CN108534832A - A kind of civil engineering work monitoring system - Google Patents
A kind of civil engineering work monitoring system Download PDFInfo
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- CN108534832A CN108534832A CN201810351734.2A CN201810351734A CN108534832A CN 108534832 A CN108534832 A CN 108534832A CN 201810351734 A CN201810351734 A CN 201810351734A CN 108534832 A CN108534832 A CN 108534832A
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- G—PHYSICS
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- G01D—MEASURING NOT SPECIALLY ADAPTED FOR A SPECIFIC VARIABLE; ARRANGEMENTS FOR MEASURING TWO OR MORE VARIABLES NOT COVERED IN A SINGLE OTHER SUBCLASS; TARIFF METERING APPARATUS; MEASURING OR TESTING NOT OTHERWISE PROVIDED FOR
- G01D21/00—Measuring or testing not otherwise provided for
- G01D21/02—Measuring two or more variables by means not covered by a single other subclass
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- G—PHYSICS
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- G06F30/00—Computer-aided design [CAD]
- G06F30/10—Geometric CAD
- G06F30/13—Architectural design, e.g. computer-aided architectural design [CAAD] related to design of buildings, bridges, landscapes, production plants or roads
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F30/00—Computer-aided design [CAD]
- G06F30/20—Design optimisation, verification or simulation
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- G—PHYSICS
- G08—SIGNALLING
- G08C—TRANSMISSION SYSTEMS FOR MEASURED VALUES, CONTROL OR SIMILAR SIGNALS
- G08C17/00—Arrangements for transmitting signals characterised by the use of a wireless electrical link
- G08C17/02—Arrangements for transmitting signals characterised by the use of a wireless electrical link using a radio link
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Abstract
The invention discloses a kind of civil engineering works to monitor system, including building internal stress data acquisition module, building external data acquisition module, central processing unit, building situation forecast module, building assessment of scenario module, alarm module, sensing data identification module, physical model structure module, virtual parameter actuator, virtual parameter module, simulation analysis module.The present invention passes through the acquisition to civil engineering work planted agent force data and acceleration information, in conjunction with building settlement parameter, the acquisition of displacement parameter, gradient parameter, fracture parameters and degree of disturbing supplemental characteristic, realize the comprehensive monitoring of building situation, system carries data analysis function, can carry out the output of the current comprehensive condition of building structure according to the data detected in real time；By building the structure of simulation model, the prediction to the subsequent scenario of building and simulation analysis are realized, can find to lead to the problem of in building structure in time.
Description
Technical field
The present invention relates to building monitoring systems, and in particular to a kind of civil engineering work monitoring system.
Background technology
Currently, the monitoring to building structure, is sent out by monitoring personnel for example, by ocular estimate, emission spectrometry, sound mostly
The methods of method, rebound method, leak test method, pulse echo method, ray method is penetrated to be periodically detected.It is lacked below generally existing
It falls into：Data integrity is poor, is only monitored to the local feature of structure, cannot achieve the relevance between data；It is detected
To data be static data, build the later stage development how about and the safety that can bring of these deformation datas
Hidden danger can not all carry out forecast analysis；Real-time is poor, just can know that the current state of building structure by post-processing, cannot
Realize the real-time monitoring of building situation.
Invention content
To solve the above problems, the present invention provides a kind of civil engineering works to monitor system, based on fibre optical sensor and
Unmanned plane module realize civil engineering work planted agent's force data, building settlement parameter, displacement parameter, gradient parameter, split
The acquisition for stitching parameter and vibration data, to realize the comprehensive monitoring of building situation；System carries data prediction and analyzes work(
Can, according to the data that detect can carry out that building structure is current in real time and in following a period of time comprehensive condition output.
