CN111401765B - Engineering progress supervision system based on big data - Google Patents
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- 238000012544 monitoring process Methods 0.000 claims abstract description 66
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- 239000004035 construction material Substances 0.000 claims abstract description 8
- 238000004458 analytical method Methods 0.000 claims abstract description 4
- 230000000007 visual effect Effects 0.000 claims description 20
- 239000000463 material Substances 0.000 claims description 17
- 238000005070 sampling Methods 0.000 claims description 15
- 238000004891 communication Methods 0.000 claims description 11
- 238000005516 engineering process Methods 0.000 claims description 7
- 238000004519 manufacturing process Methods 0.000 claims description 6
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
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- G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
- G06Q10/063—Operations research, analysis or management
- G06Q10/0631—Resource planning, allocation, distributing or scheduling for enterprises or organisations
- G06Q10/06313—Resource planning in a project environment
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
- G06Q10/063—Operations research, analysis or management
- G06Q10/0631—Resource planning, allocation, distributing or scheduling for enterprises or organisations
- G06Q10/06311—Scheduling, planning or task assignment for a person or group
- G06Q10/063116—Schedule adjustment for a person or group
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
- G06Q50/08—Construction
Abstract
The invention discloses an engineering progress supervision system based on big data, which comprises a project management system, a basic information management system, a real-time monitoring system, a progress management system and a cloud server, wherein the project management system is used for managing the project progress of the project; the project management system is used for collecting, recording and managing and planning project information of the names, types, drawings, construction processes and construction material types of project projects; the basic information management system is used for managing and summarizing related constructors, construction equipment and construction materials; the real-time monitoring system is used for collecting data information in real time during construction, wherein the data information comprises video image information, text information and data information; the progress management system is used for comparing the data information collected by the real-time monitoring system with the progress planning carried out by the project management system, judging the progress condition of the current period, and carrying out dynamic progress prediction and progress analysis according to the actual progress. The invention has the advantages of accurate supervision and dynamic adjustment.
Description
Technical Field
The invention relates to the field of engineering supervision, in particular to an engineering progress supervision system based on big data.
Background
The foundation construction is an important force in China all the time, the rapid development of domestic urban construction is guaranteed, the foundation construction is also output as the national strength, and in project engineering of the foundation construction, a condition which is generally focused except quality is the construction period.
In the project engineering, the investment is huge in the construction process, the raw materials, manpower and material resources and the cost of equipment occupy a large proportion, the construction progress of a construction team or a construction worker can be in line with expectations on the premise of guaranteeing the quality, and supervision personnel are required to be configured on site, but even if the conditions of construction period lag and mutual push and pull occur, the reasons include the field problems generated in the construction process, and the condition of unreasonable distribution can occur at night in construction period formulation, so that the whole process progress supervision system capable of starting to finishing the project is lacking in the current stage.
Disclosure of Invention
Aiming at the defects of the prior art, the technical problems to be solved by the patent application are as follows: how to provide a big data based engineering progress supervision system with accurate supervision and dynamic adjustment.
In order to achieve the above purpose, the present invention adopts the following technical scheme:
the project progress supervision system based on big data comprises a project management system, a basic information management system, a real-time monitoring system, a progress management system and a cloud server;
the project management system is used for collecting, recording and managing and planning project information of the names, types, drawings, construction processes and construction material types of project projects;
the basic information management system is used for managing and summarizing constructors, construction equipment and construction materials involved in project engineering;
the real-time monitoring system is used for collecting data information in real time during construction, wherein the data information comprises video image information, text information and data information;
the progress management system is used for comparing the data information acquired by the real-time monitoring system with the progress planning performed by the project management system, judging the progress condition of the current period, and making dynamic progress prediction and progress analysis according to the actual progress;
the cloud server provides communication, storage and management services for all parts in the system.
