Disclosure of Invention
The invention aims to provide a three-dimensional visual control system for the excavation quality of a canal channel construction area, so as to solve the problems in the background technology.
In order to achieve the purpose, the invention provides the following technical scheme that the three-dimensional visual control system for the excavation quality of the canal channel construction area comprises the following components:
three-dimensional scanning device for:
Scanning a construction site, acquiring three-dimensional scanning data in real time and generating point cloud data;
data processing means for:
Receiving point cloud data from a three-dimensional scanning device, preprocessing the point cloud data, and converting the point cloud data into a visualized real-time three-dimensional model;
the three-dimensional visual display module is used for:
The processed real-time three-dimensional model is visually displayed through an external image display device, and an identifier, comments and real-time data are superimposed on the real-time three-dimensional model;
The quality comparison detection module is used for:
converting the construction design drawing into a standard three-dimensional model, comparing the real-time three-dimensional model with the standard three-dimensional model to obtain model deviation, identifying a region in which the model deviation exceeds a preset threshold value, marking the region to be corrected, and generating a quality report;
the system control decision module is used for:
receiving feedback of the quality comparison detection module, combining construction history data and field real-time data, generating correction advice and sending an adjustment instruction to a construction field personnel;
The remote communication monitoring module is used for:
transmitting field data to a remote control center in real time based on network communication facilities arranged on a construction site, and receiving a remote control instruction for equipment;
a history data storage module for:
Storing data and a model acquired and generated by a three-dimensional scanning device, a data processing device, a three-dimensional visual display module, a quality comparison detection module, a system control decision module and a remote communication monitoring module in the construction process;
a prediction module for:
acquiring quality reports generated by a quality comparison detection module, determining the quality reports corresponding to P construction sites according to the same time interval, performing numerical processing on the quality reports to form a set S, WhereinFor the value of the first quality report, i.e. the value at the time furthest from the current time,The value of the quality report at the current time, namely the value of the quality report corresponding to the P-th construction site;
Determining a monitoring function for the quality report;
Wherein, As a monitoring function for quality reporting; For the i-th value of the set S, For the ith time period, the first time period,In order to achieve a peripheral rate of the material,For the monitoring coefficients to be solved for, i=1, 2 a. P;
solving for the monitoring coefficient ;
Based on four containing unknownsSolving the equation to obtain the monitoring coefficient;
Obtaining a prediction function according to the monitoring coefficient obtained by solving;
Wherein, In order to predict the function of the object,For the number of times from P times onward, positive integer, x=1, 2..n;
and determining a construction time period according to the construction requirement, determining a maximum X value, and generating a quality early warning prompt when the value obtained by determining the prediction function is smaller than a preset quality threshold based on the maximum X value.
Further, the three-dimensional scanning device is arranged in a construction area, the scanning angle and the frequency are dynamically adjusted according to the construction progress, and three-dimensional scanning data acquired by the three-dimensional scanning device in real time are transmitted to the data processing device in a wireless or wired communication mode.
Further, the data processing device is further configured to:
receiving point cloud data from a three-dimensional scanning device through wireless or wired communication, wherein the point cloud data comprises space coordinate information of each point in a scanning area;
Preprocessing point cloud data and carrying out coordinate normalization processing;
generating a real-time three-dimensional model based on the processed point cloud data, wherein the real-time three-dimensional model comprises morphological characteristics of a construction area, and the morphological characteristics comprise excavation depth, earthwork quantity and side slope angle;
According to the known coordinate points and the reference points of the construction site, the real-time three-dimensional model coordinate system is adjusted to be an actual coordinate system of the construction site;
generating marking points and measuring points on the real-time three-dimensional model, wherein the generating of the marking points and the measuring points integrates the data of each measuring point and each measuring point into the real-time three-dimensional model according to a construction drawing, a design requirement and on-site actual scanning data;
The marking points are used for marking the areas and the features which need to be concerned in the construction process, and the measuring points are used for detecting and verifying the actual size and the shape.
