CN109636675A - A kind of management method and system of the construction site based on artificial intelligence - Google Patents
A kind of management method and system of the construction site based on artificial intelligence Download PDFInfo
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- 238000010276 construction Methods 0.000 title claims abstract description 71
- 238000007726 management method Methods 0.000 title claims abstract description 31
- 238000013473 artificial intelligence Methods 0.000 title claims abstract description 19
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- 238000004458 analytical method Methods 0.000 claims abstract description 27
- 238000004364 calculation method Methods 0.000 claims abstract description 8
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- 239000004566 building material Substances 0.000 claims description 11
- 238000013439 planning Methods 0.000 claims description 5
- 241000894007 species Species 0.000 claims description 4
- 230000013011 mating Effects 0.000 claims description 3
- 238000005516 engineering process Methods 0.000 description 19
- 238000012550 audit Methods 0.000 description 5
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Abstract
The invention discloses the management method and system of a kind of construction site based on artificial intelligence, the method is the following steps are included: calculate the project amount target that corresponding buildings and resources are equipped with demand or can complete according to plan according to the calculating of existing buildings and resources according to existing project amount planned target；Actual performance and plan to project amount complete target and carry out analysis comparison；The analysis of causes and control are carried out according to the difference of the performance of project amount and planned target.It can accordingly be equipped with the buildings and resources of the project amount size by quantities calculation and how many project amount can be completed according to the calculating of existing buildings and resources；Entire construction process and each construction stage can be managed and the later period is to the rectifications of mistake and the retrospect of responsibility；The intelligent management to engineering is realized and then progress, quality, the cost to entire work progress are managed.
Description
Technical field
The present invention relates to INTELLIGENT BUILDING TECHNIQUE field more particularly to a kind of pipes of the construction site based on artificial intelligence
Manage method and system.
Background technique
It is many kinds of that the construction engineering project of building trade is related to field, and engineering is complicated, to entire project construction mistake
Thread management is difficult.It is existing to be all that building constructor arranges construction personnel to march into the arena to start to construct after being connected to engineering project, but for
The quantity of the trade categories of construction personnel and each work post construction personnel are by empirically determined or by first arranging
People's construction, then mends construction personnel after according to construction speed；According to the size to each engineering project and it cannot plan
Intelligentized calculating analysis is carried out at target, intelligent comparison point can not be carried out to entire work progress or each construction stage
Analysis and rectification and Liability Retroact, are unfavorable for the intelligent management of engineering project and the progress of building trade.
Summary of the invention
It is an object of the invention to overcome the deficiencies of the prior art and provide a kind of construction sites based on artificial intelligence
Management method and system, solve defect existing for now current construction-engineering project construction management.
The purpose of the present invention is achieved through the following technical solutions: a kind of construction site based on artificial intelligence
Management method, the method the following steps are included:
Corresponding buildings and resources, which are calculated, according to existing project amount planned target is equipped with demand or according to existing buildings and resources
Calculate the project amount target that can be completed according to plan；
Actual performance and plan to project amount complete target and carry out analysis comparison；
The analysis of causes and control are carried out according to the difference of the performance of project amount and planned target.
Buildings and resources include the human resources of construction, realize that the material resource of project amount needs and logistics are mating
Resource.
The human resources of construction include the number of workers of building trades type and each work post；The material money
Source includes the quantity of building material type and every kind of material；The logistics necessary resources include that worker's wearing is eaten material and matched
Standby and equipment.
Calculating corresponding buildings and resources to be equipped with demand according to existing project amount target includes the following contents:
Need the process completed to split existing project amount planned target, calculate the building trades type of needs with
And the building material number of species needed；
It is split according to workload of the project amount planned target to each process, calculates each process and need work post
Number of workers and the material quantity for needing type；
Go out the matched task arrangement of logistics according to project amount planned target, human resources object and material Resource Calculation.
The method further includes splitting into multiple phase targets according to engineering phase to project amount planned target, then root
It compares and audits with each phase targets according to the actual performance in project amount each stage, realize the construction to each stage
It is managed.
Carrying out the analysis of causes and control according to the difference of the performance of project amount and planned target includes the following contents:
The reason of judgement is without completing planned target according to the analysis and contrast of the results；
To causing the reason of not completing planned target to carry out Liability Retroact；
The reason of no completion planned target, analyze and rectify and improve to the mistake of entire project amount work progress.
