CN106919644A - bridge construction real-time monitoring system - Google Patents

bridge construction real-time monitoring system Download PDF

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Publication number
CN106919644A
CN106919644A CN201710030608.2A CN201710030608A CN106919644A CN 106919644 A CN106919644 A CN 106919644A CN 201710030608 A CN201710030608 A CN 201710030608A CN 106919644 A CN106919644 A CN 106919644A
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China
Prior art keywords
data
sensor
bridge
model
real
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CN201710030608.2A
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Chinese (zh)
Inventor
李�浩
田唯
朱浩
项梁
黎晖
白佳
翁方文
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CCCC Second Harbor Engineering Co
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CCCC Second Harbor Engineering Co
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Priority to CN201710030608.2A priority Critical patent/CN106919644A/en
Publication of CN106919644A publication Critical patent/CN106919644A/en
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION 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
    • G06Q50/00Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
    • G06Q50/08Construction
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24Querying
    • G06F16/248Presentation of query results
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/25Integrating or interfacing systems involving database management systems
    • G06F16/252Integrating or interfacing systems involving database management systems between a Database Management System and a front-end application
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/01Protocols
    • H04L67/12Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks

Abstract

The invention discloses a kind of bridge construction real-time monitoring system, including:Data acquisition device, after it gathers real time data by covering multiple sensors of Partial Bridges of having constructed, data acquisition device is used to process real time data and correspond to obtain data after the treatment of each sensor;Server, it is received and data after the treatment of each sensor of data storage harvester transmission;Network display platform, the corresponding position with actual bridge is provided with sensor model on its bridge model set up, network display platform is for data after the treatment of each sensor of the reception server transmission and corresponds to after sensor model, and it generates real-time three-dimensional model on the basis of bridge model.The present invention is visualized performance data in real-time three-dimensional model by being correspondingly arranged sensor model with actual bridge in network display platform by the round-the-clock automatic data collection of data acquisition device, so as to more intuitively show bridge construction information.

Description

Bridge construction real-time monitoring system
Technical field
The present invention relates to Bridge construction monitoring field.It is more particularly related to a kind of bridge construction monitor in real time System.
Background technology
Bridge construction monitoring is to mounted sensor carries out reading, and general's reality on bridge in bridge construction process Survey data to be contrasted with theoretical value, it is ensured that bridge construction is smoothed out.Present collecting method is usually staff Manually gathered at the construction field (site) in certain construction speed, then the original data processing that will be collected turns into achievement, but There is for example artificial gathered data of problems and processing data easily malfunctions;Only acquisition time data at that time, other time The data of section have no way of inquiring about, it is impossible to grasp the consecutive variations situation of data;Monitor in real time and early warning cannot be realized;Achievements exhibition is not It is directly perceived etc..
Some follow-on Bridge construction monitoring systems are occurred in that in recent years, and artificial acquisition mode is improved to adopt automatically Mode set, but still suffer from problems with:Manual method is still relied in terms of data processing and achievements exhibition;Data display is only It is simple list display, it is impossible to got information about for full-bridge state.Therefore searching one kind is needed badly round-the-clock to adopt automatically Collect data and performance data can be visualized so as to intuitively show the bridge construction real-time monitoring system of bridge construction information.
The content of the invention
It is an object of the invention to solve the above problems, and provide the advantage that will be described later.
It is a still further object of the present invention to provide a kind of bridge construction real-time monitoring system, by data acquisition device whole day Automatic data collection is waited, and sensor model is correspondingly arranged in real-time three-dimensional model by with actual bridge in network display platform It is middle to visualize performance data, so as to intuitively show bridge construction information.
In order to realize these purposes of the invention and further advantage, there is provided a kind of bridge construction monitor in real time system System, including:
Data acquisition device, its by cover Partial Bridges of having constructed multiple sensors gather real time data after, data Harvester is used to process real time data and correspond to obtain data after the treatment of each sensor;
Server, it is received and data after the treatment of each sensor of data storage harvester transmission;
The corresponding position with actual bridge is provided with sensor die on network display platform, its bridge model set up Type, network display platform is for data after the treatment of each sensor of the reception server transmission and corresponds to sensor die After type, it generates real-time three-dimensional model on the basis of bridge model.