Further, the three-dimensional visual display module includes:
A model rendering unit configured to:
Receiving a real-time three-dimensional model from a data processing device;
Converting the real-time three-dimensional model into computer graphic representation according to the data of the real-time three-dimensional model, and displaying the real-time three-dimensional model on an image display device through a graphic rendering algorithm, wherein the graphic rendering algorithm comprises polygon modeling, illumination calculation and shadow processing;
the model rendering unit and the data processing device keep real-time data exchange, and real-time adjustment and presentation are carried out according to the on-site construction progress and the data update of the real-time three-dimensional model;
A data superimposing unit configured to:
receiving point location data of a marking point and a measuring point from a data processing device, wherein the point location data comprises a marking area, deviation data and notes;
generating marking points and measuring points on the real-time three-dimensional model according to the position determined by the point cloud data and the construction drawing, and dynamically adjusting the visual effects of the marking points and the measuring points according to the actual condition of the construction site and the visual angle of the real-time three-dimensional model;
Superposing real-time data of a construction site onto the real-time three-dimensional model, wherein the real-time data comprises excavation progress, earthwork quantity and slope angle;
and the data superposition unit superimposes the construction quality report, the deviation condition and the correction suggestion on the model according to the feedback of the quality comparison detection module.
Further, the quality comparison detection module includes:
A standard model generating unit for:
receiving a construction design drawing, and extracting design data in the construction design drawing, wherein the design data comprises geometric form, size, depth, earthwork and slope angle information;
According to the design data in the construction design drawing, converting the design data into a standard three-dimensional model;
adjusting the coordinate system of the standard three-dimensional model to be an actual coordinate system of a construction site;
A deviation detecting unit for:
receiving a standard three-dimensional model and a real-time three-dimensional model;
Comparing geometric deviation between the standard three-dimensional model and the real-time three-dimensional model, wherein the calculation of the geometric deviation comprises calculation of spatial distance, angle and depth difference, and obtaining a deviation value of each region;
Setting a deviation threshold, and identifying a region in which the deviation value exceeds an allowable deviation range according to a calculation result of the deviation threshold to the deviation value, so as to generate a deviation detection result, wherein the deviation detection result comprises a deviation region, the deviation value and a deviation type;
Marking a deviation area on the real-time three-dimensional model, and displaying the deviation area through a three-dimensional visual display module;
a quality feedback generation unit for:
a quality report is generated based on the deviation detection results, the content of the quality report including the location of each deviation zone and the deviation value.
Further, the system control decision module includes:
A deviation judging unit for:
receiving a deviation detection result from a quality comparison detection module;
setting a tolerance threshold, wherein the tolerance threshold is dynamically adjusted according to the requirements of a construction stage, a construction progress and a construction area;
Comparing the deviation value of each deviation area with a tolerance threshold value, automatically judging whether the deviation value exceeds an allowable range, and if the deviation value exceeds the threshold value range of the tolerance threshold value, marking the current deviation area as an area to be corrected;
a correction advice generation unit configured to:
Based on the deviation judging result and the historical construction data, making a correction suggestion for each deviation area, wherein the correction suggestion comprises an adjustment construction method, equipment type, personnel equipment and construction sequence adjustment;
Summarizing all correction suggestions, and generating a correction suggestion report;
And automatically sending an adjustment instruction to a construction site personnel based on the correction proposal report, wherein the content of the adjustment instruction comprises resource allocation, progress adjustment and construction strategy adjustment.
Further, the remote communication monitoring module is further configured to:
The method comprises the steps of acquiring data of a three-dimensional scanning device and a data processing device of a construction site in real time in a wireless and wired mode, and updating the data to a remote control center in real time;
Feeding back equipment state data of the construction field equipment to a remote control center in real time, wherein the equipment state data comprises the working state and the operation parameters of the equipment;
Receiving a remote control command sent by a remote control center to equipment on a construction site through a communication platform, wherein the remote control command comprises commands for starting, stopping and adjusting working parameters of the equipment;
automatically adjusting the working state of the equipment according to the remote control instruction;
each time the device executes a remote control instruction, a confirmation message will be sent to the remote control center.
Further, the history data storage module is further configured to:
when inquiring the stored data, authenticating the identity and authority of the inquiring user;
Data encryption is carried out on the data in the storage and transmission processes;
and configuring a disaster recovery mechanism, and recovering through backup data when data loss or system crash occurs.