Include the following contents to causing the reason of not completing planned target to carry out Liability Retroact:
The comparison that progress and target advance are actually accomplished according to project amount judges the reason of delaying project progress, and to this
Reason carries out Liability Retroact；
The comparison of quality and plan quality is completed according to project amount, judgement the process of construction quality occurs and completes the work
The work post of sequence simultaneously carries out Liability Retroact；
According to the comparison of the Material Cost of project amount actual use and planning material cost, judgement exceeds planning material cost
Process and complete the work post of the process and carry out Liability Retroact.
A kind of management system of the construction site based on artificial intelligence, it includes computing module, for according to existing
Project amount planned target calculates corresponding buildings and resources outfit demand or according to plan can be complete according to the calculating of existing buildings and resources
At project amount target；Contrast module completes target with plan for the actual performance to project amount and carries out analysis comparison；
Management control module, for carrying out the analysis of causes and control according to the performance of project amount and the difference of planned target.
Computing module includes split cells and computing unit；
Split cells is used to need the process completed split and according to project amount existing project amount planned target
Planned target splits the workload of each process；
Computing unit is used to calculate the quantity for needing work post and material kind according to existing project amount process split result
Class quantity, and go out worker's demand of each process work post and the material requirement of type according to the workload computing of each process
Amount.
Management control module includes reason trace-back unit, Liability Retroact unit and mistake rectification unit；
Reason trace-back unit is used for causing not reach planned target the reason of progress in entire project amount work progress
Retrospect；
Liability Retroact unit is used to carry out the responsibility for not reaching planned target reason in entire project amount work progress
Retrospect；
Mistake rectification unit is used to carry out the details for not reaching planned target in entire project amount work progress
Analysis is summarized and is improved.
The beneficial effects of the present invention are: a kind of intelligent management method and system of construction site, can pass through work
Journey amount calculate accordingly be equipped with the project amount size buildings and resources and according to existing buildings and resources calculating can complete how much
Project amount；Entire construction process and each construction stage can be managed and rectification and duty of the later period to mistake
The retrospect appointed；It is realized and then progress, quality, the cost to entire work progress are managed and the intelligence of engineering is managed
Reason.
Detailed description of the invention
Fig. 1 is the flow chart of the method for the present invention.
Specific embodiment
In order to make the object, technical scheme and advantages of the embodiment of the invention clearer, below in conjunction with the embodiment of the present invention
In attached drawing, technical scheme in the embodiment of the invention is clearly and completely described, it is clear that described embodiment is
A part of the embodiment of the present invention, instead of all the embodiments.The present invention being usually described and illustrated herein in the accompanying drawings is implemented
The component of example can be arranged and be designed with a variety of different configurations.
Therefore, the detailed description of the embodiment of the present invention provided in the accompanying drawings is not intended to limit below claimed
The scope of the present invention, but be merely representative of selected embodiment of the invention.Based on the embodiments of the present invention, this field is common
Technical staff's every other embodiment obtained without creative efforts belongs to the model that the present invention protects
It encloses.
It should also be noted that similar label and letter indicate similar terms in following attached drawing, therefore, once a certain Xiang Yi
It is defined in a attached drawing, does not then need that it is further defined and explained in subsequent attached drawing.
In the description of the present invention, it should be noted that the orientation of the instructions such as term " on ", "inner", "outside" or position are closed
System for be based on the orientation or positional relationship shown in the drawings or the invention product using when the orientation usually put or position close
System, is merely for convenience of description of the present invention and simplification of the description, rather than the device or element of indication or suggestion meaning must have
Specific orientation is constructed and operated in a specific orientation, therefore is not considered as limiting the invention.
In the description of the present invention, it is also necessary to which explanation is unless specifically defined or limited otherwise, term " setting ",
" installation ", " connection " shall be understood in a broad sense, for example, it may be being fixedly connected, may be a detachable connection, or integrally connect
It connects；It can be mechanical connection, be also possible to be electrically connected；It can be directly connected, can also indirectly connected through an intermediary, it can
To be the connection inside two elements.For the ordinary skill in the art, above-mentioned term can be understood with concrete condition
Concrete meaning in the present invention.
Technical solution of the present invention is described in further detail with reference to the accompanying drawing, but protection scope of the present invention is not limited to
It is as described below.