Preferably, the data acquisition device includes:Multiple sensors, its different structure for being arranged on whole bridge On, the sensor is used to gather real time data, and real time data includes the stress data and environmental data of different structure;
Data acquisition device, it is connected with the sensor, and the data acquisition device includes the wireless of transmitting real-time data Transmitter;
Cloud server, after it receives and store the real time data that wireless launcher is transmitted, the meter that racks is entered to real time data Calculation obtains being stored after data after the treatment of each sensor, and cloud server can be by after the treatment of real time data or each sensor Data transfer is to server.
Preferably, server includes warning module, and warning module includes:
Transmitter unit, it is used to be sent to specified number includes the short message of stress data information;
Processing unit, it is connected to transmitter unit, and the processing unit is used for each biography for transmitting data acquisition device Stress data after the treatment of sensor in data is compared with corresponding threshold value, when stress data exceedes corresponding threshold value, The processing unit starts transmitter unit and sends short message, otherwise does not start transmitter unit then.
Preferably, when the real time data of sensor collection includes sensor sequence number, sensor mounting location, data acquisition Between, sensor stress value and temperature value.
Preferably, network display platform includes:
Threedimensional model unit, after it is used to set up bridge model according to original construction information, in the sensor of bridge model According to data correspondence generation real-time three-dimensional model after the treatment of each sensor on model;
Display unit, its part knot for being used for data display or hiding bridge model after the treatment according to each sensor Structure, display unit is additionally operable in sensor model data after the treatment of each sensor of show or hide.
Preferably, network display platform includes:Data processing module, it is used to receive and data acquisition in analytical cycle Data after the treatment of each sensor of device transmission.
Preferably, original construction information includes the type of bridge and the basic geological information of bridge.
Preferably, real-time three-dimensional model includes that bridge model is illustrated as nontransparent general mode with sensor model It is shown as nontransparent with sensor model and bridge model is translucent mode sensor.
Preferably, the data processing module includes:
NE, the treatment of its each sensor for being used for the respective sensor model for receiving data acquisition device transmission Data afterwards;
Memory cell, data after the treatment of each sensor of the respective sensor model that it was used in the storage cycle;
The change of data after analytic unit, its treatment for being used to reflecting in the form of a graph each sensor cycle Nei.
Preferably, the data processing module also includes:
Indexing unit, it is used to mark each corresponding sensor model with the first colour code or the second colour code;
State analysis unit, it is used for the stress number in data after the treatment of each sensor of respective sensor model It is compared according to corresponding threshold value, state analysis unit is connected to indexing unit.
The present invention at least includes following beneficial effect:
1) data acquisition:Bridge construction process is monitored with automatic data acquisition equipment using monitoring sensor, it is real Whole day real-time automatic collecting is showed, has solved the problems, such as the easy error of artificial collection and Real-time Collection cannot be realized.
2) performance data displaying:Using mobile workstation reading database information, can be used in network display platform and be based on The web technology of virtual reality makes bridge construction real-time monitoring platform webpage client, and performance data is visualized, and solves Bridge construction control information of having determined displaying is not directly perceived, the infull problem of exhibition information.Traditional achievements exhibition mode is usually work Make to be worked out after personnel are processed according to the sensing data for obtaining for achievement Report is sent to user, some projects also have by into The method that fruit is uploaded to network, is the form of picture and form;In the present invention, user accesses system using any equipment for surfing the net Sign in by determining website in bridge construction real-time monitoring system, can check that any sensor exists by adjusting visual angle and position Position and its data in bridge, can also transfer the historical data of any time, and exhibition information is intuitively convenient, this technology side Case has breakthrough innovation in terms of the comprehensive displaying of performance data.
Further advantage of the invention, target and feature embody part by following explanation, and part will also be by this The research and practice of invention and be understood by the person skilled in the art.
Brief description of the drawings
Fig. 1 is the schematic flow sheet of Bridge construction monitoring system operation of the invention;
Fig. 2 coordinates the flow of operation to illustrate for each several part of the Bridge construction monitoring system of another embodiment of the present invention Figure.
