CN111046075A - Project supervision informatization construction and management method and device - Google Patents
Project supervision informatization construction and management method and device Download PDFInfo
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- CN111046075A CN111046075A CN201911324364.4A CN201911324364A CN111046075A CN 111046075 A CN111046075 A CN 111046075A CN 201911324364 A CN201911324364 A CN 201911324364A CN 111046075 A CN111046075 A CN 111046075A
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- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
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Abstract
The invention relates to the technical field of computer technology, in particular to an engineering supervision informatization construction and management method and a device, wherein the engineering supervision informatization construction and management method comprises the following steps: s10: acquiring supervision monitoring data, wherein the supervision monitoring data comprises monitoring time and construction site condition data; s20: acquiring a preset supervision monitoring model, and inputting the construction site data into the supervision monitoring model for detection to obtain a detection result; s30: obtaining a construction progress data table, and matching corresponding construction progress data according to the monitoring time; s40: and comparing the construction progress data with the detection result to obtain a corresponding comparison result, wherein the comparison result comprises progress normal data and progress abnormal data. The invention has the effects of improving informatization of project supervision and reducing the working strength of supervision personnel.
Description
Technical Field
The invention relates to the technical field of computer technology, in particular to an engineering supervision informatization construction and management method and device.
Background
At present, in the engineering construction, a supervision unit usually participates in the engineering monitoring and management. When supervising the construction units, the supervising unit usually controls the quality, cost and progress of the construction project in the construction stage according to laws and regulations, engineering construction standards, survey design files and contracts, manages the contracts and information, coordinates the relationship of the relevant parties of the engineering construction, and performs the service activities of the legal obligations of the safety production management of the construction project.
In the existing engineering supervision, in order to facilitate supervision personnel to supervise and manage a construction site, a remote monitoring device is installed on the construction site so as to prevent the supervision personnel from guiding running waves to influence construction management of the construction site. Chinese patent with publication number CN105607562A discloses an engineering supervision and construction informatization device, which comprises a plurality of data collectors and a control device connected with the data collectors, wherein each data collector comprises a camera and a transmission device used for transmitting video information collected by the camera, the transmission device comprises a ZigBee chip, the ZigBee chip is connected with the control device through a wireless ad hoc network, and a hardware firewall is further connected between the control device and the data collectors.
In order to facilitate supervision and management of a supervisor on a construction site, the remote monitoring device needs to be checked for a long time, the work of the supervisor is increased, and therefore space is improved.
Disclosure of Invention
The invention aims to provide an engineering supervision informatization construction and management method and device for improving the informatization of engineering supervision and reducing the working strength of supervision personnel.
The above object of the present invention is achieved by the following technical solutions:
an engineering supervision informatization construction and management method comprises the following steps:
s10: acquiring supervision monitoring data, wherein the supervision monitoring data comprises monitoring time and construction site condition data;
s20: acquiring a preset supervision monitoring model, and inputting the construction site data into the supervision monitoring model for detection to obtain a detection result;
s30: obtaining a construction progress data table, and matching corresponding construction progress data according to the monitoring time;
s40: and comparing the construction progress data with the detection result to obtain a corresponding comparison result, wherein the comparison result comprises progress normal data and progress abnormal data.
Through adopting above-mentioned technical scheme, through after obtaining the supervision control data, the job site situation data in this supervision control data is imported to the supervision control data automatically and is detected, and then can obtain the testing result automatically, and simultaneously, use this construction progress data sheet, can be according to this construction progress data sheet, whether the comparison is gone on according to the plan to the construction progress that appears, obtain corresponding comparison result, make the supervisor can obtain the condition of job site through the comparison result, thereby need not real-time to monitoring device real time monitoring, and then can reduce construction supervisor's working strength, also can guarantee the effect to the ready supervision of construction simultaneously.