As shown in Figure 1, a kind of management method of the construction site based on artificial intelligence, the method includes following
Step:
S1, corresponding buildings and resources outfit demand is calculated according to existing project amount planned target or is provided according to existing building
Source calculates the project amount target that can be completed according to plan；
S2, analysis comparison is carried out to the actual performance and plan completion target of project amount；
S3, the analysis of causes and control are carried out according to the performance of project amount and the difference of planned target.
Buildings and resources include the human resources of construction, realize that the material resource of project amount needs and logistics are mating
Resource.
The human resources of construction include the number of workers of building trades type and each work post；Material resource includes
The quantity of building material type and every kind of material；Logistics necessary resources include worker wearing eat material be equipped with and transport match
It is standby.
Calculating corresponding buildings and resources to be equipped with demand according to existing project amount target includes the following contents:
A1, it needs the process completed to split existing project amount planned target, calculates the building trades kind of needs
The building material number of species of class and needs；
A2, it is split according to workload of the project amount planned target to each process, calculates each process and need work
The number of workers of kind and the material quantity for needing type；
A3, the matched task arrangement of logistics is gone out according to project amount planned target, human resources object and material Resource Calculation.
Pass through acquisition preferably for the human resources of construction with the work of a certain number of construction personnel of each work post
Make the average operation efficiency that each work post construction personnel is calculated based on efficiency；Then go out to complete according to average operation efficiency calculation
Construction personnel's quantity that certain road engineering process needs, and then calculate and each of engineering project needs are completed according to planned target
The manpower that the construction personnel's number and then clearly entire engineering project that work post needs need to put into；For material resource according to engineering
The type (such as silt, cement, brick, stone, steel) for the construction material that the size and loss calculation of project need and
The demand of every kind of material；The transport of logistics is calculated to building according to the planned target of project progress for logistics necessary resources
Delivery arrangement (quantity and number, the quantity of haulage vehicle, type, row of such as daily transport material into construction site of material
Journey arrangement of time etc.), the clothes of the construction in logistics necessary resources, peace are calculated according to construction personnel's quantity that engineering project needs
The quantity of full cap and communication equipment, the daily food materials quantity of construction personnel, residential placement etc..
Preferably, calculating the project amount target that can be completed according to plan according to existing buildings and resources includes the following contents:
B1, the engineering process 1 completed is determined to according to existing construction material Resource Calculation and completes these engineerings
The performance 1 of process 1；
B2, the engineering process 2 for being determined to complete is calculated according to existing work post and the quantity of each work post construction personnel
And complete the performance 2 of these engineering process 2；
B3, judge 2 quantity of engineering process 1 and engineering process number, select the few engineering process of quantity；Judge engineering work
The size of the performance 2 of the performance 1 and engineering process 2 of sequence 1, the performance for the engineering process for selecting performance small；
B4, according to the engineering process of selection and the performance of engineering process obtain based on existing buildings and resources can be complete
At engineering.
Such as: 5 engineering process can only be done according to existing construction material resource, each engineering process can be only done 60%；
And only have the construction personnel of 4 work posts that can only do 4 engineering process according to existing construction human resources, according to each
The performance of how much each engineering process of work post construction personnel is 70%；Then completion can be calculated according to existing buildings and resources
4 engineering process, and the performance of each engineering process can only achieve 60% engineering.
The method further includes splitting into multiple phase targets according to engineering phase to project amount planned target, then root
It compares and audits with each phase targets according to the actual performance in project amount each stage, realize the construction to each stage
It is managed.
By carrying out interim fractionation available each stage to entire engineering project and quantities calculation target
The phase targets of actual performance and each stage；Then according to the actual performance in project amount each stage and each stage
Target compares, it will be able to obtain the difference of each stage actual performance and phase targets；Such as, some in some stage
The schedule or completion quality of process do not reach the phase targets, then can be by determining that the work post for being responsible for the process be applied
The working condition of worker person and each construction personnel are completed to the retrospect of responsibility and to follow-up phase work plan in turn
It improves.
The performance in each stage can be audited, entirety is finally carried out after the completion to entire construction project
Audit；By realizing audit stage by stage and finally audit to staged construction process, stage auditing result and entirety
The management control of auditing result and the Liability Retroact of more convenient pair of problem.
