CN113992891A - Visual application system based on video monitoring multi-information fusion - Google Patents
Visual application system based on video monitoring multi-information fusion Download PDFInfo
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N7/00—Television systems
- H04N7/18—Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
- H04N23/60—Control of cameras or camera modules
- H04N23/67—Focus control based on electronic image sensor signals
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
- H04N23/60—Control of cameras or camera modules
- H04N23/695—Control of camera direction for changing a field of view, e.g. pan, tilt or based on tracking of objects
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
- H04N23/80—Camera processing pipelines; Components thereof
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Abstract
The invention discloses a visual application system based on video monitoring multi-information fusion, which belongs to the technical field of water affair construction, realizes the water conservancy application of video monitoring picture augmented reality by combining a video monitoring picture with a multi-dimensional information acquisition fusion and a new video identification point rapid positioning technology, structurally describes background information (water conservancy facility basic information data, hydrology real-time monitoring information data, work condition real-time monitoring and control information data) in a video, visualizes all content scenes, finally forms visualized commands, improves the reaction capability and the processing efficiency of on-duty personnel on the hydrology, work condition and water conservancy facility data, ensures that the on-duty personnel do not need to independently check related information on each system, ensures that all important related information can be visually and truly displayed in the current monitoring picture, and greatly improves the work efficiency, the utilization rate of the existing facilities forms a novel early warning system for flood control, irrigation and water environment treatment.
Description
Technical Field
The invention belongs to the technical field of water affair construction, and particularly relates to a visual application system based on video monitoring multi-information fusion.
Background
At present, in the whole water affair informatization construction, video monitoring cameras are deployed in important water conservancy facilities such as riverways, dikes, culverts, lakes, reservoirs and the like, at present, the use of the video monitoring is the same as that of the traditional video security, the video monitoring does not have any water affair service application characteristic, and the pile number and the flood control grade of the dikes cannot be intuitively known when the riverways are watched through video pictures; when a lake is watched, the ecological protection line, the related sewage outlet information and the like of the lake cannot be intuitively known, so that the video utilization rate is low, the information resource utilization of a video camera cannot be maximized, and the video camera cannot be fused with other water conservancy services; in the process of security monitoring, data acquisition and transmission can only be realized, prediction analysis cannot be performed according to the monitored data, accident risk caused by abnormal data is difficult to predict, and retention accidents are easy to occur, so that a visual application system based on video monitoring multi-information fusion is needed to solve the problems.
Disclosure of Invention
Technical problem to be solved
In order to overcome the defects of the prior art, the invention provides a visual application system based on video monitoring multi-information fusion, which solves the problems that the use of video monitoring is the same as the traditional video security, and the system does not have any water service application characteristic, when a river channel is watched through a video picture, the pile number and the flood control grade of a dike cannot be directly known, the ecological protection line, the related sewage outlet information and the like of a lake cannot be directly known, so that the use rate of video is low, the information resource utilization of a video camera cannot be maximized, and the system and other water service can be fused and applied; in the process of security monitoring, data acquisition and transmission can only be realized, prediction analysis can not be performed according to the monitored data, and the problem of accident risk caused by abnormal data is difficult to predict.
(II) technical scheme
In order to achieve the purpose, the invention provides the following technical scheme: the utility model provides a visual application system based on video monitoring multi-information fusion, includes the data acquisition unit, the output of video acquisition unit is connected with the output that the video surveillance flows inserts and management module, the output that the video surveillance flows the output that inserts and management module is connected with the input of video surveillance picture information point sign editing module, video surveillance picture information point sign editing module and data storage unit both way junction, data storage unit and hydrology real-time supervision information data management module, the real-time monitoring of work situation and control information data management module and water conservancy facility basic information data management module both way junction.
The output ends of the data storage unit and the data acquisition unit are connected with the input end of a risk prediction unit, the input end of the risk prediction unit is connected with the output ends of a hydrological real-time monitoring information data management module, a work condition real-time monitoring and control information data management module and a water conservancy facility infrastructure information data management module, the output end of the data storage unit is connected with the input end of a video monitoring stream access and management module, the output end of the risk prediction unit is connected with the input end of a risk investigation module, the output end of the risk investigation module is connected with the input end of a safety grade evaluation module, the output end of the safety grade evaluation module is connected with the input end of an emergency processing unit, and the output end of the emergency processing unit is connected with the input end of a feedback transmission module.
