day within the set period from the work quality parameters of each worker corresponding to the construction site on each monitoring day within the set period, and record them as GT i f and GL i f ;
[0105] Match the working hours of each worker corresponding to the construction site on each monitoring day within the set period with the reference work completion rate corresponding to each working hour setting to obtain the reference work completion rate of each worker corresponding to the construction site on each monitoring day within the set period, and record it as
[0106] Extract the reference working hours of the construction site workers corresponding to the monitoring day from the database, and record it as CT0;
[0107] According to the formula Calculate the work quality evaluation value GZ of each worker corresponding to the construction site on each monitoring day within the set period i f , where b1 and b2 are set weight factors.
[0108] Further analysis yields the set of worker work parameters corresponding to the construction site within the set period. The analysis method is as follows:
[0109] Obtain the facial images of each worker corresponding to the construction site on each monitoring day within the set period. Match the facial images of each worker corresponding to the construction site on each monitoring day within the set period with the facial images of the workers at each construction site. If the match is successful, extract the work number of the worker at that construction site as the work number of the worker, and obtain the work numbers of each worker corresponding to the construction site on each monitoring day within the set period;
[0110] Through corresponding statistical methods, obtain the set of work quality evaluation values of the workers at each construction site within the set period, and thus form the set of worker work parameters corresponding to the construction site within the set period.
[0111] In a specific embodiment, the set of work quality evaluation values of the workers at each construction site within the set period, the specific statistical method is as follows:
[0112] Based on the work quality evaluation values corresponding to each worker at the construction site on each monitoring day within the set period, enter them according to their corresponding work numbers, and count the work quality evaluation values of each worker within the set period as the set of work quality evaluation values of each worker corresponding to the construction site within the set period;
[0113] Match the workers at each construction site with the work numbers of each worker. If the work number of a worker at a certain construction site matches the work number of a certain worker, then use the set of work quality evaluation values of the worker corresponding to that construction site within the set period as the set of work quality evaluation values of the worker at that construction site. If the work number of a worker at a certain construction site does not match the work numbers of each worker, then record the set of work quality evaluation values of the worker at that construction site as 0. Thus, obtain the set of work quality evaluation values of the workers at each construction site within the set period.
[0114] The project supervision analysis module is used to analyze the construction levels of each construction site worker corresponding to the construction site within the set period based on the set of worker record parameters, the set of worker safety parameters, and the set of worker work parameters corresponding to the construction site within the set period, and obtain the construction levels of each construction site worker corresponding to the construction site within the set period. The specific analysis method is as follows:
[0115] Extract the record times of each construction site worker within the set period from the set of worker record parameters corresponding to the construction site within the set period, and denote it as JL h , where h represents the number of each construction site worker, h = 1, 2,..., z, h is a positive integer, and z represents the total number of construction site worker numbers;
[0116] Extract the safety record times of each construction site worker within the set period from the set of worker safety parameters corresponding to the construction site within the set period, and denote it as AL h ;
[0117] Extract the set of work quality evaluation values of workers at each construction site within the set period from the set of work parameter sets of workers corresponding to the construction sites within the set period, and obtain the number of working days GZ of workers at each construction site within the set period based on the set of work quality evaluation values of workers at each construction site within the set period h Meanwhile, perform an averaging process on the set of work quality evaluation values of workers at each construction site within the set period to obtain the average work quality evaluation value of workers at each construction site within the set period, which is used as the marked work quality evaluation value BZ of workers at each construction site within the set period h ;
[0118] According to the formula Calculate the construction evaluation value JS of each worker corresponding to the construction site within the set period h , where c1, c2, and c3 are set weight factors;
[0119] Compare the construction evaluation value of each worker corresponding to the construction site within the set period with the construction evaluation threshold corresponding to each construction grade to obtain the construction grade of each worker corresponding to the construction site within the set period
[0120] The supervision and processing terminal is used to perform corresponding processing on it based on the construction grade of each worker corresponding to the construction site within the set period;
[0121] In a specific embodiment, performing corresponding processing on it based on the construction grade of each worker corresponding to the construction site within the set period specifically means:
[0122] If the construction grade of a certain worker corresponding to a construction site within the set period is first-class, it indicates that the worker has made a greater contribution to the construction work of the construction site within the set period. Then, extract the reward system for workers with a first-class construction grade and implement corresponding rewards for the worker. For example, if the reward system for workers with a first-class construction grade is to issue a bonus of one thousand yuan, then a bonus of one thousand yuan will be issued to the worker
[0123] If the construction grade of a certain worker corresponding to a construction site within the set period is second-class, it indicates that the worker has made a good contribution to the construction work of the construction site within the set period. Then, extract the reward system for workers with a second-class construction grade and implement corresponding rewards for the worker. For example, if the reward system for workers with a second-class construction grade is to issue a bonus of five hundred yuan, then a bonus of five hundred yuan will be issued to the worker
[0124] If the construction grade of a certain worker corresponding to a construction site within the set period is third-class, it indicates that the worker has made a relatively poor contribution to the construction work of the construction site within the set period. Then, extract the punishment system for workers with a third-class construction grade and implement corresponding punishments for the worker. For example, if the punishment system for workers with a third-class construction grade is to fine 100 yuan, then a fine of 100 yuan will be imposed on the worker
[0125] A database for storing the reference transportation quantity, the reference number of damaged parts, and the reference damaged area of various types of materials corresponding to each monitoring day within a set period, storing the facial images and work numbers of workers at the construction site corresponding to each construction site, storing the tool wearing images of workers corresponding to each reference wearing part, and storing the reference working hours of construction site workers corresponding to the monitoring day.