Further, the construction process verification module is used for:
calculating a first construction index of the construction area based on the earth volume of the construction area, the maximum diameter and the minimum diameter of the construction area and the depth of the construction area in the real-time three-dimensional model generated by the data processing device;
Wherein, The first construction index is a construction area; In order to achieve a peripheral rate of the material, For the amount of earth in the construction area,Is the maximum diameter of the construction area; for the smallest diameter of the construction area, Is the depth of the construction area; to integrate a function with x, said Is that;
Acquiring a picture of the construction area, converting the picture into a pixel point matrix B after graying, and calculating a second construction index of the construction area;
Wherein, As an intermediate parameter, a parameter which is a function of the parameter,The value of the ith row and the jth column of the matrix B is L, the number of rows of the matrix B, m is the number of columns of the matrix B, and DE is a second construction index of the construction area; i=1, 2 the number of the groups of the group of the groups, a. The preparation method comprises the steps of (1);
determining a verification result of a construction process of the construction area according to the first construction index and the first construction index of the construction area;
Wherein rt is the verification result of the construction process of the construction area; is a natural constant; is a logarithmic function based on e;
And when the verification result rt is determined to be larger than the preset threshold value, the construction process verification of the construction area is indicated to pass, otherwise, the construction process verification of the construction area is indicated to not pass.
Compared with the prior art, the invention has the beneficial effects that:
1. According to the invention, through the close cooperation of the three-dimensional scanning device, the data processing device and the quality comparison detection module, the three-dimensional data of the construction site can be accurately obtained and compared with the standard three-dimensional model generated by the design drawing, the point cloud data of the construction site can be obtained and processed in real time, the system can rapidly identify the areas with the design deviation, particularly the parts exceeding the allowable tolerance range, the construction quality is greatly improved, the hidden quality trouble caused by the manual detection is reduced, the construction operator can timely adjust the construction operation according to the real-time deviation data, the construction quality of each stage is ensured to always accord with the design standard, the quality defect possibly occurring in the traditional construction is avoided, and the construction precision and reliability are greatly improved.
2. According to the invention, three-dimensional scanning, data processing, visual display and decision support functions are highly integrated, real-time data of a construction site can be converted into an intuitive three-dimensional visual model, seamless data interaction is realized between the construction site and a remote control center, a manager can check key information such as construction progress, construction quality, construction deviation and the like in real time through the three-dimensional visual display module, change of the construction site is monitored in real time, work efficiency of site constructors is improved, a remote manager can make accurate decisions at any time, a system control decision module combines historical data with real-time data, scientific correction suggestions are provided for the constructors through an intelligent algorithm, a construction strategy can be automatically adjusted, construction method, equipment selection and resource allocation are optimized, comprehensive management level of construction is improved, remote control instructions can be accepted by means of a remote communication monitoring module, remote control and system of the construction site, operations such as remote regulation and parameter adjustment of the equipment are realized, and flexibility and response speed of construction management are further improved.
3. The historical data storage module realizes the centralized storage and efficient management of various data in the construction process, adopts a strict data encryption and authority control mechanism, ensures the safety of the data in the storage and transmission processes, effectively prevents the data from being revealed and illegally accessed, ensures the confidentiality and the integrity of the construction data, provides complete construction data recording and auditing functions for projects along with the continuous accumulation of the historical data, not only facilitates the tracing and management of the construction progress, but also provides reliable basis for the subsequent quality evaluation and problem solving, enhances the transparency and responsibility tracing capability of project management, promotes the long-term sustainability of project projects, and also provides powerful support for the quality management and risk management of the projects.
Detailed Description
The following description of the embodiments of the present invention will be made clearly and completely with reference to the accompanying drawings, in which it is apparent that the embodiments described are only some embodiments of the present invention, but not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.