The project management system comprises a first input unit, a model management unit and a production management unit; the first input unit converts project engineering data and information into electronic data, and can input data acquired by the real-time monitoring system in real time, so that progress comparison is facilitated; the model management unit forms a visual model from the building drawings based on BIM technology, wherein the visual model has specific knot and size data, and sampling points are built in the visual model to serve as sampling bases for the operation of the real-time monitoring system and the progress management system; the production management unit is used for recording the types of processes, equipment and materials required in the project construction process.
The basic information management system comprises a first input unit, wherein the first input unit is used for inputting the specific conditions of personnel conditions, equipment states, material consumption and construction period designed in the actual building process and forming electronic data.
Preferably, the real-time monitoring system comprises a fixed monitoring unit and a handheld monitoring unit, wherein the fixed monitoring unit and the handheld monitoring unit are both used as video image data acquisition ends, the fixed monitoring unit is fixedly installed on the periphery of an engineering site and is located in the sampling point range of the visual model, the handheld monitoring unit is carried on the mobile monitoring camera equipment, and the specific internal condition of the project engineering is sampled and monitored in the sampling point range of the visual model.
Preferably, the fixed monitoring unit is in communication connection with a cloud server, the cloud server is provided with a right management unit, and the handheld monitoring unit is provided with a positioning module, an identity authentication module, an image acquisition module and a communication module.
The progress management system comprises a real-time progress comparison subsystem and a dynamic progress adjustment subsystem; the real-time progress comparison subsystem is provided with an image processing module; the dynamic progress adjustment submodule is used for combining the comparison result of the progress comparison subsystem with material personnel changes related to the project management system and the basic information management system to form dynamic construction period adjustment.
Optimally, the dynamic progress adjustment subsystem is based on a network big database, performs keyword retrieval on the process and materials adopted in keyword construction, and performs time measurement and calculation of the next construction period by taking time as a unit and combining the site material allowance and the equipment state acquired by the basic information management system.
Preferably, the fixed monitoring unit and the handheld monitoring unit are both provided with high-definition cameras.
The system is optimized, and further comprises a display device, wherein the display device is used for displaying the visual model and video images acquired by the real-time monitoring system.
Preferably, the communication mode of the cloud server comprises network cable, mobile data traffic or wireless transmission.
Advantageous effects
The invention adopts BIM technology to carry out drawing visualization operation on engineering projects, segments the engineering projects, sets progress tracking points in each segment of construction period or on nodes, and realizes four-dimensional angle comparison by realizing real-time data acquisition and drawing comparison and introducing time as reference dimension, thereby having the following advantages:
(1): aspects related to the engineering progress, including personnel, processes, materials and the like, can be comprehensively considered, so that the one-sided generation in the process of project time progress planning, real-time monitoring and subsequent adjustment is avoided;
(2): the method has the advantages that the two modes of fixed monitoring and handheld monitoring are adopted for collection, the fixed monitoring can be used for sampling continuously in real time in all weather, meanwhile, problem tracing can be guaranteed, the requirements of details can be met by handheld, the on-line size identification is facilitated, and the construction period establishment and the refinement of comparison are facilitated;
(3): the large data technology is adopted, and accurate dynamic adjustment is realized by inquiring authoritative information in the same industry and comparing the actual conditions of constructors in the future;
(4): the whole process all involves identity recognition, and sampling equipment has the functions of positioning and time, places the condition that engineering personnel are fake and false, and the progress condition can be checked, accurate and precise and the effect of remote control.
Description of the drawings:
FIG. 1 is a structural framework diagram of the big data based project progress supervisory system disclosed by the invention.
Description of the embodiments
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.
Referring to fig. 1, an engineering progress supervision system based on big data includes a project management system, a basic information management system, a real-time monitoring system, a progress management system and a cloud server;
the project management system is used for collecting, recording and managing and planning project information of the names, types, drawings, construction processes and construction material types of project projects;
the basic information management system is used for managing and summarizing constructors, construction equipment and construction materials involved in project engineering;
the real-time monitoring system is used for collecting data information in real time during construction, wherein the data information comprises video image information, text information and data information;
the progress management system is used for comparing the data information acquired by the real-time monitoring system with the progress planning performed by the project management system, judging the progress condition of the current period, and making dynamic progress prediction and progress analysis according to the actual progress;
the cloud server provides communication, storage and management services for all parts in the system.