[0126] The above content is only an example and explanation of the structure of the present invention. Those skilled in the art of this technology can make various modifications or supplements to the described specific embodiments or use similar methods for substitution. As long as they do not deviate from the structure of the invention or exceed the scope defined by the documents submitted for the present invention, they should fall within the protection scope of the present invention.
Claims
1. An engineering supervision and management system, characterized in that, Including: A material quality monitoring module, which is used to monitor the transportation materials at the construction site on each monitoring day within a set period, and analyze the basic parameters and worker parameters of the corresponding transportation materials at the construction site on each monitoring day within the set period, so as to obtain the basic parameters of the corresponding transportation materials at the construction site on each monitoring day within the set period: Collect the quantity of the corresponding transportation materials at the construction site on each monitoring day within the set period through a high-definition camera, obtain the quantity of the corresponding transportation materials at the construction site on each monitoring day within the set period, and collect the apparent images of the corresponding transportation materials at the construction site on each monitoring day within the set period through a high-definition camera, obtain the apparent images of the corresponding transportation materials at the construction site on each monitoring day within the set period. At the same time, based on the apparent images of the corresponding transportation materials at the construction site on each monitoring day within the set period, count the quantity of various types of materials at the construction site on each monitoring day within the set period, and obtain the quantity of various types of materials at the construction site on each monitoring day within the set period; Collect the apparent images of each transportation material in various types of materials corresponding to the construction site on each monitoring day within the set period through a high-definition camera, and obtain the apparent images of each transportation material corresponding to various types of materials at the construction site within each monitoring day; Extract the number of damaged parts and the area of each damaged part of each transportation material corresponding to various types of materials at the construction site within each monitoring day from the apparent images of each transportation material corresponding to various types of materials at the construction site within each monitoring day, and sum the areas of each damaged part of each transportation material corresponding to various types of materials at the construction site within each monitoring day, so as to obtain the total damaged area of each transportation material corresponding to various types of materials at the construction site within each monitoring day; The basic parameters of the corresponding transportation materials at the construction site on each monitoring day within the set period are composed of the quantity of various types of materials corresponding to the construction site on each monitoring day within the set period, the number of damaged parts and the total damaged area of each transportation material corresponding to various types of materials at the construction site within each monitoring day; Collect the facial images of the transportation workers corresponding to each transportation material in various types of materials corresponding to the construction site on each monitoring day within the set period through a high-definition camera, obtain the facial images of the transportation workers corresponding to each transportation material in various types of materials corresponding to the construction site on each monitoring day within the set period, and perform duplicate removal processing on the facial images of the transportation workers corresponding to each transportation material in various types of materials corresponding to the construction site on each monitoring day within the set period, so as to obtain the facial images of the transportation workers corresponding to each transportation material at the construction site within each monitoring day, as the worker parameters of the corresponding transportation materials at the construction site on each monitoring day within the set period; A material quality analysis module, which is used to analyze the quality evaluation value of the corresponding transportation materials at the construction site on each monitoring day within the set period based on the basic parameters of the corresponding transportation materials at the construction site on each monitoring day within the set period, so as to obtain the quality evaluation value of the corresponding transportation materials at the construction site on each monitoring day within the set period. At the same time, analyze and obtain the set of worker record parameters corresponding to the construction site within the set period based on the quality evaluation value of the corresponding transportation materials at the construction site on each monitoring day within the set period: Extract the number of damaged parts and the total damaged area of various materials in the construction site corresponding to each transported material on each monitoring day from the basic parameters of the transported materials at the construction site on each monitoring day within the set period, and denote them as PN i jr and PS i jr , where i represents the number of each monitoring day, i = 1, 2,..., n, i is a positive integer, n represents the total number of monitoring day numbers, j represents the number of various materials, j = 1, 2,..., m, j is a positive integer, m represents the total number of material type numbers, r represents the number of each transported material, r = 1, 2,..., p, r is a positive integer, and p represents the total number of transported material numbers; Extract the quantity of various types of materials corresponding to the construction site on each monitoring day within the set period from the basic parameters of the transportation materials corresponding to the construction site on each monitoring day within the set period, and denote it as LN i j ; Extract the reference transportation quantity, the reference number of damaged parts, and the reference damaged area of various types of materials corresponding to each monitoring day within the set period from the database, and denote them as CN ij 0, CK ij 0, CS ij 0; According to the formula calculate the quality evaluation value ZP of the corresponding transported materials at the construction site on each monitoring day within the set period i , where e is the natural constant, and a1, a2, a3, and a4 are the set weight factors; Compare the quality evaluation values of the construction site's corresponding transported materials