Referring to fig. 1, the present invention provides the following technical solutions:
Three-dimensional visual control system of canal channel construction area excavation quality includes:
three-dimensional scanning device for:
Scanning a construction site, acquiring three-dimensional scanning data in real time and generating point cloud data, wherein the three-dimensional scanning device is arranged in a construction area, dynamically adjusts the scanning angle and frequency according to the construction progress, and transmits the three-dimensional scanning data acquired by the three-dimensional scanning device in real time to the data processing device in a wireless or wired communication mode;
data processing means for:
Receiving point cloud data from a three-dimensional scanning device, preprocessing the point cloud data, and converting the point cloud data into a visualized real-time three-dimensional model;
the three-dimensional visual display module is used for:
The processed real-time three-dimensional model is visually displayed through an external image display device, and an identifier, comments and real-time data are superimposed on the real-time three-dimensional model;
The quality comparison detection module is used for:
converting the construction design drawing into a standard three-dimensional model, comparing the real-time three-dimensional model with the standard three-dimensional model to obtain model deviation, identifying a region in which the model deviation exceeds a preset threshold value, marking the region to be corrected, and generating a quality report;
the system control decision module is used for:
receiving feedback of the quality comparison detection module, combining construction history data and field real-time data, generating correction advice and sending an adjustment instruction to a construction field personnel;
The remote communication monitoring module is used for:
transmitting field data to a remote control center in real time based on network communication facilities arranged on a construction site, and receiving a remote control instruction for equipment;
a history data storage module for:
The method comprises the steps of storing data and models acquired and generated by a three-dimensional scanning device, a data processing device, a three-dimensional visual display module, a quality comparison detection module, a system control decision module and a remote communication monitoring module in the construction process, authenticating the identity and authority of a querying user when querying the stored data, encrypting the data in the storage and transmission process, configuring a disaster recovery mechanism, and recovering through backup data when data loss or system breakdown occurs.
A prediction module for:
acquiring quality reports generated by a quality comparison detection module, determining the quality reports corresponding to P construction sites according to the same time interval, performing numerical processing on the quality reports to form a set S, WhereinFor the value of the first quality report, i.e. the value at the time furthest from the current time,The value of the quality report at the current time, namely the value of the quality report corresponding to the P-th construction site;
Determining a monitoring function for the quality report;
Wherein, As a monitoring function for quality reporting; For the i-th value of the set S, For the ith time period, the first time period,In order to achieve a peripheral rate of the material,For the monitoring coefficients to be solved for, i=1, 2 a. P;
solving for the monitoring coefficient ;
Based on four containing unknownsSolving the equation to obtain the monitoring coefficient;
Obtaining a prediction function according to the monitoring coefficient obtained by solving;
Wherein, In order to predict the function of the object,For the number of times from P times onward, positive integer, x=1, 2..n;
and determining a construction time period according to the construction requirement, determining a maximum X value, and generating a quality early warning prompt when the value obtained by determining the prediction function is smaller than a preset quality threshold based on the maximum X value.
The working principle of the technical scheme is that quality reports of P construction sites are collected according to fixed time intervals, and the quality reports are subjected to numerical processing to form a set S. A monitoring function L (S) is defined which is used to evaluate the difference between the actual quality report value and the predicted value. The monitoring function L (S) is obtained by summing the squares of the differences between each value in the set S and the calculation of a particular expression. This expression contains the monitoring coefficient ∂ 1、∂2、∂3、∂4 and the trigonometric function calculation associated with the number i. The monitoring coefficients are solved by a series of equations derived by deflecting the monitoring function about each monitoring coefficient and making it equal to 0 in order to find the monitoring coefficient value that optimizes the monitoring function. Once the monitoring coefficients are solved, a prediction function f (X) is obtained which predicts the future quality condition based on the previously determined monitoring coefficients and the new number X. Where X is the number of times after P times. And determining a construction time period according to the construction requirement, and determining the maximum X value. And generating a quality early warning prompt when the value obtained by the prediction function f (X) is smaller than a preset quality threshold value based on the maximum X value.
The technical scheme has the beneficial effects that the monitoring coefficient is solved by utilizing a mathematical method through collecting and analyzing historical quality report data, so that a prediction function is constructed. The prediction function can predict the quality condition of future construction sites and generate quality early warning prompts when necessary, thereby helping constructors to take measures in advance and ensuring the construction quality. The method improves the quality management efficiency and accuracy of the construction site, and is beneficial to reducing the occurrence of quality problems.
In the embodiment, the three-dimensional scanning device can acquire the construction site information with higher precision in a shorter time, dynamically adjust the scanning angle and frequency, adapt to the continuous changing requirement of the construction site, generate an accurate three-dimensional model through the data acquired in real time, help constructors to more intuitively understand the state of the construction site, discover potential problems in time, reduce construction errors and delays, transmit the data to the data processing device in a wireless or wired communication mode, ensure the real-time performance and the integrity of the data, ensure that constructors can acquire the latest information of the construction area at any moment through continuous real-time data acquisition, and provide powerful support for construction quality control and progress scheduling.