As a further scheme of the invention: the video monitoring picture information point identification editing module is used for adding data contents in video pictures, including hydrologic monitoring data and basic attribute data, work condition monitoring data and control information data, water conservancy facility basic data and space data information, custom adding, editing and deleting various data, setting important monitoring areas of the videos and automatic cruising routes of the videos, simultaneously corresponding various information and coordinate information of the video pictures one by one, and storing and fetching the data to the data storage unit in a classified mode.
As a further scheme of the invention: the video monitoring stream access and management module is used for accessing a video camera supporting national standards and an onvif protocol, managing channel codes of the accessed camera, providing stream playing and multi-source data fusion visualization presentation and watching, realizing direction rotation and focal length of a cloud deck and an accurate positioning rapid control video, intercepting video stream pictures, and sharing video information through an application interface.
As a further scheme of the invention: the water conservancy facility basic information data management module is used for providing functions of inputting, editing and deleting basic information data of the water conservancy facility, providing spatial position information, engineering attribute information, the water conservancy facility and monitoring telemetry station information which are checked in a video picture, increasing the field perceptibility, checking detailed information, positioning and amplifying to a specific position of the facility in a one-key mode, and realizing content and live-action fusion visualization.
As a further scheme of the invention: the hydrological real-time monitoring information data management module is used for accessing a collection sensor supporting a hydrological SL651-2014 transmission communication protocol, analyzing and managing data, simultaneously supporting the real-time monitoring data of water and rain condition, flow, pressure and water quality viewed in a video picture, and comprises real-time data, 8-hour data, historical data, statistical super-alarm data, online offline quantity, statistical present water condition alarm records and historical alarm records, and custom query historical data, so that the fusion visualization of content and real scenes is realized.
As a further scheme of the invention: the working condition real-time monitoring and control information data management module is used for accessing collection sensors and equipment of modbus and PLC communication protocol, analyzing and managing data, providing working condition monitoring data for checking pump stations and gates in video pictures, remotely controlling the opening and closing of pump station units and gates, checking the unit starting state of the pump stations, the number of starting units, the running time, the pumping capacity, electrical running parameters, the water levels of a forebay and an external river, the instantaneous flow and the gate opening degree of a pump station water outlet, remotely controlling the starting and closing of the units, checking the opening degree condition of the gates, remotely opening the gates, controlling the gate opening degree, checking the water level, the instantaneous flow, the historical water level and flow and the accumulated flow of the gates, and realizing the visual fusion of content and real scenes.
As a further scheme of the invention: the data acquisition unit adopts a water level sensor, a flow sensor, a camera, a video collector, a pump station controller and a gate controller as field data acquisition equipment, and transmits acquired data to the visual application system through a single data acquisition terminal through a 4G network or a wired network.
As a further scheme of the invention: the data storage unit comprises a hydrological database, a work condition database, a video database and a basic database.
A hydrological database: real-time dynamic and historical data including water level, flow are stored.
An engineering condition database: the storage comprises pump station operation work condition data (unit operation data and electrical data) and gate operation work condition data (gate opening).
A video database: and storing the video monitoring data.
A basic database: the storage comprises water conservancy facility data, water conservancy project data, characteristic value data and space data.
As a further scheme of the invention: the risk prediction unit comprises an accident case base and a safety monitoring standard base, wherein the accident case base is a part of accident cases built in a user, the accident cases are automatically added or led in, the user inquires the accident cases in real time, the accident cases in the accident case base are related to the data monitoring range in the safety monitoring standard base, the safety inspection standard of the unit is customized according to the actual situation, and the standard data of the unit is added or led in according to the safety monitoring standard.
The risk investigation module is used for analyzing the safety monitoring data, assessing accident risks according to abnormal data, and establishing a safety rating standard according to investigation assessment information through the safety rating module, wherein the standard content comprises assessment items and assessment contents.
As a further scheme of the invention: the emergency processing unit comprises a communication module and a plan generating module.
A communication module: and newly adding or importing the emergency telephone type and the telephone number of the unit to form an emergency address book of the unit and associating various user terminals.
A plan generation module: and (4) performing correlation matching on the data range according to the safety monitoring standard and the safety accidents in the accident case library, and generating an emergency plan through risk investigation and safety level evaluation.
