CN110505452A - A kind of capital construction power transmission engineering Schedule monitoring method and monitoring system - Google Patents
A kind of capital construction power transmission engineering Schedule monitoring method and monitoring system Download PDFInfo
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Abstract
The present invention relates to technical field of electric power construction, specifically disclose a kind of capital construction power transmission engineering Schedule monitoring method and monitoring system, which comprises obtain the field image data of each node；Establish corresponding with capital construction power transmission engineering engineering Image model, the engineering Image model includes several and each node region to be filled correspondingly；Corresponding construction speed information is inserted in region to be filled corresponding with the node according to the field image data of each node.The present invention provides a kind of capital construction power transmission engineering Schedule monitoring method and monitoring system, is able to achieve to the automatically-monitored of each node construction progress of capital construction power transmission engineering, has many advantages, such as that high-efficient, accuracy rate is high and renewal speed is fast.
Description
Technical field
The present invention relates to technical field of electric power construction more particularly to a kind of capital construction power transmission engineering Schedule monitoring method and monitoring
System.
Background technique
One complete capital construction power transmission engineering generally requires experience foundation excavation, basis pours, organizes vertical steel tower, sets up leap
Numerous processes such as frame and erection conducting wire, electric power personnel need to carry out progress handle to node each along entire capital construction power transmission engineering
Control.Current Main be using traditional human control mode, i.e., by each node carry out site inspection supervision or
Person knows the construction speed of each node by modes such as phone, verbal report and picture transmission.Due to capital construction power transmission engineering
The problems such as generally there are radiation areas length length, complicated topographical conditions, mostly more with cross-operation high-rise workings, so human control
Difficulty is very big.
Currently, carrying out the mode of human control to capital construction power transmission engineering, there are low efficiency, accuracy rate be not high and renewal speed
The problems such as slow, so need to improve existing control mode, it is auxiliary to improve engineering management intelligent level, iteration optimization
It helps project management level and promotes project management lean level.
Summary of the invention
It is an advantage of the invention to provide a kind of capital construction power transmission engineering Schedule monitoring method and monitoring systems, can be real
Now to the automatically-monitored of each node construction progress of capital construction power transmission engineering, with high-efficient, accuracy rate is high and renewal speed is fast
The advantages that.
To achieve these objectives, on the one hand, the present invention provides a kind of capital construction power transmission engineering Schedule monitoring method, for capital construction
The construction speed of several nodes is monitored on power transmission engineering, comprising:
Obtain the field image data of each node；
Establish corresponding with capital construction power transmission engineering engineering Image model, the engineering Image model include it is several with it is each
Node region to be filled correspondingly；
According to the field image data of each node, filling is corresponding in region to be filled corresponding with the node applies
Work progress msg.
Preferably, the field image data includes aerial images data, the field image for obtaining each node
Data includes:
Course line is established based on the capital construction power transmission engineering, all nodes to be monitored are passed through in the course line；
Along the course line, each node to approach is shot, and obtains the aerial images data of each node；
By aerial images material upload to the storage location of corresponding node matching.
Preferably, the field image data includes ground image data, the field image for obtaining each node
Data includes:
Ground image data retake is carried out in each node；
Ground image data is uploaded to and the storage location of corresponding node matching.
Preferably, the construction speed information is to show image data, described to be provided according to the field image of each node
Material inserts corresponding construction speed information in region to be filled corresponding with the node and includes:
Selected part is as displaying image data in the corresponding all field image data of node；
The displaying image data is inserted in the corresponding region to be filled of the node.
Preferably, after the field image data for obtaining each node, further includes:
The field image data is identified by image recognition model, knows the construction speed of each node.
Preferably, the construction speed information includes predetermined image data and text information, described according to each node
Field image data insert corresponding construction speed information in region to be filled corresponding with the node specifically:
The predetermined image data and text letter are inserted in corresponding region to be filled according to the construction speed of each node
Breath.
Preferably, described that the field image data is identified by image recognition model, know each node
After construction speed, further includes:
Statistics are carried out according to the construction speed of each node, are formed in image data, table, video and text at least
A form of summary report.
Preferably, described that the field image data is identified by image recognition model, know each node
Before construction speed, further includes:
Image recognition model is established based on deep learning algorithm；
The project progress image data of set engineering different times and corresponding is inputted to described image identification model
Construction speed information；
Start sample training, extract identification feature from the project progress image data, obtain the identification feature with
Corresponding relationship between construction speed；
According to the corresponding relationship iteration optimization described image identification model between the identification feature and construction speed.