In the embodiment, by integrating advanced three-dimensional scanning, data processing, visual display, quality detection, control decision, remote communication monitoring and other technical modules, efficient management and accurate control in the construction process are realized, data are collected in real time on a construction site, and a high-precision three-dimensional model is generated, so that constructors, quality control personnel and decision makers can timely master construction progress, construction quality and equipment state, and engineering quality and progress are ensured to reach an optimal control level.
In the embodiment, through visual display of real-time data, constructors can intuitively check the condition of a construction site, so that errors and hysteresis problems possibly occurring in traditional manual measurement are avoided, the quality comparison detection module can automatically identify construction deviation through comparison with a design drawing, correction suggestions are given in real time, and efficiency and accuracy of construction quality control are greatly improved.
In the embodiment, the system accumulates a large amount of construction data through the historical data storage module, data support is provided for follow-up construction optimization, meanwhile, the requirement of manual intervention is reduced through real-time data transmission and equipment control of the remote communication monitoring module, the automation and intelligent level of the construction process is improved, the multiple modules of the system work cooperatively, the transparency, accuracy and efficiency of the construction process are greatly improved, and the manual error and the construction risk are reduced.
The data processing device is also used for:
receiving point cloud data from a three-dimensional scanning device through wireless or wired communication, wherein the point cloud data comprises space coordinate information of each point in a scanning area;
Preprocessing point cloud data and carrying out coordinate normalization processing;
generating a real-time three-dimensional model based on the processed point cloud data, wherein the real-time three-dimensional model comprises morphological characteristics of a construction area, and the morphological characteristics comprise excavation depth, earthwork quantity and side slope angle;
According to the known coordinate points and the reference points of the construction site, the real-time three-dimensional model coordinate system is adjusted to be an actual coordinate system of the construction site;
generating marking points and measuring points on the real-time three-dimensional model, wherein the generating of the marking points and the measuring points integrates the data of each measuring point and each measuring point into the real-time three-dimensional model according to a construction drawing, a design requirement and on-site actual scanning data;
The marking points are used for marking the areas and the features which need to be concerned in the construction process, and the measuring points are used for detecting and verifying the actual size and the shape.
In the embodiment, the data processing device performs preprocessing and conversion on the point cloud data acquired by the three-dimensional scanning device to generate a real-time three-dimensional model, performs coordinate normalization and morphological feature extraction on the original point cloud data, and interfaces the real-time three-dimensional model with an actual coordinate system of a construction site, so that the accuracy of the data is ensured, a constructor can quickly obtain an accurate construction site model through efficient data processing of the data processing device, an accurate basis is provided for subsequent quality detection, progress tracking and decision making, and a marked point and a measuring point generated on the real-time three-dimensional model can intuitively display construction progress and potential quality problems, so that the construction site management is more scientific and efficient.
A three-dimensional visual display module comprising:
A model rendering unit configured to:
Receiving a real-time three-dimensional model from a data processing device;
Converting the real-time three-dimensional model into computer graphic representation according to the data of the real-time three-dimensional model, and displaying the real-time three-dimensional model on an image display device through a graphic rendering algorithm, wherein the graphic rendering algorithm comprises polygon modeling, illumination calculation and shadow processing;
the model rendering unit and the data processing device keep real-time data exchange, and real-time adjustment and presentation are carried out according to the on-site construction progress and the data update of the real-time three-dimensional model;
A data superimposing unit configured to:
receiving point location data of a marking point and a measuring point from a data processing device, wherein the point location data comprises a marking area, deviation data and notes;
generating marking points and measuring points on the real-time three-dimensional model according to the position determined by the point cloud data and the construction drawing, and dynamically adjusting the visual effects of the marking points and the measuring points according to the actual condition of the construction site and the visual angle of the real-time three-dimensional model;
Superposing real-time data of a construction site onto the real-time three-dimensional model, wherein the real-time data comprises excavation progress, earthwork quantity and slope angle;
and the data superposition unit superimposes the construction quality report, the deviation condition and the correction suggestion on the model according to the feedback of the quality comparison detection module.