on each monitoring day within the set period with the set reference quality evaluation value. If the quality evaluation value of the construction site's corresponding transported materials on a certain monitoring day is less than the reference quality evaluation value, then mark this monitoring day as an abnormal monitoring day, and obtain each abnormal monitoring day corresponding to the set period. Extract the facial images and work numbers of each construction site worker corresponding to the construction site from the database, and extract the facial images of each transport worker corresponding to the transported materials within the construction site on each abnormal monitoring day within the set period from the worker parameters of the construction site's corresponding transported materials on each monitoring day within the set period. At the same time, match the facial images of each transport worker corresponding to the transported materials within the construction site on each abnormal monitoring day with the facial images of each construction site worker corresponding to the construction site. If the facial image of a certain transport worker matches the facial image of a certain construction site worker successfully, then extract the work number of this construction site worker as the work number of the transport worker, and obtain the work numbers of each transport worker corresponding to the transported materials within the construction site on each abnormal monitoring day within the set period. Obtain the recording times of each construction site worker within the set period through corresponding statistical methods, and thus form a set of worker recording parameters corresponding to the construction site within the set period. Obtain the recording times of each construction site worker within the set period through corresponding statistical methods. The specific statistical method is: Based on the work numbers of each transport worker corresponding to the transported materials within the construction site on each abnormal monitoring day within the set period, make a blue mark on their work numbers, and count the number of blue marks of each transport worker within the set period as the recording times of each transport worker corresponding to the construction site within the set period. Match the work numbers of each construction site worker with the work numbers of each transport worker. If the work number of a certain construction site worker matches the work number of a certain transport worker successfully, then take the recording times of the construction site corresponding to this transport worker within the set period as the recording times of this construction site worker. If the work number of a certain construction site worker does not match the work numbers of each transport worker successfully, then record the recording times of this construction site worker as 0. Thus, obtain the recording times of each construction site worker within the set period. The safety quality analysis module is used to monitor and analyze the safety status of each worker corresponding to the construction site on each monitoring day within the set period, obtain the safety quality evaluation values of each worker corresponding to the construction site on each monitoring day within the set period, and further analyze to obtain a set of worker safety parameters corresponding to the construction site within the set period: Extract the tool wearing images of each reference wearing part corresponding to the worker from the database, and collect the images of each wearing part of each worker within the construction site on each monitoring day within the set period through a high-definition camera, to obtain the images of each wearing part of each worker within the construction site on each monitoring day within the set period. Match the images of each wearing part of each worker within the construction site on each monitoring day within the set period with the tool wearing images of the corresponding reference wearing parts. If the image of a certain wearing part matches the tool wearing image of the corresponding reference wearing part successfully, then mark this wearing part as the marked part, obtain each marked part corresponding to each worker within the construction site on each monitoring day within the set period, and at the same time count the number of marked parts of each worker within the construction site on each monitoring day within the set period. Collect the safety tool images of each worker at each marked part in the construction site on each monitoring day within the set period through a high-definition camera, obtain the safety tool images of each worker at each marked part in the construction site on each monitoring day within the set period, extract the damaged areas of the safety tools of each worker at each marked part in the construction site on each monitoring day within the set period, and integrate them to obtain the total damaged areas of the safety tools of the construction site corresponding to each worker on each monitoring day within the set period; Comprehensively analyze the number of marked parts corresponding to each worker in the construction site on each monitoring day within the set period and the total damaged areas of the safety tools to obtain the safety quality evaluation values of the construction site corresponding to each worker on each monitoring day within the set period; Compare the safety quality evaluation values of the construction site corresponding to each worker on each monitoring day within the set period with the set safety quality evaluation threshold. If the safety quality evaluation value of a certain worker is greater than the set safety quality evaluation threshold, then mark this worker as a safe worker, obtain the safe workers corresponding to the construction site on each monitoring day within the set period, and acquire the facial images of the safe workers corresponding to the construction site on each monitoring day within the set period; Match the facial images of the safe workers corresponding to the construction site on each monitoring day within the set period with the facial images of each construction site worker corresponding to the construction site. If the match is successful, then extract the work number of this construction site worker as the work number of this safe worker, and obtain the work numbers of the safe workers corresponding to the construction site on each monitoring day within the set period; Obtain the safety record times of each construction site worker within the set period through corresponding statistical methods, and thus form the set of worker safety parameters corresponding to the construction site within the set period; The safety record times of each construction site worker within the set period. The specific statistical method is: Based on the work numbers of the safe workers corresponding to the construction site on each monitoring day within the set period, make red marks on them, and count the number of red marks of each safe worker within the set period as the