On the other hand, the present invention also provides a kind of monitoring systems, for the construction to several nodes on capital construction power transmission engineering
Progress is monitored, comprising:
Image data obtains equipment, for obtaining the field image data of each node；
Electronic demonstration terminal, for establishing engineering Image model corresponding with the capital construction power transmission engineering, the engineering shadow
As model includes several regions to be filled correspondingly with each node；Existed according to the field image data of each node
Corresponding construction speed information is inserted in region to be filled corresponding with the node.
Preferably, the image data acquisition equipment includes:
It takes photo by plane unmanned plane, for establishing course line based on the capital construction power transmission engineering, the course line is by all to be monitored
The node；Along the course line, each node to approach is shot, and obtains the aerial images data of each node；
Ground camera, for carrying out ground image data retake in each node；By ground image data be uploaded to
The storage location of corresponding node matching.
The beneficial effects of the present invention are: a kind of capital construction power transmission engineering Schedule monitoring method and monitoring system are provided, it can be real
Now to the automatically-monitored of each node construction progress of capital construction power transmission engineering, with high-efficient, accuracy rate is high and renewal speed is fast
The advantages that.
Detailed description of the invention
It, below will be to embodiment or existing skill in order to illustrate more clearly of the present embodiment or technical solution in the prior art
Attached drawing needed in art description is briefly described, it should be apparent that, the accompanying drawings in the following description is only the present invention
Some embodiments for those of ordinary skill in the art without any creative labor, can be with root
Other attached drawings are obtained according to these attached drawings.
Fig. 1 is the flow chart for the capital construction power transmission engineering Schedule monitoring method that the embodiment of the present invention one provides；
Fig. 2 is the flow chart of capital construction power transmission engineering Schedule monitoring method provided by Embodiment 2 of the present invention.
Specific embodiment
To enable the purpose of the present invention, feature, advantage more obvious and understandable, below in conjunction in the present embodiment
Attached drawing, the technical solution in the present embodiment is clearly and completely described, it is clear that the embodiments described below are only
It is a part of the embodiment of the present invention, and not all embodiment.Based on the embodiments of the present invention, those of ordinary skill in the art
All other embodiment obtained without making creative work, shall fall within the protection scope of the present invention.
Embodiment one
The present embodiment provides a kind of capital construction power transmission engineering Schedule monitoring methods, for several nodes on capital construction power transmission engineering
Construction speed be monitored, the application scenarios suitable for field of electricity construction, can be improved capital construction power transmission engineering construct into
The efficiency of monitoring is spent, the capital construction power transmission engineering Schedule monitoring method is executed by a kind of monitoring system, by software and/or firmly
Part is realized.
Fig. 1 is the flow chart for the capital construction power transmission engineering Schedule monitoring method that the present embodiment one provides.
Referring to Fig. 1, the capital construction power transmission engineering Schedule monitoring method includes the following steps:
S10: the field image data of each node is obtained.
The field image data includes aerial images data and ground image data, and specifically, the S10 includes:
S101: course line is established based on the capital construction power transmission engineering, all nodes to be monitored are passed through in the course line；
S102: along the course line, each node to approach is shot, and obtains the aerial images data of each node；
S103: by aerial images material upload to the storage location of corresponding node matching；
S104: ground image data retake is carried out in each node；
S105: ground image data is uploaded to and the storage location of corresponding node matching.
It should be noted that image data can be at least one of photo, video and voice.
It is understood that for take photo by plane unmanned plane formulate course line after, unmanned plane can arrive automatically specify geographical location into
Row shooting, whole-course automation carry out, and are not necessarily to artificial interference, it is possible to the main source as field image data.Work as part
Details manually can carry out retake by mobile phone or camera etc. on the ground when perhaps special circumstances need to pay close attention to.
S20: engineering Image model corresponding with the capital construction power transmission engineering is established, the engineering Image model includes several
With each node region to be filled correspondingly.
It is understood that designated software, the exhibition of software can be installed in the electronic demonstrations terminal such as computer or mobile phone
Show that interface is the 3-D image of entire capital construction power transmission engineering, wherein being left white at each node wait fill out.
S30: according to the field image data of each node, filling is corresponding in region to be filled corresponding to the node
Construction speed information.