(III) advantageous effects
Compared with the prior art, the invention has the beneficial effects that:
1. in the invention, by combining a video monitoring picture with a new technology of multi-dimensional information acquisition fusion and video identification point quick positioning, the water conservancy application of video monitoring picture augmented reality is realized, background information (water conservancy facility basic information data, hydrologic real-time monitoring information data, work condition real-time monitoring and control information data) in a video is structurally described, so that the background information automatically generates a virtual water level scale, a flow dynamic arrow, a characteristic value line simulation and a water conservancy facility, can be searched and positioned, can realize GPS coordinate mapping, direction perception and video linkage functions, enhances the combination of real-time images and hydrologic information, grasps the whole situation through the visual angle of a monitoring area, better presents video data, hydrologic data, work condition data, flow data, early warning information content and all content scenes, and finally forms visualized commands, the response capability and the disposal efficiency of the on-duty personnel to the hydrology, work condition and water conservancy facility data are improved, the on-duty personnel do not need to independently check related information on each system, all important related information can be visually and truly displayed in a current monitoring picture, the working efficiency is greatly improved, the utilization rate of the existing facilities is increased, and a novel early warning system for flood control, irrigation and water environment treatment is formed;
2. according to the method, the accident case is built in a part of accident cases for a user through an accident case base, the accident cases are automatically added or led in, the user inquires the accident cases in real time, the accident cases in the accident case base are related to the data monitoring range in the safety monitoring standard base, the safety inspection standard of the unit is customized according to the actual situation, the acquisition and processing of auxiliary data information are increased, the processing result of the event is graded, different processing means are adopted according to different grades, an emergency plan is generated through an emergency processing unit, and then the prediction is carried out according to further data analysis, so that the accuracy of intelligent analysis and abnormal event detection is effectively improved, the abnormal events monitored by an application system are quickly and effectively processed, the retention accidents are avoided, and the autonomous strain capability of the system is improved.
Drawings
FIG. 1 is a schematic flow diagram of the system of the present invention.
Detailed Description
The technical solution of the present patent will be described in further detail with reference to the following embodiments.
As shown in the figure, the present invention provides a technical solution: the visual application system comprises a data acquisition unit, wherein the output end of the video acquisition unit is connected with the output end of a video monitoring stream access and management module, the output end of the video monitoring stream access and management module is connected with the input end of a video monitoring picture information point identification editing module, the video monitoring picture information point identification editing module is in bidirectional connection with a data storage unit, and the data storage unit is in bidirectional connection with a hydrological real-time monitoring information data management module, a work condition real-time monitoring and control information data management module and a water conservancy facility basic information data management module.
The output ends of the data storage unit and the data acquisition unit are connected with the input end of the risk prediction unit, the input end of the risk prediction unit is connected with the output ends of the hydrological real-time monitoring information data management module, the work condition real-time monitoring and control information data management module and the water conservancy facility infrastructure information data management module, the output end of the data storage unit is connected with the input end of the video monitoring stream access and management module, the output end of the risk prediction unit is connected with the input end of the risk investigation module, the output end of the risk investigation module is connected with the input end of the safety grade evaluation module, the output end of the safety grade evaluation module is connected with the input end of the emergency processing unit, and the output end of the emergency processing unit is connected with the input end of the feedback transmission module.
The video monitoring picture information point identification editing module is used for adding data contents in video pictures, including hydrologic monitoring data and basic attribute data, work condition monitoring data and control information data, water conservancy facility basic data and space data information, custom adding, editing and deleting various data, setting important monitoring areas of the videos and automatic cruising routes of the videos, simultaneously corresponding various information and coordinate information of the video pictures one by one, and storing and fetching the data contents to the data storage unit in a classified mode.
The video monitoring stream access and management module is used for accessing a video camera supporting national standards and an onvif protocol, managing channel codes of the accessed camera, providing stream playing and multi-source data fusion visualization presentation and watching, realizing direction rotation and focal length of a cloud deck and an accurate positioning rapid control video, intercepting video stream pictures, and sharing video information through an application interface.
The water conservancy infrastructure basic information data management module is used for providing functions of inputting, editing and deleting basic information data of the water conservancy infrastructure, providing spatial position information, engineering attribute information, water conservancy infrastructure and monitoring telemetry station information which are checked based on a video picture, increasing the field perceptibility, checking detailed information, positioning and amplifying to a specific position of the infrastructure in a one-key mode, and realizing content and real scene fusion visualization.