Further, the project management system comprises a first input unit, a model management unit and a production management unit; the first input unit converts project engineering data and information into electronic data, and can input data acquired by the real-time monitoring system in real time, so that progress comparison is facilitated; the model management unit forms a visual model from the building drawings based on BIM technology, wherein the visual model has specific knot and size data, and sampling points are built in the visual model to serve as sampling bases for the operation of the real-time monitoring system and the progress management system; the production management unit is used for recording the types of processes, equipment and materials required in the project construction process.
Further, the basic information management system comprises a second input unit, wherein the second input unit is used for inputting the specific conditions of personnel conditions, equipment states, material consumption and construction period designed in the actual building process and forming electronic data.
Further, the real-time monitoring system comprises a fixed monitoring unit and a handheld monitoring unit, wherein the fixed monitoring unit and the handheld monitoring unit are both used as video image data acquisition ends, the fixed monitoring unit is fixedly installed on the periphery of an engineering site and is located in the sampling point range of the visual model, the handheld monitoring unit is carried on the mobile monitoring camera equipment, and the specific internal condition of the project engineering is sampled and monitored in the sampling point range of the visual model.
Further, the fixed monitoring unit is in communication connection with a cloud server, the cloud server is provided with a right management unit, and the handheld monitoring unit is provided with a positioning module, an identity authentication module, an image acquisition module and a communication module.
Specifically, the positioning module is a GPS positioning or Beidou positioning module;
specifically, the identity verification mode of the identity authentication module comprises one or a combination of a plurality of modes of identity card recognition, work card recognition and face recognition;
further, the progress management system comprises a real-time progress comparison subsystem and a dynamic progress adjustment subsystem; the real-time progress comparison subsystem is provided with an image processing module; the dynamic progress adjustment submodule is used for combining the comparison result of the progress comparison subsystem with material personnel changes related to the project management system and the basic information management system to form dynamic construction period adjustment.
Specifically, the image processing module performs centralized processing on the visual model and the video image acquired by the real-time monitoring system, performs distance and size measurement and comparison on the video image at corresponding sampling points, performs comparison with the visual model, and adds time as a construction period reference to determine
Further, the dynamic progress adjustment subsystem is based on a network big database, performs keyword retrieval on the process and materials adopted in keyword construction, and performs time measurement and calculation of the next construction period by taking time as a unit and combining the site material allowance and the equipment state acquired by the basic information management system.
Specifically, the large database is a professional authoritative website formed based on the Internet, and comprises paper websites, information websites, technical service websites and the like of various related building industries, and the time range required by the similar process for engineering construction of the size is matched through keyword identification.
Specifically, when keyword matching is performed, a web crawler technology is adopted, so that a more comprehensive reference is obtained.
Specifically, when predicting the construction period, comparing the time corresponding to the same working procedure with a plurality of parties, and referring to the service time of the completed construction period and the working procedure, obtaining the final expectation by a weight distribution mode, wherein the weight ratio of the keyword matching and the actual use of the past construction period is 6 when the weight distribution is carried out: 4.
further, the fixed monitoring unit and the handheld monitoring unit are both provided with high-definition cameras.
Further, the system also comprises a display device, wherein the display device is used for displaying the visual model and video images acquired by the real-time monitoring system.
Further, the communication mode of the cloud server includes network cable, mobile data traffic or wireless transmission.
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 make equivalent substitutions or modifications according to the technical scheme of the present invention and the inventive concept thereof, and should be covered by the scope of the present invention.