safety record times of the safe workers corresponding to the construction site on each monitoring day within the set period; Match the work numbers of each construction site worker with the work numbers of each safe worker. If the work number of a certain construction site worker matches the work number of a certain safe worker successfully, then take the safety record times of the safe worker corresponding to the construction site within the set period as the safety record times of this construction site worker. If the work number of a certain construction site worker does not match the work numbers of each safe worker successfully, then record the safety record times of this construction site worker as 0, and thus obtain the safety record times of each construction site worker within the set period; The work quality monitoring module is used to monitor the work quality of the construction site corresponding to each worker on each monitoring day within the set period, and thus analyze and obtain the work quality parameters of the construction site corresponding to each worker on each monitoring day within the set period: Obtain the attendance records of the construction site corresponding to each worker on each monitoring day within the set period, and based on the attendance records of the construction site corresponding to each worker on each monitoring day within the set period, obtain the working hours of the construction site corresponding to each worker on each monitoring day within the set period; Obtain the work completion rate of the construction site corresponding to each worker on each monitoring day within the set period, and obtain the work completion rate of the construction site corresponding to each worker on each monitoring day within the set period; The working quality parameters of each worker corresponding to the construction site on each monitoring day within the set period are composed of the working hours and work completion rate of each worker corresponding to the construction site on each monitoring day within the set period; A working quality analysis module, which is used to comprehensively analyze the working quality parameters of each worker corresponding to the construction site on each monitoring day within the set period to obtain the working quality evaluation value of each worker corresponding to the construction site on each monitoring day within the set period, and further analyze to obtain the set of worker working parameters corresponding to the construction site within the set period; Extract the working hours and work completion rate of each worker corresponding to the construction site on each monitoring day within the set period from the working quality parameters of each worker corresponding to the construction site on each monitoring day within the set period, and then analyze to obtain the working quality evaluation value of each worker corresponding to the construction site on each monitoring day within the set period; Obtain the facial images of each worker corresponding to the construction site on each monitoring day within the set period, match the facial images of each worker corresponding to the construction site on each monitoring day within the set period with the facial images of the workers at each construction site. If the match is successful, extract the work number of the worker at the construction site as the work number of the worker, and obtain the work number of each worker corresponding to the construction site on each monitoring day within the set period; Obtain the set of working quality evaluation values of the workers at each construction site within the set period through the corresponding statistical method, and use this to form the set of worker working parameters corresponding to the construction site within the set period; A project supervision analysis module, which is used to analyze the construction level of each construction site worker corresponding to the construction site within the set period based on the set of worker record parameters, worker safety parameters, and worker working parameters corresponding to the construction site within the set period, and obtain the construction level of each construction site worker corresponding to the construction site within the set period; A supervision processing terminal, which is used to perform corresponding processing on it based on the construction level of each construction site worker corresponding to the construction site within the set period; A database, which is used to store the reference transportation quantity, reference number of damaged parts, and reference damaged area of various types of materials corresponding to each monitoring day within the set period, store the facial images and work numbers of each construction site worker corresponding to the construction site, store the tool wearing images of each reference wearing part corresponding to the worker, and store the reference working hours of the construction site workers corresponding to the monitoring day; 2. The engineering supervision and management system according to claim 1, characterized in that, The analysis of the construction level of each construction site worker corresponding to the construction site within the set period, the specific analysis method is: Extract the record times of each construction site worker within the set period from the set of worker record parameters corresponding to the construction site within the set period; Extract the safety record times of each construction site worker within the set period from the set of worker safety parameters corresponding to the construction site within the set period; Extract the set of working quality evaluation values of each construction site worker within the set period from the set of worker working parameters corresponding to the construction site within the set period, and based on the set of working quality evaluation values of each construction site worker within the set period, obtain the number of working days of each construction site worker within the set period. At the same time, perform an average value process on the set of working quality evaluation values of each construction site worker within the set period to obtain the average working quality evaluation value of each construction site worker within the set period, as the marked working quality evaluation value of each construction site worker within the set period; Comprehensively analyze the record times, safety record times, number of working days, and marked working quality evaluation values of each construction site worker within the set period to obtain the construction evaluation value of each construction site worker corresponding to the construction site within the set period; Compare the construction evaluation values of each construction worker at the construction site within the set period with the construction evaluation thresholds corresponding to each construction level, and obtain the construction levels of each construction worker at the construction site within the set period.
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