To achieve the above object, the technical solution that the present invention takes is：
A kind of civil engineering work monitoring system, which is characterized in that including
Internal stress data acquisition module is built, is made of, is used for several fibre optical sensor groups being cast in building structure
The acquisition of planted agent's force data is built, and collected data are sent to monitoring center by wireless transport module；
Building external data acquisition module, for by fibre optical sensor group and unmanned plane carry out building settlement parameter,
The acquisition of displacement parameter, gradient parameter, fracture parameters and vibration parameters data, and collected data are passed through into wireless transmission
Module is sent to monitoring center；
Monitoring center, for receiving received by building internal stress data acquisition module, building external data acquisition module
Data, and be sent to database after these data are marked with its corresponding building essential information and store, will be complete
It is sent to building situation forecast module and building assessment of scenario module at the data of label；It is additionally operable to the data conversion that will be received
The data format that can be identified at simulation analysis module is sent to simulation analysis module；For what is inputted according to human-computer interaction module
Data are called corresponding data to be sent to display screen in database and are shown；Control for receiving human-computer interaction module input
System order, and specified module is sent it to according to preset algorithm；User's registration, rights management and password is additionally operable to repair
Change；
Situation forecast module is built, short-term forecast unit is established using statistical regression and data-driven method, utilizes acquisition
Inner parameter data, the external parameter data arrived generate short-term building situation forecast information, are used for warning module；
Assessment of scenario module is built, building situation identification is carried out using RF random forests, and by recognition result with table
Form is sent to display screen and is shown；
Simulation analysis module, for building the simulation analysis model of related building by Simulink to the number that is monitored
According to progress simulation analysis；
Alarm module, for being opened and closed according to the assessment result of building situation forecast module.
Preferably, the alarm module includes
Voice alarm module, the control command for being sent according to building situation forecast module send out audio alert；
Short message editing sending module, the control command for being sent according to building situation forecast module send early warning short message extremely
Specified mobile terminal.
Preferably, the short message of transmission is including at least building position, the probability of the security risk and generation that may occur.
Preferably, the fracture parameters are prepared by the following：Obtaining for outer surface of building image is carried out by unmanned plane
It takes, image denoising is carried out using bilateral filtering and piecewise linear transform algorithm respectively and image enhancement pre-processes；And use iteration
Adaptive threshold fuzziness method carries out image binaryzation processing；The length-width ratio for being then based on connected component boundary rectangle carries out crack
Shape recognition completes the detection and identification of crack target.
Preferably, the sensor group is made of several sensors with big dipper module, which passes through short message
The mode of communication and the monitoring center communicate, for sending the position where each sensor in real time.
Preferably, further include a graphics module, for according to building internal stress data acquisition module and building external data
The collected data of acquisition module institute generate various curve graphs.
Preferably, further include a cloud computing module, for according to received monitoring data and preset number of targets
According to being calculated and obtained a result.
Preferably, further include a solar panel, which, which pastes, is arranged on the external wall of building body,
It is electrically connected by power cord and the building internal stress data acquisition module.
Preferably, the RF random forests are based on previous building planted agent force data, acceleration information, settlement parameter, position
Constructed by the building safety hidden danger that shifting parameter, gradient parameter, fracture parameters and vibration parameters data may be brought with it.
Preferably, further include a sensor group monitoring modular, for passing through data-mining module in received data
The interior excavation for carrying out each sensor identity data, once the continuous identity data for not excavating respective sensor in certain time,
Then start sensor repair alarm module, by the position data of the fault message of the sensor and its place be sent to display screen into
Row display.
The invention has the advantages that：
Civil engineering work planted agent's force data, building settlement ginseng are realized based on fibre optical sensor and unmanned plane module
The acquisition of number, displacement parameter, gradient parameter, fracture parameters and vibration data, to realize the comprehensive prison of building situation
It surveys；System carries data prediction analytic function, can carry out building structure at present and future one according to the data detected in real time
The output of comprehensive condition in the section time.Building situation identification is carried out using RF random forests, improves the place of analysis on monitoring result
Manage efficiency.
Description of the drawings
Fig. 1 is the system block diagram that a kind of civil engineering work of the embodiment of the present invention monitors system.