The construction speed information is to show image data, it is preferred that S30 includes:
S301: selected part is as displaying image data in the corresponding all field image data of node；
S302: the displaying image data is inserted in the corresponding region to be filled of the node.
Several pictures or video can be selected at random in the corresponding all field image data of node as displaying shadow
As data, the highest several pictures of similarity or video can also be chosen as image data is shown, will show image data
After inserting in region to be filled, as long as electric power personnel open software and directly see each section on the displaying interface of software
The field image data of point, can judge the current construction speed of the node by field image data, very intuitively.In this way
Exhibition method be conducive to electric power personnel and directly observe condition of construction.
Capital construction power transmission engineering Schedule monitoring method provided in this embodiment, the acquisition and upload of photo can be by nothings of taking photo by plane
Man-machine automatic progress, without electric power personnel to scene with clapping, it is possible to the greatly acquisition period of reduction field image data
The renewal speed of field image data is improved at interval, avoids showing that construction speed caused by biggish delay occurs in image data
Wrong report.
Capital construction power transmission engineering Schedule monitoring method provided in this embodiment, can be used for applying in technical field of electric power construction
Work Schedule monitoring situation obtains field image data by way of unmanned plane and ground artificial retake, according to live shadow
As data carries out Image model displaying in software, monitoring efficiency can effectively improve, save manpower, improve accuracy and raising
Renewal speed.
Embodiment two
Embodiment two on the basis of example 1, increases image identification function, has further refined to construction speed
The step of being monitored.
Fig. 2 is the flow chart for the capital construction power transmission engineering Schedule monitoring method that the present embodiment two provides.
Referring to fig. 2, the capital construction power transmission engineering Schedule monitoring method includes the following steps:
S10: the field image data of each node is obtained.
The field image data includes aerial images data and ground image data, and specifically, the S10 includes:
S101: course line is established based on the capital construction power transmission engineering, all nodes to be monitored are passed through in the course line；
S102: along the course line, each node to approach is shot, and obtains the aerial images data of each node；
S103: by aerial images material upload to the storage location of corresponding node matching；
S104: ground image data retake is carried out in each node；
S105: ground image data is uploaded to and the storage location of corresponding node matching.
It should be noted that image data can be at least one of photo, video and voice.
It is understood that for take photo by plane unmanned plane formulate course line after, unmanned plane can arrive automatically specify geographical location into
Row shooting, whole-course automation carry out, and are not necessarily to artificial interference, it is possible to the main source as field image data.Work as part
Details manually can carry out retake by mobile phone or camera etc. on the ground when perhaps special circumstances need to pay close attention to.
S20: the image recognition model after obtaining iteration optimization.
Specifically, the S20 includes:
S201: image recognition model is established based on deep learning algorithm；
S202: the project progress image data of set engineering different times and right therewith is inputted to described image identification model
The construction speed information answered；
S203: starting sample training, and identification feature is extracted from the project progress image data, and it is special to obtain the identification
Corresponding relationship between sign and construction speed；
S204: mould is identified according to the corresponding relationship iteration optimization described image between the identification feature and construction speed
Type.
It should be noted that the specific deep learning algorithm reality prior art, the not emphasis of the present embodiment, herein not into
Row repeats.
S30: identifying the field image data by image recognition model, know the construction of each node into
Degree.
It is understood that can extract each image recognition in field image data one by one input picture identification model
The identification feature of model, according to the identification feature you can learn that the corresponding construction speed of field image data.For example, if existing
Comprising pouring basic identification feature in the image data of field, that is, it can determine that the node is in basis and pours the stage.
S40: engineering Image model corresponding with the capital construction power transmission engineering is established, the engineering Image model includes several
With each node region to be filled correspondingly.
It is understood that designated software, the exhibition of software can be installed in the electronic demonstrations terminal such as computer or mobile phone
Show that interface is the 3-D image of entire capital construction power transmission engineering, wherein being left white at each node wait fill out.
S50: according to the field image data of each node, filling is corresponding in region to be filled corresponding to the node
Construction speed information.
In the present embodiment, the construction speed information includes predetermined image data and text information.Preferably, S30 is specific
Are as follows: the predetermined image data and text information are inserted in corresponding region to be filled according to the construction speed of each node.
It should be noted that predetermined image data can come from field image data, it is also possible to and field image data
Different preassigned image data.As long as such as identify that egress is in basis and pours the stage in step S40,
Filling one is carrying out the cartoon or animation that basis pours in the corresponding region to be filled of the node, and inserts " basis
Pour " text information.According to this mode, the corresponding region institute exhibition to be filled of all nodes in same construction speed
The picture shown be it is identical, such setting can make show interface it is regular good-looking, do not show in disorder.