The invention is further configured to: before step S20, the project supervision informatization management method further includes the following steps:
s201: acquiring historical supervision data;
s202: acquiring corresponding historical construction scheme data from the historical supervision data, and splitting the corresponding historical construction scheme data according to the historical scheme data to obtain construction node data;
s203: and training the same construction node data one by one to obtain a corresponding construction node model.
Through adopting above-mentioned technical scheme, through carrying out the split to historical supervision data according to the historical construction scheme data that corresponds, simultaneously, train the back to the construction node data that the split obtained, obtain this construction node model, can be convenient for follow-up use when the control of engineering supervision, promote the efficiency of control supervision.
The invention is further configured to: step S203 includes:
s2031: performing pairwise matching query on all the historical scheme data to obtain the successfully matched data types which are used as the same data types to be split;
s2032: dividing the construction node data obtained by splitting the same split data type into a group as a data packet to be trained;
s2033: and training the data packets to be trained one by one to obtain the construction node model.
By adopting the technical scheme, the same construction node data is divided into a group, and the obtained data packet to be trained is trained, so that the obtained construction node model corresponds to the construction scheme data, the precision of the construction node model is improved, and the supervision effect is improved.
The invention is further configured to: step S20 includes:
s21: acquiring construction scheme data, wherein the construction scheme data comprises progress node data and node time corresponding to each progress node data;
s22: and acquiring the corresponding construction node model according to the progress node data to serve as the supervision monitoring model.
By adopting the technical scheme, the corresponding construction node model is automatically matched according to the construction scheme data, and the supervision monitoring model corresponding to the current construction scheme data can be obtained.
The invention is further configured to: after step S40, the project supervision informatization management method further includes:
s50: if the comparison result is the progress abnormal data, acquiring supervisor information;
s60: and generating supervision early warning information according to the progress abnormal data, and sending the supervision early warning information to a supervision personnel client according to the supervision personnel information.
By adopting the technical scheme, when the progress abnormal data are compared, the progress abnormal data are sent to the corresponding supervision personnel client, so that supervision personnel can supervise the site in time.
The second aim of the invention is realized by the following technical scheme:
the utility model provides an engineering supervision informationization management device, its characterized in that, engineering supervision informationization management device includes:
the system comprises a data acquisition module, a data processing module and a data processing module, wherein the data acquisition module is used for acquiring supervision monitoring data, and the supervision monitoring data comprises monitoring time and construction site condition data;
the model acquisition module is used for acquiring a preset supervision monitoring model, inputting the construction site data into the supervision monitoring model for detection and obtaining a detection result;
the schedule acquisition module is used for acquiring a construction schedule data table and matching corresponding construction schedule data according to the monitoring time;
and the monitoring comparison module is used for comparing the construction progress data with the detection result to obtain a corresponding comparison result, and the comparison result comprises progress normal data and progress abnormal data.
Through adopting above-mentioned technical scheme, through after obtaining the supervision control data, the job site situation data in this supervision control data is imported to the supervision control data automatically and is detected, and then can obtain the testing result automatically, and simultaneously, use this construction progress data sheet, can be according to this construction progress data sheet, whether the comparison is gone on according to the plan to the construction progress that appears, obtain corresponding comparison result, make the supervisor can obtain the condition of job site through the comparison result, thereby need not real-time to monitoring device real time monitoring, and then can reduce construction supervisor's working strength, also can guarantee the effect to the ready supervision of construction simultaneously.
In conclusion, the beneficial technical effects of the invention are as follows:
1. after the supervision monitoring data are obtained, construction site condition data in the supervision monitoring data are automatically input into the supervision monitoring data for detection, so that a detection result can be automatically obtained, meanwhile, by using the construction progress data table, whether the existing construction progress is carried out according to a plan can be compared according to the construction progress data table, and a corresponding comparison result is obtained, so that a supervisor can obtain the condition of a construction site through the comparison result, real-time monitoring on a monitoring device is not needed, the working strength of the construction supervisor can be reduced, and the ready supervision effect on construction can be ensured;
2. according to the construction scheme data, the corresponding construction node models are automatically matched, and a supervision monitoring model corresponding to the current construction scheme data can be obtained;
3. when the progress abnormal data are compared, the progress abnormal data are sent to the corresponding supervision personnel client, so that supervision personnel can supervise the site in time.