The hydrological real-time monitoring information data management module is used for accessing a collecting sensor supporting a hydrological SL651-2014 transmission communication protocol, analyzing and managing data, simultaneously supporting the real-time monitoring data of water and rain condition, flow, pressure and water quality viewed in a video picture, and comprises real-time data, 8-hour data, historical data, statistical alarm data, online and offline quantity, statistical present water condition alarm records and historical alarm records, and custom query historical data, so that the fusion and visualization of content and real scenes are realized.
The working condition real-time monitoring and control information data management module is used for being connected with acquisition sensors and equipment of modbus and PLC communication protocols, analyzing and managing data, providing working condition monitoring data for checking pump stations and gates in video pictures, remotely controlling the opening and closing of pump station units and gates, checking unit starting states of the pump stations, the number of starting units, the running time, pumping capacity and electrical running parameters, water levels of a forebay and an external river, instantaneous flow and gate opening degree of a pump station water outlet, remotely controlling the starting and closing of the units, checking opening degree conditions of the gates, remotely opening the gates, controlling gate opening degree, checking water levels, instantaneous flow, historical water levels, flow and accumulated flow of the gates, and realizing visual fusion of content scenes.
The data acquisition unit adopts a water level sensor, a flow sensor, a camera, a video collector, a pump station controller and a gate controller as field data acquisition equipment, and transmits acquired data to the visual application system through a single data acquisition terminal through a 4G network or a wired network.
The data storage unit comprises a hydrological database, a work condition database, a video database and a basic database.
A hydrological database: real-time dynamic and historical data including water level, flow are stored.
An engineering condition database: the storage comprises pump station operation work condition data (unit operation data and electrical data) and gate operation work condition data (gate opening).
A video database: and storing the video monitoring data.
A basic database: the storage comprises water conservancy facility data, water conservancy project data, characteristic value data and space data.
The risk prediction unit comprises an accident case base and a safety monitoring standard base, wherein the accident case base is a part of accident cases built in a user, the accident cases are automatically added or led in, the user inquires the accident cases in real time, the accident cases in the accident case base are related to the data monitoring range in the safety monitoring standard base, the safety inspection standard of the unit is customized according to the actual situation, and the standard data of the unit is added or led in according to the safety monitoring standard.
The risk investigation module is used for analyzing the safety monitoring data, evaluating accident risks according to the abnormal data, and establishing a safety grade evaluation standard according to the investigation evaluation information through the safety grade evaluation module, wherein the standard content comprises evaluation items and evaluation content.
The emergency processing unit comprises a communication module and a plan generating module.
A communication module: and newly adding or importing the emergency telephone type and the telephone number of the unit to form an emergency address book of the unit and associating various user terminals.
A plan generation module: and (4) performing correlation matching on the data range according to the safety monitoring standard and the safety accidents in the accident case library, and generating an emergency plan through risk investigation and safety level evaluation.
In conclusion, the following results are obtained:
by combining a video monitoring picture with a multi-dimensional information acquisition and fusion and a new video identification point rapid positioning technology, the water conservancy application of the video monitoring picture augmented reality is realized, background information (water conservancy facility basic information data, hydrologic real-time monitoring information data, work condition real-time monitoring and control information data) in a video is structurally described, so that the background information automatically generates a virtual water level scale, a flow dynamic arrow, characteristic value line simulation and water conservancy facilities, can be searched and positioned, can realize GPS coordinate mapping, direction sensing and video linkage functions, enhances the combination of real-time images and hydrologic information, grasps the whole condition through a monitoring area visual angle, better presents video data, hydrologic data, work condition data, flow data, early warning information content and all content real scenes and visualizations, and finally forms visualized command, the reaction capability and the disposal efficiency of the on-duty personnel to the hydrology, the work condition and the water conservancy facility data are improved, the on-duty personnel do not need to look up relevant information on each system independently, all important relevant information can be visually and truly displayed in the current monitoring picture, the working efficiency is greatly improved, the utilization rate of the existing facilities is increased, and a novel early warning system for flood control, irrigation and water environment treatment is formed.