Specific implementation mode
In order to make objects and advantages of the present invention be more clearly understood, the present invention is carried out with reference to embodiments further
It is described in detail.It should be appreciated that the specific embodiments described herein are merely illustrative of the present invention, it is not used to limit this hair
It is bright.
As shown in Figure 1, an embodiment of the present invention provides a kind of civil engineering works to monitor system, including
Internal stress data acquisition module is built, is made of, is used for several fibre optical sensor groups being cast in building structure
The acquisition of planted agent's force data is built, and collected data are sent to monitoring center by wireless transport module；
Building external data acquisition module, for by fibre optical sensor group and unmanned plane carry out building settlement parameter,
The acquisition of displacement parameter, gradient parameter, fracture parameters and vibration parameters data, and collected data are passed through into wireless transmission
Module is sent to monitoring center；
Monitoring center, for receiving received by building internal stress data acquisition module, building external data acquisition module
Data, and be sent to database after these data are marked with its corresponding building essential information and store, will be complete
It is sent to building situation forecast module and building assessment of scenario module at the data of label；It is additionally operable to the data conversion that will be received
The data format that can be identified at simulation analysis module is sent to simulation analysis module；For what is inputted according to human-computer interaction module
Data are called corresponding data to be sent to display screen in database and are shown；Control for receiving human-computer interaction module input
System order, and specified module is sent it to according to preset algorithm；User's registration, rights management and password is additionally operable to repair
Change；
Situation forecast module is built, short-term forecast unit is established using statistical regression and data-driven method, utilizes acquisition
Inner parameter data, the external parameter data arrived generate short-term building situation forecast information, are used for warning module；
Assessment of scenario module is built, building situation identification is carried out using RF random forests, and by recognition result with table
Form is sent to display screen and is shown；The RF random forests are based on previous building planted agent force data, acceleration information, heavy
The building safety hidden danger that drop parameter, displacement parameter, gradient parameter, fracture parameters and vibration parameters data may be brought with it
It is constructed；
Simulation analysis module, for building the simulation analysis model of related building by Simulink to the number that is monitored
According to progress simulation analysis；
Alarm module, for being opened and closed according to the assessment result of building situation forecast module；
Graphics module, for being collected according to building internal stress data acquisition module and building external data acquisition module
Data generate various curve graphs.
Cloud computing module, for being calculated and being obtained according to received monitoring data and preset target data
As a result, interior set various target datas and its programming of corresponding calculation formula.
Solar panel, which, which pastes, is arranged on the external wall of building body, passes through power cord and institute
It states building internal stress data acquisition module to be electrically connected, for powering for the building internal stress acquisition module.
Sensor group monitoring modular, for carrying out each sensor body in received data by data-mining module
The excavation of part data, once the continuous identity data for not excavating respective sensor in certain time, then start sensor repair
The position data of the fault message of the sensor and its place is sent to display screen and shown, to remind work by alarm module
Make personnel and carries out repair and replacement in time.
The alarm module includes
Voice alarm module, the control command for being sent according to building situation forecast module send out audio alert；
Short message editing sending module, the control command for being sent according to building situation forecast module send early warning short message extremely
Specified mobile terminal.The short message of transmission is including at least building position, the probability of the security risk and generation that may occur.
The fracture parameters are prepared by the following：The acquisition of outer surface of building image is carried out by unmanned plane, is used
Bilateral filtering and piecewise linear transform algorithm carry out image denoising and image enhancement pretreatment respectively；And use iteration self-adapting threshold
It is worth split plot design and carries out image binaryzation processing；The length-width ratio for being then based on connected component boundary rectangle carries out the shape knowledge in crack
Not, the detection and identification of crack target are completed.
The sensor group is made of several sensors with big dipper module, the side which is communicated by short message
Formula and the monitoring center communicate, for sending the position where each sensor in real time.
The above is only a preferred embodiment of the present invention, it is noted that for the ordinary skill people of the art
For member, without departing from the principle of the present invention, it can also make several improvements and retouch, these improvements and modifications are also answered
It is considered as protection scope of the present invention.