In the embodiment, the three-dimensional model after real-time processing is rendered through a computer graphic processing technology and displayed on an external image display device, visual construction site information is provided for construction managers, and the displayed three-dimensional model has high realism and operability through graphic rendering algorithms such as polygon modeling, illumination calculation, shadow processing and other technologies, so that the constructors can be helped to deeply understand various characteristics of a construction area, the visual effect is further enhanced by superposing real-time data of the construction site into the three-dimensional model, the model is updated in real time, display content is adjusted according to construction progress, the constructors are helped to know the progress of the current construction stage and various construction parameters, and accordingly more accurate construction adjustment and resource allocation are achieved.
Quality contrast detection module includes:
A standard model generating unit for:
receiving a construction design drawing, and extracting design data in the construction design drawing, wherein the design data comprises geometric form, size, depth, earthwork and slope angle information;
According to the design data in the construction design drawing, converting the design data into a standard three-dimensional model;
adjusting the coordinate system of the standard three-dimensional model to be an actual coordinate system of a construction site;
A deviation detecting unit for:
receiving a standard three-dimensional model and a real-time three-dimensional model;
Comparing geometric deviation between the standard three-dimensional model and the real-time three-dimensional model, wherein the calculation of the geometric deviation comprises calculation of spatial distance, angle and depth difference, and obtaining a deviation value of each region;
Setting a deviation threshold, and identifying a region in which the deviation value exceeds an allowable deviation range according to a calculation result of the deviation threshold to the deviation value, so as to generate a deviation detection result, wherein the deviation detection result comprises a deviation region, the deviation value and a deviation type;
Marking a deviation area on the real-time three-dimensional model, and displaying the deviation area through a three-dimensional visual display module;
a quality feedback generation unit for:
a quality report is generated based on the deviation detection results, the content of the quality report including the location of each deviation zone and the deviation value.
In the embodiment, the core function of the quality comparison detection module is to convert a construction design drawing into a standard three-dimensional model, compare the standard three-dimensional model with a real-time three-dimensional model generated on site, identify deviation areas, automatically calculate geometric deviations among the models, including differences of space distance, angle and depth, discover any deviation occurring in the construction process in time, judge which deviation exceeds a preset allowable range by setting a deviation threshold value, generate a quality report, clearly indicate areas needing correction, reduce the workload of manual inspection and quality control, greatly improve the precision and efficiency of construction quality control, and visually identify the deviation areas by combining with the three-dimensional visual display module, ensure that constructors can discover and correct problems in the first time, and avoid serious quality problems.
A system control decision module comprising:
A deviation judging unit for:
receiving a deviation detection result from a quality comparison detection module;
setting a tolerance threshold, wherein the tolerance threshold is dynamically adjusted according to the requirements of a construction stage, a construction progress and a construction area;
Comparing the deviation value of each deviation area with a tolerance threshold value, automatically judging whether the deviation value exceeds an allowable range, and if the deviation value exceeds the threshold value range of the tolerance threshold value, marking the current deviation area as an area to be corrected;
a correction advice generation unit configured to:
Based on the deviation judging result and the historical construction data, making a correction suggestion for each deviation area, wherein the correction suggestion comprises an adjustment construction method, equipment type, personnel equipment and construction sequence adjustment;
Summarizing all correction suggestions, and generating a correction suggestion report;
And automatically sending an adjustment instruction to a construction site personnel based on the correction proposal report, wherein the content of the adjustment instruction comprises resource allocation, progress adjustment and construction strategy adjustment.
In the above embodiment, by receiving the feedback of the quality comparison detection module and combining the construction history data and the real-time data, the system can automatically generate the correction advice, send the adjustment instruction to the construction site personnel, dynamically adjust the tolerance threshold according to different construction stages, construction areas and construction progress, accurately judge whether to take the correction measures, automatically send the adjustment instruction to the construction site personnel according to the report of the correction advice, instruct the constructor to optimally adjust the construction method, equipment type, personnel allocation and construction sequence, realize the fine management in the construction process, improve the overall efficiency and quality of construction, and reduce the construction risk and cost.