The method comprises the steps of setting a part of accident cases in a user through an accident case library, automatically adding or importing the accident cases, inquiring the accident cases in real time by the user, associating the accident cases in the accident case library with data monitoring ranges in a safety monitoring standard library, customizing safety inspection standards of a unit according to actual conditions, increasing acquisition and processing of auxiliary data information, and grading processing results of events, so that different processing means are adopted according to different grades, an emergency plan is generated through an emergency processing unit, and then, guessing is carried out according to further data analysis, the accuracy of intelligent analysis and abnormal event detection is effectively improved, abnormal events monitored by an application system are quickly and effectively processed, accident retention is avoided, and the autonomous strain capacity of the system is improved.
The points to be finally explained are: although the present invention has been described in detail with reference to the general description and the specific embodiments, on the basis of the present invention, the above embodiments are only used for illustrating the technical solutions of the present invention, and not for limiting the same; while the invention has been described in detail and with reference to the foregoing embodiments, it will be understood by those skilled in the art that: the technical solutions described in the foregoing embodiments may still be modified, or some or all of the technical features may be equivalently replaced; and the modifications or the substitutions do not make the essence of the corresponding technical solutions depart from the scope of the technical solutions of the embodiments of the present invention.
Claims (10)
1. The utility model provides a visual application system based on video monitoring multi-information fusion, includes data acquisition unit, its characterized in that: the output end of the video acquisition unit is connected with the output end of the video monitoring stream access and management module, the output end of the video monitoring stream access and management module is connected with the input end of the video monitoring picture information point identification editing module, the video monitoring picture information point identification editing module is bidirectionally connected with the data storage unit, and the data storage unit is bidirectionally connected with the hydrologic real-time monitoring information data management module, the work condition real-time monitoring and control information data management module and the water conservancy facility basic information data management module;
the output ends of the data storage unit and the data acquisition unit are connected with the input end of a risk prediction unit, the input end of the risk prediction unit is connected with the output ends of a hydrological real-time monitoring information data management module, a work condition real-time monitoring and control information data management module and a water conservancy facility infrastructure information data management module, the output end of the data storage unit is connected with the input end of a video monitoring stream access and management module, the output end of the risk prediction unit is connected with the input end of a risk investigation module, the output end of the risk investigation module is connected with the input end of a safety grade evaluation module, the output end of the safety grade evaluation module is connected with the input end of an emergency processing unit, and the output end of the emergency processing unit is connected with the input end of a feedback transmission module.
2. The visual application system based on video monitoring multi-information fusion as claimed in claim 1, wherein: the video monitoring picture information point identification editing module is used for adding data contents in video pictures, including hydrologic monitoring data and basic attribute data, work condition monitoring data and control information data, water conservancy facility basic data and space data information, custom adding, editing and deleting various data, setting important monitoring areas of the videos and automatic cruising routes of the videos, simultaneously corresponding various information and coordinate information of the video pictures one by one, and storing and fetching the data to the data storage unit in a classified mode.
3. The visual application system based on video monitoring multi-information fusion as claimed in claim 1, wherein: the video monitoring stream access and management module is used for accessing a video camera supporting national standards and an onvif protocol, managing channel codes of the accessed camera, providing stream playing and multi-source data fusion visualization presentation and watching, realizing direction rotation and focal length of a cloud deck and an accurate positioning rapid control video, intercepting video stream pictures, and sharing video information through an application interface.
4. The visual application system based on video monitoring multi-information fusion as claimed in claim 1, wherein: the water conservancy facility basic information data management module is used for providing functions of inputting, editing and deleting basic information data of the water conservancy facility, providing spatial position information, engineering attribute information, the water conservancy facility and monitoring telemetry station information which are checked in a video picture, increasing the field perceptibility, checking detailed information, positioning and amplifying to a specific position of the facility in a one-key mode, and realizing content and live-action fusion visualization.
5. The visual application system based on video monitoring multi-information fusion as claimed in claim 1, wherein: the hydrological real-time monitoring information data management module is used for accessing a collection sensor supporting a hydrological SL651-2014 transmission communication protocol, analyzing and managing data, simultaneously supporting the real-time monitoring data of water and rain condition, flow, pressure and water quality viewed in a video picture, and comprises real-time data, 8-hour data, historical data, statistical super-alarm data, online offline quantity, statistical present water condition alarm records and historical alarm records, and custom query historical data, so that the fusion visualization of content and real scenes is realized.