Claims (10)
1. a kind of civil engineering work monitors system, which is characterized in that including
Internal stress data acquisition module is built, is made of several fibre optical sensor groups being cast in building structure, for building
The acquisition of planted agent's force data, and collected data are sent to monitoring center by wireless transport module；
Building external data acquisition module, for carrying out building settlement parameter, displacement by fibre optical sensor group and unmanned plane
The acquisition of parameter, gradient parameter, fracture parameters and vibration parameters data, and collected data are passed through into wireless transport module
It is sent to monitoring center；
Monitoring center, for receiving the number received by building internal stress data acquisition module, building external data acquisition module
According to, and be sent to database after these data are marked with its corresponding building essential information and store, it will complete to mark
The data of note are sent to building situation forecast module and building assessment of scenario module；It is additionally operable to the data conversion Cheng Fang that will be received
The data format that true analysis module can identify is sent to simulation analysis module；Data for being inputted according to human-computer interaction module
It calls corresponding data to be sent to display screen in database to be shown；Control life for receiving human-computer interaction module input
It enables, and sends it to specified module according to preset algorithm；It is additionally operable to user's registration, rights management and password modification；
Situation forecast module is built, short-term forecast unit is established using statistical regression and data-driven method, utilization is collected
Inner parameter data, external parameter data generate short-term building situation forecast information, are used for warning module；
Assessment of scenario module is built, building situation identification is carried out using RF random forests, and in table form by recognition result
Display screen is sent to be shown；
Simulation analysis module, for built by Simulink the simulation analysis model of related building to the data that are monitored into
Row simulation analysis；
Alarm module, for being opened and closed according to the assessment result of building situation forecast module.
2. a kind of civil engineering work according to claim 1 monitors system, which is characterized in that the alarm module includes
Voice alarm module, the control command for being sent according to building situation forecast module send out audio alert；
Short message editing sending module, the control command for being sent according to building situation forecast module send early warning short message to specified
Mobile terminal.
3. a kind of civil engineering work according to claim 2 monitors system, which is characterized in that the short message of transmission is at least wrapped
Include building position, may occur security risk and generation probability.
4. a kind of civil engineering work according to claim 1 monitors system, which is characterized in that the fracture parameters pass through
Following methods obtain：The acquisition that outer surface of building image is carried out by unmanned plane is calculated using bilateral filtering and piecewise linear transform
Method carries out image denoising and image enhancement pretreatment respectively；And it is carried out at image binaryzation using iteration self-adapting thresholding method
Reason；The length-width ratio for being then based on connected component boundary rectangle carries out the shape recognition in crack, completes the detection and knowledge of crack target
Not.
5. a kind of civil engineering work according to claim 1 monitors system, which is characterized in that if the sensor group by
The dry sensor with big dipper module is constituted, which is communicated by way of short message communication with the monitoring center, is used
Position where sending each sensor in real time.
6. a kind of civil engineering work according to claim 1 monitors system, which is characterized in that further include a drawing mould
Block, it is various for being generated according to the collected data of building internal stress data acquisition module and building external data acquisition module institute
Curve graph.
7. a kind of civil engineering work according to claim 1 monitors system, which is characterized in that further include a cloud computing mould
Block, for being calculated and being obtained a result according to received monitoring data and preset target data.
8. a kind of civil engineering work according to claim 1 monitors system, which is characterized in that further include a solar-electricity
Pond plate, which, which pastes, is arranged on the external wall of building body, passes through power cord and building planted agent's force data
Acquisition module is electrically connected.
9. a kind of civil engineering work according to claim 1 monitors system, which is characterized in that the RF random forests base
In previous building planted agent force data, acceleration information, settlement parameter, displacement parameter, gradient parameter, fracture parameters and vibration
Constructed by the building safety hidden danger that supplemental characteristic may be brought with it.
10. a kind of civil engineering work according to claim 1 monitors system, which is characterized in that further include a sensor
Group monitoring modular, the excavation for carrying out each sensor identity data in received data by data-mining module,
Once the continuous identity data for not excavating respective sensor in certain time then starts sensor repair alarm module, by this
The fault message of sensor and its position data at place are sent to display screen and are shown.