Specific embodiment
The present invention is described in further detail below in conjunction with the accompanying drawings, to make those skilled in the art with reference to specification text Word can be implemented according to this.
It should be noted that in the description of the invention, term " on ", D score, "front", "rear", "left", "right", " top ", The orientation or position relationship of the instruction such as " bottom ", " interior ", " outward " are based on orientation shown in the drawings or position relationship, merely to just In description the present invention and simplify describe, be not indicate or imply meaning device or element must with specific orientation, with Specific azimuth configuration and operation, therefore be not considered as limiting the invention.
As shown in figure 1, the present invention provides a kind of bridge construction real-time monitoring system, including:
Data acquisition device, behind multiple sensors collection real time data i.e. 101 that it passes through to cover Partial Bridges of having constructed, Data acquisition device is used to process real time data and correspond to obtain data i.e. 102 after the treatment of each sensor;
Server, data are 103 after the treatment of its each sensor for receiving data acquisition device transmission, then server Store after the treatment of each sensor data and be transferred to network display platform i.e. 104;
The corresponding position with actual bridge is provided with sensor die on network display platform, its bridge model set up Type, network display platform is for data after the treatment of each sensor of the reception server transmission and corresponds to sensor die After type, it is 105 that it generates real-time three-dimensional model on the basis of bridge model.
It is by covering in system per bridge block as a subsystem in bridge construction real-time monitoring system of the invention Multiple sensor gathered datas 101 of Partial Bridges of having constructed are covered, sensor can be at a certain distance or according to bridge pier quantity etc. It is uniformly arranged, sensor may include strain transducer, cable tension sensor, strain transducer and Temperature Humidity Sensor etc..Pass through Transmitting equipment will in various sensors gather data transfer to central server or cloud server, in central server or cloud End server is processed and stored while receiving the real time data of sensor, number after the corresponding treatment for obtaining each sensor Can be stored according to after 102.The data for storing and being saved in server after the treatment of each sensor after data 103 are received by server In storehouse, then network display platform 104 is transferred to, by the network display platform for weaving, such as three-dimension monitoring system form web page, After network display platform is read out to data after the treatment of each sensor, real-time three-dimensional model exhibition is generated with reference to bridge model Show to user 105.Bridge model is preset with three-dimension monitoring system page end, bridge model includes multiple and real sensor Corresponding sensor model, after three-dimension monitoring system page end receives displaying order, each sensing of the reception server transmission Data and corresponded in sensor model after the treatment of device, and generate reality on the basis of bridge model according to these data When threedimensional model, and because multiple sensors are to cover Partial Bridges of having constructed, therefore with the intensification of construction speed, real-time three Sensor model is also on the increase in dimension module, so that the intuitively information such as displaying construction speed, bridge data.User may be selected to step on Record computer or mobile phone terminal log in three-dimension monitoring system page end and check bridge construction monitor in real time information at any time, not by time and ground Point limitation.
In another technical scheme, as shown in Fig. 2 the data acquisition device includes:Multiple sensors, it is arranged on On the different structure of whole bridge, the sensor is used to gather real time data, and real time data includes the stress number of different structure According to this and environmental data;
Data acquisition device, it is connected with the sensor, and the data acquisition device includes the wireless of transmitting real-time data Transmitter;
Cloud server, after it receives and store the real time data that wireless launcher is transmitted, the meter that racks is entered to real time data Calculation obtains being stored after data after the treatment of each sensor, and cloud server can be by after the treatment of real time data or each sensor Data transfer is to server.
In bridge construction real-time monitoring system, per bridge block by after multiple sensor gathered datas by Data Integration to count According to vasculum, then by all of real-time number by way of the wireless launcher in data acquisition device is with GSM/GPRS/WIFI Cloud server is transferred to according to this, and the laggard calculating treatment of racking of real time data that cloud server receives sensor obtains each biography Data after the treatment of sensor, by data storage after the treatment of each sensor after, server can as needed read cloud service Real time data in device data and is saved in the database of server respectively after the treatment of each sensor, then by weaving Network display platform be that three-dimensional real-time monitoring system web terminal is read out to real time data and shows user.Bed rearrangement bridge Sensing data be all incorporated into same system, be easy to manage and show, can be at any time per the real-time status of bridge block Grasp;Sensing data can be directly that wireless built computer is transferred to high in the clouds by wireless launcher, and while storage Corresponding data processing is carried out using cloud computing technology, finally by the data Cun Chudao databases after treatment, whole process one Gas is breathed out into, improves transmission and treatment effeciency.Monitoring Data is all stored beyond the clouds, is easy to data analysis and will not be lost Lose.