6. The visual application system based on video monitoring multi-information fusion as claimed in claim 1, wherein: the working condition real-time monitoring and control information data management module is used for accessing collection sensors and equipment of modbus and PLC communication protocol, analyzing and managing data, providing working condition monitoring data for checking pump stations and gates in video pictures, remotely controlling the opening and closing of pump station units and gates, checking the unit starting state of the pump stations, the number of starting units, the running time, the pumping capacity, electrical running parameters, the water levels of a forebay and an external river, the instantaneous flow and the gate opening degree of a pump station water outlet, remotely controlling the starting and closing of the units, checking the opening degree condition of the gates, remotely opening the gates, controlling the gate opening degree, checking the water level, the instantaneous flow, the historical water level and flow and the accumulated flow of the gates, and realizing the visual fusion of content and real scenes.
7. The visual application system based on video monitoring multi-information fusion as claimed in claim 1, wherein: the data acquisition unit adopts a water level sensor, a flow sensor, a camera, a video collector, a pump station controller and a gate controller as field data acquisition equipment, and transmits acquired data to the visual application system through a single data acquisition terminal through a 4G network or a wired network.
8. The visual application system based on video monitoring multi-information fusion as claimed in claim 1, wherein: the data storage unit comprises a hydrological database, a work condition database, a video database and a basic database;
a hydrological database: storing real-time dynamic and historical data including water level and flow;
an engineering condition database: the storage comprises pump station operation work condition data (unit operation data and electrical data) and gate operation work condition data (gate opening);
a video database: storing the video monitoring data;
a basic database: the storage comprises water conservancy facility data, water conservancy project data, characteristic value data and space data.
9. The visual application system based on video monitoring multi-information fusion as claimed in claim 1, wherein: the risk prediction unit comprises an accident case base and a safety monitoring standard base, wherein the accident case base is a part of accident cases built in a user, the accident cases are automatically added or led in, the user inquires the accident cases in real time, the accident cases in the accident case base are associated with the data monitoring range in the safety monitoring standard base, the safety inspection standard of the unit is customized according to the actual situation, and the standard data of the unit is added or led in according to the safety monitoring standard;
the risk investigation module is used for analyzing the safety monitoring data, assessing accident risks according to abnormal data, and establishing a safety rating standard according to investigation assessment information through the safety rating module, wherein the standard content comprises assessment items and assessment contents.
10. The visual application system based on video monitoring multi-information fusion as claimed in claim 9, wherein: the emergency processing unit comprises a communication module and a plan generating module;
a communication module: newly adding or importing the emergency telephone type and the telephone number of the unit to form an emergency address book of the unit and associating various user terminals;
a plan generation module: and (4) performing correlation matching on the data range according to the safety monitoring standard and the safety accidents in the accident case library, and generating an emergency plan through risk investigation and safety level evaluation.
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Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN116193169A (en) * | 2023-01-05 | 2023-05-30 | 广州卫讯科技有限公司 | Visual broadcast linkage emergency event handling system |
| CN116307741A (en) * | 2023-05-18 | 2023-06-23 | 四川省亚通工程咨询有限公司 | Highway bridge engineering construction risk assessment system based on big data |
| CN117475591A (en) * | 2023-11-13 | 2024-01-30 | 山东华特智慧技术有限公司 | Reservoir dam safety monitoring system based on video and data integration and early warning and positioning method thereof |
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2021
- 2021-10-22 CN CN202111234758.8A patent/CN113992891A/en active Pending
Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN116193169A (en) * | 2023-01-05 | 2023-05-30 | 广州卫讯科技有限公司 | Visual broadcast linkage emergency event handling system |
| CN116307741A (en) * | 2023-05-18 | 2023-06-23 | 四川省亚通工程咨询有限公司 | Highway bridge engineering construction risk assessment system based on big data |
| CN116307741B (en) * | 2023-05-18 | 2024-03-15 | 四川省亚通工程咨询有限公司 | Highway bridge engineering construction risk assessment system based on big data |
| CN117475591A (en) * | 2023-11-13 | 2024-01-30 | 山东华特智慧技术有限公司 | Reservoir dam safety monitoring system based on video and data integration and early warning and positioning method thereof |
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