Claims (8)
1. The project progress supervision system based on the big data is characterized by comprising a project management system, a basic information management system, a real-time monitoring system, a progress management system and a cloud server;
the project management system is used for collecting, recording and managing and planning project information of the names, types, drawings, construction processes and construction material types of project projects;
the basic information management system is used for managing and summarizing constructors, construction equipment and construction materials involved in project engineering;
the real-time monitoring system is used for collecting data information in real time during construction, wherein the data information comprises video image information, text information and data information;
the progress management system is used for comparing the data information acquired by the real-time monitoring system with the progress planning performed by the project management system, judging the progress condition of the current period, and making dynamic progress prediction and progress analysis according to the actual progress;
the cloud server provides communication, storage and management services for all parts in the system;
the progress management system comprises a real-time progress comparison subsystem and a dynamic progress adjustment subsystem; the real-time progress comparison subsystem is provided with an image processing module; the dynamic progress adjustment subsystem is used for combining the comparison result of the progress comparison subsystem with the material personnel changes related to the project management system and the basic information management system to form dynamic construction period adjustment;
the dynamic progress adjustment subsystem is based on a network big database, performs keyword retrieval on processes and materials adopted in keyword construction, and performs time measurement and calculation of the next construction period by taking time as a unit and combining the site material allowance and the equipment state acquired by the basic information management system; the large database is a professional authoritative website formed based on the Internet, and comprises paper websites, information websites and technical service websites of all industries of related buildings, and the time range required by the engineering construction of the size is matched by the similar process through keyword identification; when keyword matching is carried out, a web crawler technology is adopted to obtain a more comprehensive reference; when the construction period is predicted, multipartite comparison is carried out for the time corresponding to the same working procedure, and the use time of the completed construction period and the working procedure is referred to, the final expectation is obtained by the way of weight distribution, wherein the weight ratio of the keyword matching and the actual use of the past construction period is 6 when the weight distribution is carried out: 4.
2. the big data based project progress supervisory system of claim 1, wherein the project management system comprises a first entry unit, a model management unit, and a production management unit; the first input unit converts project engineering data and information into electronic data, and can input data acquired by the real-time monitoring system in real time, so that progress comparison is facilitated; the model management unit forms a visual model from the building drawings based on BIM technology, wherein the visual model has specific knot and size data, and sampling points are built in the visual model to serve as sampling bases for the operation of the real-time monitoring system and the progress management system; the production management unit is used for recording the types of processes, equipment and materials required in the project construction process.
3. The big data based project progress supervisory system according to claim 2, wherein the basic information management system comprises a second input unit for inputting the personnel conditions, equipment states, material usage, construction period specific conditions designed in the actual construction process and forming electronic data.
4. The engineering progress supervision system based on big data according to claim 3, wherein the real-time monitoring system comprises a fixed monitoring unit and a handheld monitoring unit, wherein the fixed monitoring unit and the handheld monitoring unit are both used as video image data acquisition ends, the fixed monitoring unit is fixedly installed on the periphery of an engineering site and is located in a sampling point range of the visual model, the handheld monitoring unit is carried on a mobile monitoring camera device, and the specific internal condition of the engineering project is sampled and monitored in the sampling point range of the visual model.
5. The big data based project progress monitoring system of claim 4, wherein the fixed monitoring unit is communicatively connected to a cloud server having a rights management unit, and the handheld monitoring unit has a positioning module, an identity authentication module, an image acquisition module, and a communication module.
6. The big data based project progress monitoring system of claim 5, wherein the fixed monitoring unit and the handheld monitoring unit each have a high definition camera.
7. The big data based project progress monitoring system of claim 6, further comprising a display device for displaying the visual model and video images captured by the real-time monitoring system.
8. The big data based project progress monitoring system of claim 7, wherein the communication mode of the cloud server comprises network cable, mobile data traffic or wireless transmission.
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| CN112288225A (en) * | 2020-09-24 | 2021-01-29 | 上海荷福人工智能科技（集团）有限公司 | Engineering construction management system and method based on AI algorithm and super calculation |
| CN112508340A (en) * | 2020-11-10 | 2021-03-16 | 浙江鑫润工程管理有限公司 | Project supervision project progress supervision method, system, device and storage medium |
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