S60: statistics are carried out according to the construction speed of each node, are formed in image data, table, video and text
The summary report of at least one form.
Due to having text information, it is possible to some relevant data of programming count, such as can be with programming count
The basic number of nodes poured, the number of nodes for being slower than target advance etc. are carried out, and this is generated into picture and text and tabular report automatically,
It is convenient for reporting.
Capital construction power transmission engineering Schedule monitoring method provided in this embodiment, the acquisition and upload of photo can be by nothings of taking photo by plane
Man-machine automatic progress, without electric power personnel to scene with clapping, it is possible to the greatly acquisition period of reduction field image data
The renewal speed of field image data is improved at interval, avoids showing that construction speed caused by biggish delay occurs in image data
Wrong report.
Embodiment three
Monitoring system provided in this embodiment can be used for executing the capital construction power transmission engineering progress of the embodiment of the present invention offer
Monitoring method has corresponding function and beneficial effect.
The present embodiment provides a kind of monitoring systems, comprising:
Image data obtains equipment, for obtaining the field image data of each node；
Electronic demonstration terminal, for establishing engineering Image model corresponding with the capital construction power transmission engineering, the engineering shadow
As model includes several regions to be filled correspondingly with each node；Existed according to the field image data of each node
Corresponding construction speed information is inserted in region to be filled corresponding with the node.
Preferably, the image data acquisition equipment includes:
It takes photo by plane unmanned plane, for establishing course line based on the capital construction power transmission engineering, the course line is by all to be monitored
The node；Along the course line, each node to approach is shot, and obtains the aerial images data of each node；
Ground camera, for carrying out ground image data retake in each node；By ground image data be uploaded to
The storage location of corresponding node matching.
Preferably, electronic demonstration terminal can be the desktop computer for being equipped with designated software, notebook, tablet computer or
Smart phone etc..
In embodiment provided herein, it should be understood that disclosed system, unit, device and method can be with
It realizes by another way.For example, all embodiments described above are only schematical, for example, said units or
The division of person's module etc., only a kind of logical function partition, there may be another division manner in actual implementation, such as multiple
Unit, module and component can be combined or can be integrated into another system, or some features can be ignored, or not hold
Row.Another point, shown or discussed mutual coupling, direct-coupling or communication connection can be through some interfaces,
The indirect coupling or communication connection of device or unit can be electrical property, mechanical or other forms.
The unit as illustrated by the separation member may or may not be physically separated, aobvious as unit
The component shown may or may not be physical unit, it can and it is in one place, or may be distributed over multiple
In network unit.It can select some or all of unit therein according to the actual needs to realize the mesh of this embodiment scheme
's.
It, can also be in addition, each functional unit in each embodiment of the application can integrate in one processing unit
It is that each unit physically exists alone, can also be integrated in one unit with two or more units.Above-mentioned integrated list
Member both can take the form of hardware realization, can also realize in the form of software functional units.
If the integrated unit is realized in the form of SFU software functional unit and sells or use as independent product
When, it can store in a computer readable storage medium.Based on this understanding, the technical solution of the application is substantially
The all or part of the part that contributes to existing technology or the technical solution can be in the form of software products in other words
Embody, which is stored in a computer readable storage medium, including some instructions use so that
One terminal device (can be mobile phone, notebook or other electronic equipments etc.) executes side described in each embodiment of the application
The all or part of the steps of method.And storage medium above-mentioned includes: USB flash disk, mobile hard disk, read-only memory (ROM, Read-Only
Memory), random access memory (RAM, Random Access Memory), magnetic or disk etc. are various can store journey
The medium of sequence code.
The above embodiments are merely illustrative of the technical solutions of the present invention, rather than its limitations；Although with reference to the foregoing embodiments
Invention is explained in detail, those skilled in the art should understand that: it still can be to aforementioned each implementation
Technical solution documented by example is modified or equivalent replacement of some of the technical features；And these modification or
Replacement, the spirit and scope for technical solution of various embodiments of the present invention that it does not separate the essence of the corresponding technical solution.