Drawings
FIG. 1 is a flowchart of a method for project supervision informatization management according to an embodiment of the present invention;
FIG. 2 is another flowchart of a construction supervision informatization management method according to an embodiment of the present invention;
FIG. 3 is a flowchart illustrating an implementation of step S203 in the project supervision informatization management method according to an embodiment of the present invention;
FIG. 4 is a flowchart illustrating an implementation of step S20 in the project supervision information management method according to an embodiment of the present invention;
FIG. 5 is another flowchart of a method for managing project administration information according to an embodiment of the present invention;
fig. 6 is a schematic block diagram of an engineering supervision informatization management device in an embodiment of the invention.
Detailed Description
The present invention will be described in further detail with reference to the accompanying drawings.
The first embodiment is as follows:
in an embodiment, as shown in fig. 1, the present invention discloses an engineering supervision informatization construction and management method, which specifically includes the following steps:
s10: acquiring supervision monitoring data, wherein the supervision monitoring data comprises monitoring time and construction site condition data.
In this embodiment, the supervision and monitoring data set refers to image data of a construction site obtained through monitoring, and is used for supervision work of supervision personnel. The job site condition data is video image data reflecting the condition of the job site in the supervision and monitoring data. The monitoring time is data of actual time corresponding to the data of the construction site condition.
Specifically, the camera monitoring device is installed on the construction site and then connected to the background monitoring platform through a wired or wireless network, so that the supervision personnel can check the condition of the construction site through the monitoring platform. Furthermore, supervision monitoring data consisting of construction site condition data and corresponding monitoring time is obtained from the camera monitoring device.
S20: and acquiring a preset supervision monitoring model, and inputting the construction site data into the supervision monitoring model for detection to obtain a detection result.
In this embodiment, the supervision and monitoring model refers to a model trained in advance and used for detecting the current construction situation from the construction site data.
Specifically, the proctoring monitoring model is obtained from a database in which the proctoring monitoring model is stored. And further, inputting the construction site data into the supervision and monitoring model, and taking the obtained result as the detection result.
S30: and acquiring a construction progress data table, and matching corresponding construction progress data according to the monitoring time.
In the present embodiment, the construction progress data table refers to a data table of the predicted progress of the construction project. The construction progress data is construction progress data corresponding to the monitoring time in the construction progress data table.
Specifically, the monitoring time is used for performing matching query in the construction progress data table, and a query result is used as the construction progress data. Preferably, the construction progress data can also comprise corresponding quality, safety and the like data tables.
S40: and comparing the construction progress data with the detection result to obtain a corresponding comparison result, wherein the comparison result comprises progress normal data and progress abnormal data.
Specifically, the construction progress data and the detection result are used for comparison, and if the construction progress fed back in the detection result conforms to the construction progress data within the same monitoring time, normal progress data are generated. And if the construction progress fed back in the detection result exceeds or is insufficient in the construction progress data within the same monitoring time, generating progress abnormal data.
In an embodiment, as shown in fig. 2, before step S20, the project supervision informatization management method further includes the following steps:
s201: and acquiring historical supervision data.
In this embodiment, the historical monitoring data refers to the proctoring data stored in the database of the proctoring unit in the past period.
Specifically, the historical proctoring data is obtained from a preset database.
S202: and acquiring corresponding historical construction scheme data from the historical supervision data, and splitting the corresponding historical construction scheme data according to the historical scheme data to obtain construction node data.