In another technical scheme, server includes warning module, and warning module includes:
Transmitter unit, it is used to be sent to specified number includes the short message of stress data information;
Processing unit, it is connected to transmitter unit, and the processing unit is used for each biography for transmitting data acquisition device Stress data after the treatment of sensor in data is compared with corresponding threshold value, when stress data exceedes corresponding threshold value, The processing unit starts transmitter unit and sends short message, otherwise does not start transmitter unit then.
The setting of warning module makes system have Construction State automatic early-warning function, according to Monitoring Data, pre-sets threshold Value, early warning signal is sent when during for there is stress data to be more than the data exception of corresponding threshold value in time, sends mobile phone short Related bridge construction management personnel are believed, comprising the corresponding sensor position of stress data for exception occur in the SMS of transmission The information such as put, be easy to administrative staff to take measures reply.
In another technical scheme, sensor collection real time data include sensor sequence number, sensor mounting location, Data acquisition time, sensor stress value and temperature value.
In another technical scheme, network display platform includes:
Threedimensional model unit, after it is used to set up bridge model according to original construction information, in the sensor of bridge model According to data correspondence generation real-time three-dimensional model after the treatment of each sensor on model;
Display unit, its part knot for being used for data display or hiding bridge model after the treatment according to each sensor Structure, display unit is additionally operable in sensor model data after the treatment of each sensor of show or hide.
Threedimensional model unit can check work for user by way of three-dimensional display in three-dimensional construction scene interface Cheng Jindu, bridge can be adjusted in display unit according to the construction speed of the data display of the sensor for covering Partial Bridges of having constructed The part-structure show or hide of model, so that displaying construction speed more directly perceived, show or hide is needed also dependent on user Data after the treatment of each sensor.Can further set in addition display unit can control the real-time three-dimensional model of generation can basis Need to rotate, amplify and reduce, with reference to existing virtual reality technology, user can be similar to unrestrained with first person pattern Trip pattern is browsed from one end of real-time three-dimensional model Bridge to the other end, during can be by operating mouse and keyboard Walked in real-time three-dimensional model, can closely be checked sensor states simultaneously, compared to looking down visual angle, roam mode for The position observation of sensor is more directly perceived, so as to realize the viewing directly perceived and displaying of more various visual angles.
In another technical scheme, network display platform includes data processing module, and it is used to receive and analytical cycle Data after the treatment of each sensor of interior data acquisition device transmission.Data are easy to analysis in data processing module measurement period Condition of construction in a period of time, with statistical significance, conveniently checks.
In another technical scheme, original construction information includes the type of bridge and the basic geological information of bridge.Bridge The basic geological information of beam such as length, width and height etc..
Network display platform is that the process that three-dimensional real-time monitoring system page end is set up specifically may include following steps:
Three-dimensional modeling:The two-dimentional drawing file of target bridge is imported at the beginning of being fabricated to bridge in professional 3 d modeling software Step threedimensional model, keeps it consistent with bridge actual size ratio, then carries out textures and renders, and generation can be three-dimensional with other The bridge model file of engine platform docking;
Virtual Construction scene construction:Using terrain editor device according to actual landform situation system in virtual reality development platform A Virtual Terrain is made, bridge model file is imported into Virtual Terrain, according to Bridge construction monitoring outline in bridge mould Place a number of sensor model and be used for showing monitoring data in the formulation position of type;
Programming in logic and data interaction:Writing script file C# or JAVA SCRIPT makes bridge and sensor model root Factually border condition of construction produces certain dynamic, for example, rotate, amplify, reduce and according to construction speed hidden parts component Model.Write C# script files and send request of data to network display platform, so as to produce data interaction with network data base, both Numerical value such as bridge data, construction speed etc. that real-time Bridge construction monitoring data can be also changed in database can be read.