Claims (10)
1. a kind of capital construction power transmission engineering Schedule monitoring method is carried out for the construction speed to several nodes on capital construction power transmission engineering
Monitoring characterized by comprising
Obtain the field image data of each node；
Establish corresponding with capital construction power transmission engineering engineering Image model, the engineering Image model include it is several with it is each described
Node region to be filled correspondingly；
According to the field image data of each node in region to be filled corresponding with the node filling it is corresponding construct into
Spend information.
2. capital construction power transmission engineering Schedule monitoring method according to claim 1, which is characterized in that the field image data
Including aerial images data, the field image data for obtaining each node includes:
Course line is established based on the capital construction power transmission engineering, all nodes to be monitored are passed through in the course line；
Along the course line, each node to approach is shot, and obtains the aerial images data of each node；
By aerial images material upload to the storage location of corresponding node matching.
3. capital construction power transmission engineering Schedule monitoring method according to claim 1, which is characterized in that the field image data
Including ground image data, the field image data for obtaining each node includes:
Ground image data retake is carried out in each node；
Ground image data is uploaded to and the storage location of corresponding node matching.
4. capital construction power transmission engineering Schedule monitoring method according to claim 1, which is characterized in that the construction speed information
To show image data, the field image data according to each node is filled out in region to be filled corresponding with the node
Entering corresponding construction speed information includes:
Selected part is as displaying image data in the corresponding all field image data of node；
The displaying image data is inserted in the corresponding region to be filled of the node.
5. capital construction power transmission engineering Schedule monitoring method according to claim 1, which is characterized in that described to obtain each section
After the field image data of point, further includes:
The field image data is identified by image recognition model, knows the construction speed of each node.
6. capital construction power transmission engineering Schedule monitoring method according to claim 5, which is characterized in that the construction speed information
Including predetermined image data and text information, the field image data according to each node it is corresponding with the node to
Corresponding construction speed information is inserted in filling region specifically:
The predetermined image data and text information are inserted in corresponding region to be filled according to the construction speed of each node.
7. capital construction power transmission engineering Schedule monitoring method according to claim 5, which is characterized in that described to pass through image recognition
Model identifies the field image data, after the construction speed for knowing each node, further includes:
Statistics are carried out according to the construction speed of each node, form at least one of image data, table, video and text
The summary report of form.
8. capital construction power transmission engineering Schedule monitoring method according to claim 5, which is characterized in that described to pass through image recognition
Model identifies the field image data, before the construction speed for knowing each node, further includes:
Image recognition model is established based on deep learning algorithm；
To described image identification model input set engineering different times project progress image data and corresponding construction
Progress msg；
Start sample training, extract identification feature from the project progress image data, obtains the identification feature and construction
Corresponding relationship between progress；
According to the corresponding relationship iteration optimization described image identification model between the identification feature and construction speed.
9. a kind of monitoring system is monitored for the construction speed to several nodes on capital construction power transmission engineering, which is characterized in that
Include:
Image data obtains equipment, for obtaining the field image data of each node；
Electronic demonstration terminal, for establishing engineering Image model corresponding with the capital construction power transmission engineering, the engineering image mould
Type includes several regions to be filled correspondingly with each node；According to the field image data of each node with this
Node inserts corresponding construction speed information in corresponding region to be filled.
10. monitoring system according to claim 9, which is characterized in that the image data obtains equipment and includes:
It takes photo by plane unmanned plane, for establishing course line based on the capital construction power transmission engineering, the course line is by all to be monitored described
Node；Along the course line, each node to approach is shot, and obtains the aerial images data of each node；
Ground camera, for carrying out ground image data retake in each node；By ground image data be uploaded to it is corresponding
Node matching storage location.
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| CN111539653A (en) * | 2020-05-27 | 2020-08-14 | 山西东易园智能家居科技有限公司 | Intelligent filling construction progress management method |
| CN112380982A (en) * | 2020-11-13 | 2021-02-19 | 福建亿榕信息技术有限公司 | Integrated monitoring method for progress and quality of infrastructure project in power industry |
| CN113010987A (en) * | 2021-04-09 | 2021-06-22 | 北京科电亿网互联网科技有限公司 | Real-time judgment method for construction progress of overhead line based on Internet of things |
| CN113269233A (en) * | 2021-04-29 | 2021-08-17 | 国网福建省电力有限公司 | Intelligent monitoring and early warning system and method for subcontracting and subcontracting of building engineering |
| CN113537142A (en) * | 2021-08-03 | 2021-10-22 | 广东电网有限责任公司 | Monitoring method, device and system for construction progress of capital construction project and storage medium |
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