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Cited By (13)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN109211333A (en) * | 2018-11-08 | 2019-01-15 | 广州益牛科技有限公司 | High tower class building structure damage monitoring system |
| CN109282853A (en) * | 2018-10-24 | 2019-01-29 | 广州市花林景观工程有限公司 | Civil engineering work intelligent real time monitoring system |
| CN109443433A (en) * | 2018-11-08 | 2019-03-08 | 深圳美特优科技有限公司 | High tower class building structure damages wireless monitor system |
| CN109470306A (en) * | 2018-11-08 | 2019-03-15 | 深圳众宝城贸易有限公司 | Civil engineering work structure intelligent monitors system |
| CN109583099A (en) * | 2018-12-04 | 2019-04-05 | 黄河水利职业技术学院 | A kind of building data monitoring device based on BIM |
| CN110031043A (en) * | 2019-05-08 | 2019-07-19 | 商丘工学院 | A kind of civil engineering work structure real-time intelligent monitoring system |
| CN110927362A (en) * | 2019-12-09 | 2020-03-27 | 黄河交通学院 | Civil engineering building monitoring system |
| CN111256890A (en) * | 2020-02-12 | 2020-06-09 | 金陵科技学院 | Long-period fiber grating axial stress estimation method based on random forest |
| CN111756438A (en) * | 2020-07-14 | 2020-10-09 | 山东舜感光电科技有限公司 | Sedimentation tilt optical fiber real-time monitoring and early warning system |
| CN113706822A (en) * | 2021-08-26 | 2021-11-26 | 深圳随锐云网科技有限公司 | Safety coefficient data model construction method and early warning device based on AI (Artificial Intelligence) |
| CN116256016A (en) * | 2022-11-30 | 2023-06-13 | 广东省建筑设计研究院有限公司 | Whole process health monitoring system of building structure system |
| CN117863351A (en) * | 2024-03-12 | 2024-04-12 | 武汉博雅宏科技有限公司 | Control method and system for production process of assembled building component |
| CN117863351B (en) * | 2024-03-12 | 2024-06-04 | 武汉博雅宏科技有限公司 | Control method and system for production process of assembled building component |
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| CN109583099A (en) * | 2018-12-04 | 2019-04-05 | 黄河水利职业技术学院 | A kind of building data monitoring device based on BIM |
| CN110031043A (en) * | 2019-05-08 | 2019-07-19 | 商丘工学院 | A kind of civil engineering work structure real-time intelligent monitoring system |
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| CN110927362B (en) * | 2019-12-09 | 2022-03-04 | 黄河交通学院 | Civil engineering building monitoring system |
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| CN111256890A (en) * | 2020-02-12 | 2020-06-09 | 金陵科技学院 | Long-period fiber grating axial stress estimation method based on random forest |
| CN111256890B (en) * | 2020-02-12 | 2021-04-23 | 金陵科技学院 | Long-period fiber grating axial stress estimation method based on random forest |
| CN111756438A (en) * | 2020-07-14 | 2020-10-09 | 山东舜感光电科技有限公司 | Sedimentation tilt optical fiber real-time monitoring and early warning system |
| CN113706822A (en) * | 2021-08-26 | 2021-11-26 | 深圳随锐云网科技有限公司 | Safety coefficient data model construction method and early warning device based on AI (Artificial Intelligence) |
| CN116256016A (en) * | 2022-11-30 | 2023-06-13 | 广东省建筑设计研究院有限公司 | Whole process health monitoring system of building structure system |
| CN117863351A (en) * | 2024-03-12 | 2024-04-12 | 武汉博雅宏科技有限公司 | Control method and system for production process of assembled building component |
| CN117863351B (en) * | 2024-03-12 | 2024-06-04 | 武汉博雅宏科技有限公司 | Control method and system for production process of assembled building component |
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Application publication date: 20180914 |