UI is designed and Homepage Publishing is reached the standard grade:Needed rationally to design each function button and status display according to monitoring function Column, according to certain size proportional arrangement on screen, it is ensured that the function needed for whole monitoring system being capable of a mesh on screen So.The virtual reality bridge construction scene that UI will finally be designed is packaged into web page files and is distributed to internet, and user can be with By means of the username and password specified Bridge construction monitoring platform is logged in using any one computer.
In another technical scheme, real-time three-dimensional model is illustrated as nontransparent including bridge model with sensor model General mode and sensor model to be shown as nontransparent and bridge model be translucent mode sensor.Bridge model is half It is more convenient to check data after the treatment of each sensor during pellucidity.
In another technical scheme, the data processing module includes:
NE, the treatment of its each sensor for being used for the respective sensor model for receiving data acquisition device transmission Data afterwards;
Memory cell, data after the treatment of each sensor of the respective sensor model that it was used in the storage cycle;
The change of data after analytic unit, its treatment for being used to reflecting in the form of a graph each sensor cycle Nei.
This kind of analysis mode conveniently checks Bridge construction monitoring sensor in real time with historical data curve so as to analyze construction Situation.
In another technical scheme, the data processing module also includes:
Indexing unit, it is used to mark each corresponding sensor model with the first colour code or the second colour code;
State analysis unit, it is used for the stress number in data after the treatment of each sensor of respective sensor model It is compared according to corresponding threshold value, state analysis unit is connected to indexing unit.
When the stress data in data after the treatment of each sensor exceedes corresponding threshold value, with the first colour code mark Remember each corresponding sensor model, the stress data after treatment of each sensor in data is not less than corresponding threshold value When, each corresponding sensor model is marked with the second colour code, so that normal data and abnormal data are distinguished, convenient management Personnel check treatment.In practical application can further preset first threshold value and the Second Threshold of the early warning less than first threshold, Four kinds of colour codes such as can be set, such as red mark represents that stress exceedes first threshold, yellow mark represents stress not less than the One threshold value but Second Threshold is exceeded, green mark represents that stress is normal, blueness mark represents that not reading stress data is Sensor loses connection status.
Although embodiment of the present invention is disclosed as above, it is not restricted to listed in specification and implementation method With, it can be applied to various suitable the field of the invention completely, for those skilled in the art, can be easily Other modification is realized, therefore under the universal limited without departing substantially from claim and equivalency range, the present invention is not limited In specific details and shown here as the legend with description.

Claims (10)

1. a kind of bridge construction real-time monitoring system, it is characterised in that including:
Data acquisition device, its by cover Partial Bridges of having constructed multiple sensors gather real time data after, data acquisition Device is used to process real time data and correspond to obtain data after the treatment of each sensor;
Server, it is received and data after the treatment of each sensor of data storage harvester transmission;
The corresponding position with actual bridge is provided with sensor model on network display platform, its bridge model set up, Network display platform is for data after the treatment of each sensor of the reception server transmission and corresponds to sensor model Afterwards, it generates real-time three-dimensional model on the basis of bridge model.
2. bridge construction real-time monitoring system as claimed in claim 1, it is characterised in that the data acquisition device includes: Multiple sensors, it is arranged on the different structure of whole bridge, and the sensor is used to gather real time data, real time data bag Include the stress data and environmental data of different structure;
Data acquisition device, it is connected with the sensor, and the data acquisition device includes the wireless transmission of transmitting real-time data Device;
Cloud server, after it receives and store the real time data that wireless launcher is transmitted, carries out cloud computing and obtains to real time data Stored after data after to the treatment of each sensor, cloud server can be by data after the treatment of real time data or each sensor It is transferred to server.