Step S3 the analysis of causes carried out according to the difference of the performance of project amount and planned target and control include with
Lower content:
The reason of S31, according to the analysis and contrast of the results judgement are without completion planned target；Main judgement is without completing plan mesh
The reason of mark is building material resource or construction manpower reason i.e. construction personnel artificial origin；
It such as, is that insufficient or construction personnel's working efficiency is low leads to dragging for schedule because building material resource is equipped with
Prolong；The problem of the problem of being because of building material sole mass or construction personnel's construction technology, causes completion quality not reach
Mark.
S32, to causing the reason of not completing planned target to carry out Liability Retroact；
S33, analysis is carried out to the reason of no completion planned target and the mistake of entire project amount work progress is carried out
Rectification.
By to cause actual performance with the analysis of the appearance difference reason of planned target, and the duty to the reason
Retrospect is appointed to realize the construction such as project progress, quality and cost completed to entire construction project without target according to schedule
It is required that carrying out intelligent management, engineering efficiency and construction quality are greatly improved, it is also further perfect that entire engineering is applied
The management of work process is managed.
Step S32 includes the following contents to causing the reason of not completing planned target to carry out Liability Retroact:
S321, the comparison that progress and target advance are actually accomplished according to project amount judge the reason of delaying project progress, and
Liability Retroact is carried out to the reason；
There is the process of construction quality and complete in S322, the comparison that quality and plan quality are completed according to project amount, judgement
At the process work post and carry out Liability Retroact；
S323, the Material Cost according to project amount actual use and the comparison of planning material cost, judgement is beyond plan object
Expect the process of cost and completes the work post of the process and carry out Liability Retroact.
It is that building material resource is equipped with and insufficient either applies e.g. preferably to causing the reason of not completing planned target
Work person works' low efficiency leads to the delay of schedule；The problem of being building material sole mass either construction personnel's construction
The problem of technology, causes to complete quality dissatisfaction；Progress responsibility defines and Liability Retroact.
A kind of management system of the construction site based on artificial intelligence, it includes computing module, for according to existing
Project amount planned target calculates corresponding buildings and resources outfit demand or according to plan can be complete according to the calculating of existing buildings and resources
At project amount target；Contrast module completes target with plan for the actual performance to project amount and carries out analysis comparison；
Management control module, for carrying out the analysis of causes and control according to the performance of project amount and the difference of planned target.
Computing module includes split cells and computing unit；
Split cells is used to need the process completed split and according to project amount existing project amount planned target
Planned target splits the workload of each process；
Computing unit is used to calculate the quantity for needing work post and material kind according to existing project amount process split result
Class quantity, and go out worker's demand of each process work post and the material requirement of type according to the workload computing of each process
Amount.
Management control module includes reason trace-back unit, Liability Retroact unit and mistake rectification unit；
Reason trace-back unit is used for causing not reach planned target the reason of progress in entire project amount work progress
Retrospect；
Liability Retroact unit is used to carry out the responsibility for not reaching planned target reason in entire project amount work progress
Retrospect；
Mistake rectification unit is used to carry out the details for not reaching planned target in entire project amount work progress
Analysis is summarized and is improved.
The foregoing is merely the present invention/invention embodiments, are not intended to limit the present invention/invention the scope of the patents, all
It is directly or indirectly to be transported using equivalent structure or equivalent flow shift made by the present invention/description of the invention and accompanying drawing content
It similarly include in the present invention/invention scope of patent protection used in other related technical areas.
Claims (10)
1. a kind of management method of the construction site based on artificial intelligence, it is characterised in that: the method includes following
Step:
Corresponding buildings and resources, which are calculated, according to existing project amount planned target is equipped with demand or according to the calculating of existing buildings and resources
The project amount target that can be completed according to plan；
Actual performance and plan to project amount complete target and carry out analysis comparison；
The analysis of causes and control are carried out according to the difference of the performance of project amount and planned target.
2. a kind of management method of construction site based on artificial intelligence according to claim 1, it is characterised in that:
The buildings and resources include the human resources of construction, realize material resource and the mating money of logistics that the project amount needs
Source.
3. a kind of management method of construction site based on artificial intelligence according to claim 2, it is characterised in that:
The human resources of the construction include the number of workers of building trades type and each work post；The material resource
Quantity including building material type and every kind of material；The logistics necessary resources include that worker's wearing eats material outfit
And equipment.