In this embodiment, the historical construction plan data refers to construction plan data of each project in the historical administration data. The historical project data refers to data of specific project flow steps in each historical construction project data. The construction node data refers to data of each specific construction step and progress.
Specifically, all the historical construction plan data are acquired from the historical supervision data. And acquiring historical project data of each engineering project from the historical construction project data.
Further, each historical scheme data is split into specific construction node data.
S203: and training the same construction node data one by one to obtain a corresponding construction node model.
Specifically, after dividing the construction node data obtained by using the same historical scheme data into a group, corresponding training is performed to obtain the construction node model.
In an embodiment, as shown in fig. 3, in step S203, the same construction node data is trained one by one to obtain a corresponding construction node model, which specifically includes the following steps:
s2031: and performing pairwise matching query in all historical scheme data to obtain the data types to be split which are successfully matched and are used as the same data types to be split.
In this embodiment, the data type to be split refers to a data type obtained by splitting the construction node data from the historical construction scheme data.
Specifically, matching is performed between every two data in all historical scheme data, and the same data type successfully matched is used as the data type to be split.
S2032: and dividing the construction node data obtained by using the same split data type into a group as a data packet to be trained.
Specifically, after the data type to be split is used for splitting the historical scheme data, the obtained construction node data is divided into a group, and the data packet to be trained is obtained.
S2033: and training the data packets to be trained one by one to obtain a construction node model.
Specifically, the existing artificial intelligence training method is adopted to train the data packets to be trained in modes of downsampling, feature extraction, feature vector construction and the like one by one to obtain a construction node model.
In an embodiment, as shown in fig. 4, in step S20, acquiring the preset proctoring monitoring model specifically includes the following steps:
s21: and acquiring construction scheme data, wherein the construction scheme data comprises progress node data and node time corresponding to each progress node data.
In the present embodiment, the construction plan data is data of a construction plan of a construction project being managed. The progress node data refers to each step node in the construction plan data. The node time is the start time and completion time corresponding to each progress node.
S22: and acquiring a corresponding construction node model according to the progress node data to serve as a supervision monitoring model.
Specifically, the corresponding construction node model is obtained from the database in which the construction node model is stored through the progress node data, and each construction node model is assigned to the corresponding node time as the supervision and monitoring model.
In an embodiment, as shown in fig. 5, after step S40, the project supervision informatization management method further includes the following steps:
s50: and if the comparison result is progress abnormal data, acquiring the information of the proctoring personnel.
In this embodiment, the progress abnormality data refers to data in which an abnormality occurs at the start time and/or the end time of a node under construction.
Specifically, if the supervision monitoring data acquired by the camera monitoring device on the construction site is input into the supervision monitoring model, the corresponding progress node data is matched through the supervision monitoring data, and the node time of the progress node data obtained through calculation is slower or faster than the planned start time or end time in the construction scheme, the progress abnormal data is generated. Further, acquiring supervision personnel information of a worker responsible for project supervision.
S60: and generating supervision early warning information according to the progress abnormal data, and sending the supervision early warning information to a supervision personnel client according to the supervision personnel information.
Specifically, supervision early warning information is generated according to the progress abnormal data, and is sent to the supervision personnel client side according to the supervision personnel information.
It should be understood that, the sequence numbers of the steps in the foregoing embodiments do not imply an execution sequence, and the execution sequence of each process should be determined by its function and inherent logic, and should not constitute any limitation to the implementation process of the embodiments of the present invention.
Example two:
in an embodiment, an engineering supervision informatization construction and management device is provided, and the engineering supervision informatization construction and management device corresponds to the engineering supervision informatization construction and management method in the embodiment one to one. As shown in fig. 6, the project supervision informatization management device includes a data acquisition module 10, a model acquisition module 20, a schedule acquisition module 30 and a monitoring comparison module 40. The functional modules are explained in detail as follows:
the data acquisition module 10 is used for acquiring supervision monitoring data, wherein the supervision monitoring data comprises monitoring time and construction site condition data;
the model acquisition module 20 is used for acquiring a preset supervision monitoring model, inputting construction site data into the supervision monitoring model for detection, and obtaining a detection result;
the schedule obtaining module 30 is configured to obtain a construction schedule data table, and match corresponding construction schedule data according to the monitoring time;
and the monitoring comparison module 40 is used for comparing the construction progress data with the detection result to obtain a corresponding comparison result, wherein the comparison result comprises progress normal data and progress abnormal data.