3. bridge construction real-time monitoring system as claimed in claim 1, it is characterised in that server includes warning module, Warning module includes:
Transmitter unit, it is used to be sent to specified number includes the short message of stress data information;
Processing unit, it is connected to transmitter unit, and the processing unit is used for each sensor for transmitting data acquisition device Treatment after stress data in data be compared with corresponding threshold value, it is described when stress data exceedes corresponding threshold value Processing unit starts transmitter unit and sends short message, otherwise does not start transmitter unit then.
4. bridge construction real-time monitoring system as claimed in claim 1, it is characterised in that the real time data bag of sensor collection Include sensor sequence number, sensor mounting location, data acquisition time, sensor stress value and temperature value.
5. bridge construction real-time monitoring system as claimed in claim 1, it is characterised in that network display platform includes:
Threedimensional model unit, after it is used to set up bridge model according to original construction information, in the sensor model of bridge model On according to after the treatment of each sensor data correspondence generation real-time three-dimensional model;
Display unit, its part-structure for being used for data display or hiding bridge model after the treatment according to each sensor, exhibition Show that unit is additionally operable in sensor model data after the treatment of each sensor of show or hide.
6. bridge construction real-time monitoring system as claimed in claim 1, it is characterised in that network display platform includes:Data Processing module, it is used to receive in simultaneously analytical cycle data after the treatment of each sensor of data acquisition device transmission.
7. bridge construction real-time monitoring system as claimed in claim 5, it is characterised in that original construction information includes bridge The basic geological information of type and bridge.
8. bridge construction real-time monitoring system as claimed in claim 1, it is characterised in that real-time three-dimensional model includes bridge mould Type is illustrated as nontransparent general mode with sensor model and sensor model is shown as nontransparent and bridge model for partly Transparent mode sensor.
9. bridge construction real-time monitoring system as claimed in claim 6, it is characterised in that the data processing module includes:
NE, it is used for number after the treatment of each sensor of the respective sensor model for receiving data acquisition device transmission According to;
Memory cell, data after the treatment of each sensor of the respective sensor model that it was used in the storage cycle;
The change of data after analytic unit, its treatment for being used to reflecting in the form of a graph each sensor cycle Nei.
10. bridge construction real-time monitoring system as claimed in claim 9, it is characterised in that the data processing module is also wrapped Include:
Indexing unit, it is used to mark each corresponding sensor model with the first colour code or the second colour code;
State analysis unit, its be used for by the stress data in data after the treatment of each sensor of respective sensor model with Corresponding threshold value is compared, and state analysis unit is connected to indexing unit.
CN201710030608.2A 2017-01-17 2017-01-17 bridge construction real-time monitoring system Pending CN106919644A (en)

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CN107967791A (en) * 2017-11-21 2018-04-27 北京恒华伟业科技股份有限公司 A kind of warning information display methods and device
CN108537463A (en) * 2018-04-20 2018-09-14 中铁四局集团第三建设有限公司 Cast-in-situ bridge support system construction monitoring system and method based on BIM
CN108632333A (en) * 2017-09-18 2018-10-09 淄博职业学院 Construction site real time data acquisition, storage, uploading system and application method
CN108632332A (en) * 2017-09-18 2018-10-09 淄博职业学院 A kind of construction engineering quality security information high in the clouds data collecting system and application method
CN109472548A (en) * 2018-10-18 2019-03-15 南京天辰礼达电子科技有限公司 A kind of CFG pile foundation digitlization construction management plateform system
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CN111130549A (en) * 2020-02-14 2020-05-08 山东博远重工有限公司 Bridge template on-site intelligent monitoring system and method
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CN112729365A (en) * 2020-12-16 2021-04-30 西安热工研究院有限公司 System and method for displaying measuring points of wind turbine sensor and calling data
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CN107943823B (en) * 2017-10-17 2021-12-14 北京壹陆科技发展有限公司 Real-time big data processing platform of digital construction
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CN109556897A (en) * 2018-11-16 2019-04-02 王玉波 A kind of bridge construction system in science of bridge building field
CN111062084A (en) * 2019-12-30 2020-04-24 广东海外建设咨询有限公司 Municipal bridge engineering construction supervision system
CN111130549A (en) * 2020-02-14 2020-05-08 山东博远重工有限公司 Bridge template on-site intelligent monitoring system and method
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Application publication date: 20170704