The remote communication monitoring module is further used for:
The method comprises the steps of acquiring data of a three-dimensional scanning device and a data processing device of a construction site in real time in a wireless and wired mode, and updating the data to a remote control center in real time;
Feeding back equipment state data of the construction field equipment to a remote control center in real time, wherein the equipment state data comprises the working state and the operation parameters of the equipment;
Receiving a remote control command sent by a remote control center to equipment on a construction site through a communication platform, wherein the remote control command comprises commands for starting, stopping and adjusting working parameters of the equipment;
automatically adjusting the working state of the equipment according to the remote control instruction;
each time the device executes a remote control instruction, a confirmation message will be sent to the remote control center.
In the above embodiment, the main function of the remote communication monitoring module is to realize real-time data transmission and remote control of equipment between the construction site and the remote control center, the data and equipment state of the construction site can be fed back to the remote control center in real time, a manager can know the progress condition and the equipment running state of the construction site in time, and when equipment faults or construction deviations occur, the remote control center can send out instructions through the module to adjust the working state of the field equipment, so that manual intervention is reduced, the automation level of the construction process is improved, the space limitation of the field construction and remote management is broken, and the flexibility and the response speed of the management of the construction site are improved.
Further, the construction process verification module is used for:
calculating a first construction index of the construction area based on the earth volume of the construction area, the maximum diameter and the minimum diameter of the construction area and the depth of the construction area in the real-time three-dimensional model generated by the data processing device;
Wherein, The first construction index is a construction area; In order to achieve a peripheral rate of the material, For the amount of earth in the construction area,Is the maximum diameter of the construction area; for the smallest diameter of the construction area, Is the depth of the construction area; to integrate a function with x, said Is that;
Acquiring a picture of the construction area, converting the picture into a pixel point matrix B after graying, and calculating a second construction index of the construction area;
Wherein, As an intermediate parameter, a parameter which is a function of the parameter,The value of the ith row and the jth column of the matrix B is L, the number of rows of the matrix B, m is the number of columns of the matrix B, and DE is a second construction index of the construction area; i=1, 2 the number of the groups of the group of the groups, a. The preparation method comprises the steps of (1);
determining a verification result of a construction process of the construction area according to the first construction index and the first construction index of the construction area;
Wherein rt is the verification result of the construction process of the construction area; is a natural constant; is a logarithmic function based on e;
And when the verification result rt is determined to be larger than the preset threshold value, the construction process verification of the construction area is indicated to pass, otherwise, the construction process verification of the construction area is indicated to not pass.
The working principle of the technical scheme is that a first construction index (ZB) of a construction area is calculated by using a given formula based on the earthwork, the maximum diameter, the minimum diameter and the depth of the construction area in a real-time three-dimensional model. The formula takes into account the shape (described by maximum and minimum diameters) and the amount of earth and the integral calculation of depth of the construction area. This index comprehensively reflects some of the geometric and earthwork-related characteristics of the construction area. And obtaining a picture of the construction area, and converting the picture into a pixel point matrix B after graying. The average gray value (jz) and gray standard Deviation (DE) of the matrix B are calculated as the second construction index of the construction area using a given formula. The average gray value reflects the overall brightness of the image, and the gray standard deviation reflects the degree of variation in the brightness of the image. According to the first construction index (ZB) and the second construction index (jz and DE), a verification result (rt) of the construction process is calculated using a given formula. The formula combines the logarithmic value, the average gray value and the square term and the primary term of the gray standard deviation of the first construction index, and carries out operation through an exponential function. The verification result (rt) is a value between 0 and 1, which is used to indicate the conformity of the construction process. The verification result (rt) is compared with a preset threshold. If the verification result is larger than the preset threshold value, the verification result indicates that the construction process verification of the construction area is passed, and otherwise, the verification result indicates that the construction process verification is not passed.
The technical scheme has the beneficial effects that the construction process verification module determines the verification result of the construction process by calculating the first construction index and the second construction index of the construction area and comprehensively evaluating the two indexes. The method combines the information of the shape, the earthwork quantity, the image gray level and the like of the construction area, and can evaluate the conformity degree of the construction process more comprehensively. By setting the preset threshold, the construction process can be automatically verified and judged, and the efficiency and accuracy of construction management are improved.
The foregoing is only a preferred embodiment of the present invention, but the scope of the present invention is not limited thereto, and any person skilled in the art, who is within the scope of the present invention, should be covered by the protection scope of the present invention by making equivalents and modifications to the technical solution and the inventive concept thereof.