4. a kind of management method of construction site based on artificial intelligence according to claim 3, it is characterised in that:
It includes the following contents that the basis, which has project amount target to calculate corresponding buildings and resources to be equipped with demand:
It needs the process completed to split existing project amount planned target, calculate the building trades type of needs and needs
The building material number of species wanted；
It is split according to workload of the project amount planned target to each process, calculates the worker that each process needs work post
Quantity and the material quantity for needing type；
Go out the matched task arrangement of logistics according to project amount planned target, human resources object and material Resource Calculation.
5. a kind of management method of construction site based on artificial intelligence according to claim 1, it is characterised in that:
The method further includes splitting into multiple phase targets according to engineering phase to project amount planned target, then according to project amount
The actual performance in each stage is compared and is audited with each phase targets, and realization carries out pipe to the construction in each stage
Reason.
6. a kind of management method of construction site based on artificial intelligence according to claim 1, it is characterised in that:
Described carries out the analysis of causes and manages to include the following contents according to the performance of project amount and the difference of planned target:
The reason of judgement is without completing planned target according to the analysis and contrast of the results；
To causing the reason of not completing planned target to carry out Liability Retroact；
The reason of no completion planned target, analyze and rectify and improve to the mistake of entire project amount work progress.
7. a kind of management method of construction site based on artificial intelligence according to claim 6, it is characterised in that:
Described includes the following contents to causing the reason of not completing planned target to carry out Liability Retroact:
The comparison that progress and target advance are actually accomplished according to project amount judges the reason of delaying project progress, and to the reason
Carry out Liability Retroact；
The comparison of quality and plan quality is completed according to project amount, judgement the process of construction quality occurs and completes the process
Work post simultaneously carries out Liability Retroact；
According to the comparison of the Material Cost of project amount actual use and planning material cost, judgement exceeds the work of planning material cost
It sequence and completes the work post of the process and carries out Liability Retroact.
8. a kind of management system of the construction site based on artificial intelligence, it is characterised in that: it includes computing module, is used for
Corresponding buildings and resources, which are calculated, according to existing project amount planned target is equipped with demand or according to the calculating of existing buildings and resources based on
Draw the project amount target that can be completed；Contrast module, for the actual performance and plan completion target progress to project amount
Analysis comparison；Management control module, for the difference according to the performance of project amount and planned target carry out the analysis of causes with
And control.
9. a kind of management system of construction site based on artificial intelligence according to claim 8, it is characterised in that:
The computing module includes split cells and computing unit；
The split cells is used to need the process completed split and according to engineering existing project amount planned target
Amount planned target splits the workload of each process；
The computing unit is used to calculate the quantity and material for needing work post according to existing project amount process split result
Number of species, and go out worker's demand of each process work post and the material need of type according to the workload computing of each process
The amount of asking.
10. a kind of management system of construction site based on artificial intelligence according to claim 8, feature exist
In: the management control module includes reason trace-back unit, Liability Retroact unit and mistake rectification unit；
The reason trace-back unit be used for caused in entire project amount work progress the reason of not reaching planned target into
Row retrospect；
The Liability Retroact unit be used for do not reach in entire project amount work progress the responsibility of planned target reason into
Row retrospect；
The described mistake rectification unit be used for do not reach in entire project amount work progress the details of planned target into
Row analysis is summarized and is improved.
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Cited By (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110111659A (en) * | 2019-05-22 | 2019-08-09 | 蓝莓极客(武汉)智能科技有限公司 | It is a kind of that system is constructed based on the teaching of electronic building blocks multifunction electronic module |
| CN110796335A (en) * | 2019-09-18 | 2020-02-14 | 广东电网有限责任公司审计中心 | Audit project implementation quality monitoring system and equipment based on data analysis |
| CN111027803A (en) * | 2019-11-01 | 2020-04-17 | 国艺天成建设工程技术有限公司 | Construction management method and construction management system |
| CN113283879A (en) * | 2021-06-21 | 2021-08-20 | 华电重工股份有限公司 | Method and device for determining construction amount, electronic equipment and readable storage medium |
| CN115511430A (en) * | 2022-08-17 | 2022-12-23 | 福建永旺建设集团有限公司 | Wisdom building site management platform based on thing networking |
| CN118378854A (en) * | 2024-06-21 | 2024-07-23 | 江西省公路工程有限责任公司 | Building construction management method and system based on two-dimension code |
| US12054160B2 (en) | 2019-02-07 | 2024-08-06 | 2 Circle, Incorporated | Reconstruction and assessment of proficiency in an integrated debrief by a server in a network |
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