Preferably, the project supervision informatization management device further comprises:
a history data obtaining module 201, configured to obtain history management data;
the splitting module 202 is configured to obtain corresponding historical construction scheme data from the historical administrative data, and split the corresponding historical construction scheme data according to the historical construction scheme data to obtain construction node data;
and the model training module 203 is used for training the same construction node data one by one to obtain a corresponding construction node model.
Preferably, the model training module 203 comprises:
the matching sub-module 2031 is configured to perform pairwise matching query on all historical solution data to obtain a data type to be split that is successfully matched as the same data type to be split;
the splitting submodule 2032 is configured to divide the construction node data obtained by splitting using the same split data type into a group, which is used as a data packet to be trained;
the training submodule 2033 is configured to train the data packets to be trained one by one to obtain a construction node model.
Preferably, the model acquisition module 20 comprises:
the construction scheme obtaining sub-module 21 is configured to obtain construction scheme data, where the construction scheme data includes progress node data and node time corresponding to each progress node data;
and the module obtaining submodule 22 is used for obtaining the corresponding construction node model according to the progress node data to be used as a supervision monitoring model.
Preferably, the project supervision informatization management device further comprises:
the abnormal data acquisition module 50 is used for acquiring the supervisor information if the comparison result is the progress abnormal data;
and the early warning sending module 60 is used for generating supervision early warning information according to the progress abnormal data and sending the supervision early warning information to the supervision personnel client according to the supervision personnel information.
For the specific limitations of the project supervision informatization management device, reference may be made to the above limitations of the project supervision informatization management method, which are not described herein again. All modules in the project supervision informationized building and management device can be completely or partially realized through software, hardware and a combination thereof. The modules can be embedded in a hardware form or independent from a processor in the computer device, and can also be stored in a memory in the computer device in a software form, so that the processor can call and execute operations corresponding to the modules.
Claims (10)
1. The project supervision informatization construction and management method is characterized by comprising the following steps of:
s10: acquiring supervision monitoring data, wherein the supervision monitoring data comprises monitoring time and construction site condition data;
s20: acquiring a preset supervision monitoring model, and inputting the construction site data into the supervision monitoring model for detection to obtain a detection result;
s30: obtaining a construction progress data table, and matching corresponding construction progress data according to the monitoring time;
s40: and comparing the construction progress data with the detection result to obtain a corresponding comparison result, wherein the comparison result comprises progress normal data and progress abnormal data.
2. The project supervision informationized building and managing method according to claim 1, wherein before step S20, the project supervision informationized building and managing method further comprises the steps of:
s201: acquiring historical supervision data;
s202: acquiring corresponding historical construction scheme data from the historical supervision data, and splitting the corresponding historical construction scheme data according to the historical scheme data to obtain construction node data;
s203: and training the same construction node data one by one to obtain a corresponding construction node model.
3. The project supervision informationized building and managing method according to claim 2, wherein the step S203 comprises:
s2031: performing pairwise matching query on all the historical scheme data to obtain the successfully matched data types which are used as the same data types to be split;
s2032: dividing the construction node data obtained by splitting the same split data type into a group as a data packet to be trained;
s2033: and training the data packets to be trained one by one to obtain the construction node model.
4. The project supervision informationized building and managing method according to claim 2, wherein the step S20 includes:
s21: acquiring construction scheme data, wherein the construction scheme data comprises progress node data and node time corresponding to each progress node data;
s22: and acquiring the corresponding construction node model according to the progress node data to serve as the supervision monitoring model.
5. The project supervision informationized building and managing method according to claim 1, wherein after step S40, the project supervision informationized building and managing method further comprises:
s50: if the comparison result is the progress abnormal data, acquiring supervisor information;
s60: and generating supervision early warning information according to the progress abnormal data, and sending the supervision early warning information to a supervision personnel client according to the supervision personnel information.
6. The utility model provides an engineering supervision informationization management device, its characterized in that, engineering supervision informationization management device includes:
the system comprises a data acquisition module, a data processing module and a data processing module, wherein the data acquisition module is used for acquiring supervision monitoring data, and the supervision monitoring data comprises monitoring time and construction site condition data;
the model acquisition module is used for acquiring a preset supervision monitoring model, inputting the construction site data into the supervision monitoring model for detection and obtaining a detection result;
the schedule acquisition module is used for acquiring a construction schedule data table and matching corresponding construction schedule data according to the monitoring time;
and the monitoring comparison module is used for comparing the construction progress data with the detection result to obtain a corresponding comparison result, and the comparison result comprises progress normal data and progress abnormal data.
7. The project supervision informationized building and managing device according to claim 6, further comprising:
the historical data acquisition module is used for acquiring historical supervision data;
the splitting module is used for acquiring corresponding historical construction scheme data from the historical supervision data and splitting the corresponding historical construction scheme data according to the historical scheme data to obtain construction node data;
and the model training module is used for training the same construction node data one by one to obtain a corresponding construction node model.
8. The project supervision informationized building and managing apparatus according to claim 7, wherein the model training module comprises:
the matching sub-module is used for performing pairwise matching query in all the historical scheme data to obtain the data types to be split which are successfully matched and are used as the same types;
the splitting submodule is used for dividing the construction node data obtained by splitting the same split data type into a group to be used as a data packet to be trained;
and the training submodule is used for training the data packets to be trained one by one to obtain the construction node model.
9. The project supervision informationized building and managing device according to claim 7, wherein the model obtaining module comprises:
the construction scheme acquisition submodule is used for acquiring construction scheme data, wherein the construction scheme data comprise progress node data and node time corresponding to each progress node data;
and the module obtaining submodule is used for obtaining the corresponding construction node model according to the progress node data and using the construction node model as the supervision monitoring model.
10. The project supervision informationized building and managing device according to claim 6, further comprising:
the abnormal data acquisition module is used for acquiring the supervisor information if the comparison result is the progress abnormal data;
and the early warning sending module is used for generating supervision early warning information according to the progress abnormal data and sending the supervision early warning information to a supervision personnel client according to the supervision personnel information.
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| CN111683224A (en) * | 2020-06-02 | 2020-09-18 | 湖南电力工程咨询有限公司 | Power engineering field supervision system and supervision method |
| CN112070465A (en) * | 2020-08-26 | 2020-12-11 | 中铁济南工程建设监理有限公司 | OA cooperative office system for supervision |
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| CN112907211A (en) * | 2021-03-02 | 2021-06-04 | 惠州城际工程咨询有限公司 | BIM-based project progress supervision method, device, equipment and storage medium |
| CN114662948A (en) * | 2022-03-30 | 2022-06-24 | 浙江宏炜检测科技有限公司 | Construction engineering quality detection supervision method and system |
| CN115600716A (en) * | 2022-12-13 | 2023-01-13 | 河北电力工程监理有限公司（Cn） | Artificial intelligence supervision system and method for electric power engineering site |
| CN116245492A (en) * | 2023-03-28 | 2023-06-09 | 啄木鸟房屋科技有限公司 | Data processing method and device for tracking engineering progress |
| CN116245492B (en) * | 2023-03-28 | 2023-09-26 | 啄木鸟房屋科技有限公司 | Data processing method and device for tracking engineering progress |
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