CN109191358A - Urban Flood control prevention waterlogging monitoring commander's operating system - Google Patents
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Abstract
It prevents waterlogging the invention discloses a kind of Urban Flood control and monitors commander's operating system comprising infrastructure layer, general utility functions layer, service application layer and presentation layer.Infrastructure layer includes the perception terminal for Acquisition Instrument waterlogging point real-time monitoring information and the network transmitting unit for real-time detection information to be transferred to general utility functions layer.General utility functions layer is used to implement resource integration and information sharing comprising: GIS-Geographic Information System, wisdom integrated database.Service application layer forms visual decision-making assistant information for being analyzed and processed according to the information that general utility functions layer provides.Presentation layer issues service request to service application layer Transfer Parameters, and obtains and show the decision-making assistant information that service application layer returns.Visual dynamic analog is carried out the beneficial effects of the present invention are prediction waterlogging forming process and to by the process, effectively commanding is assisted to grasp waterlogging dangerous situation comprehensively, make decisions and command.
Description
Technical field
The present invention relates to the technical field of Urban Flood control prevention waterlogging engineering, in particular to a kind of Urban Flood control prevention waterlogging monitoring commander
Operating system.
Background technique
In recent years, taking place frequently with urban waterlogging caused by heavy rainfall, municipal sector to reinforce urban waterlogging monitoring and warning,
It promotes urban waterlogging risk control ability to pay more attention to, and is tried in the cities such as Guangzhou, Beijing, Shanghai development city waterlogging combined pre-warning
Point Demonstration Construction.
In prior art means, mainly having for Urban Flood control prevention waterlogging monitoring commander's operation is realized:
1, the methods of image recognition, sensor perception judge whether that ponding and waterlogging depth of accumulated water etc. realize urban waterlogging
The on-line monitoring of situation judges ponding situation according to the monitoring of water level depth, ponding area, and threshold value is arranged and realizes super water level
Alarm.Wherein image recognition mainly identifies discharge area, or identifies depth by gauge.
2, the long-range monitoring that product flood monitoring is realized by transmission modes such as Internet of Things, 4G is disposed by centralization so that adjusting
Degree center personnel can grasp the flooded situation of rainwater product of larger section, and scene coordinates to carry out without human attendance, by control centre
The disposition such as pump drainage flood operation, traffic control.
3, elevation model is carried out according to urban geography spatial character, generates the urban models comprising elevation information, root
According to certain the total rainfall of time interior prediction, depression area and subterranean pipe line information is obtained, the depth of accumulated water in depression is predicted, in ponding
When depth is greater than given threshold, the warning information of characterization depression waterlogging is generated.
4, waterlogging water regime monitoring, the alarm of road ponding are realized by waterlogging real time monitoring, geographical information technology etc., and
Realize additional transport dredge, the function of rescue personnel's rational management.In conjunction with road ponding real time data and spatial position point information,
Road network system, traffic guidance personnel positions and rescue current resources situation, carry out space by map server and attribute data are handled,
Form traffic dispersion scheme or rescue dispatch scheme.
Generally speaking, generally existing following problems are commanded in existing Urban Flood control prevention waterlogging monitoring:
1), mainly stress the real-time monitoring of city waterlogging point and the publication of warning message, lack and waterlogging dangerous situation is predicted；
2), monitoring results are based primarily upon meteorological rainfall data and realize that accuracy, reliability be not strong, and reference significance is little, past
It is referred to toward urban planning is served only for；
3), to the big data analysis scarce capacity of flood control prevention waterlogging management, unpredictable product flood duration and ponding variation；
4) monitoring for, only focusing on city ponding, waterlogging can not effectively support prevention and disposal process in thing etc. in advance.
The presence of above-mentioned prior art feature and defect will lead to the serious lag of flood control prevention waterlogging monitoring commander's operation, and
The possibility of fault, therefore, the existing technology has yet to be improved and developed.
Summary of the invention
In view of the problems of the existing technology, the main object of the present invention is to provide a kind of Urban Flood control prevention waterlogging monitoring commander
Operating system can realize Accurate Prediction waterlogging forming process and carry out visual dynamic analog to by the process, effectively auxiliary
Commanding is helped to grasp waterlogging dangerous situation comprehensively, make decisions and command.
To achieve the above object, Urban Flood control prevention waterlogging monitoring commander's operating system proposed by the present invention comprising basis is set
Apply layer, general utility functions layer, service application layer and presentation layer.
Infrastructure layer includes: the perception terminal for Acquisition Instrument waterlogging point real-time monitoring information, is used for real-time detection
Information is transferred to the network transmitting unit of general utility functions layer.
General utility functions layer is used to implement resource integration and information sharing comprising: GIS-Geographic Information System and the comprehensive number of wisdom
According to library.GIS-Geographic Information System provides the dimensional topography geomorphology information of waterlogging point, and wisdom integrated database includes for service application layer
The business library of monitoring commander's job information of history is provided and the theme library of the resource information of auxiliary monitoring commander's operation is provided.
Service application layer forms visual auxiliary and determines for being analyzed and processed according to the information that general utility functions layer provides
Plan information.
Presentation layer issues service request to service application layer Transfer Parameters, and obtains and show what service application layer returned
Decision-making assistant information.
Preferably, perception terminal includes the water level sensor for monitoring waterlogging point water level, for monitoring rainfall information
Rainfall gauge, for monitoring the analyzer of the flow sensor of pipe network flow velocity and the soil permeability of monitoring waterlogging point.
Preferably, perception terminal further include: for acquiring the video monitor of waterlogging point real-time image information.
Preferably, network transmitting unit include mobile communications network module, government network module, Internet of Things private network module and
The Internet module.
Service application layer includes Early-Warning System, observation chamber system, command dispatching system, mobile application module and synthesis
Management system.
Early-Warning System is used to carry out urban waterlogging depth of accumulated water and the flooded process of product according to real-time monitoring information pre-
It surveys, generates the flooded process curves of water level of product, and real time water level, forecast level are superimposed upon on the model of dimensional topography landforms, and root
Warning information is issued according to early warning rule.
Observe chamber system be used for by wisdom integrated database information, with perception terminal acquisition real-time monitoring information with
The dimensional topography geomorphology information superposition that GIS-Geographic Information System provides, is visually shown.
Command dispatching system transfers the prison of history in wisdom integrated database for the information that chamber system according to the observation is shown
Cls command job information or emergency preplan provide automatic starting emergency response, the function of sending instructions under intelligence.
Mobile application module is used to link with observation chamber system and command dispatching system, in rescue personnel's progress
The information of flood point, which is inquired, the condition of a disaster of city product flood reports, disposes information response's feedback provides serve port.
Total management system carries out early warning rule for Early-Warning System and observation chamber system to be managed for configuration
Setting, the inquiry of the maintenance and management of basic information, operation log and user right setting.
Preferably, service application layer further includes the weather information system for obtaining weather information with weather bureau's system docking
System.
Preferably, service application layer further includes for counting waterlogging point ponding grade statistics, waterlogging point depth of accumulated water, waterlogging
The business datum and body data that predictive information, real-time rainfall information and wisdom integrated database provide are for statistical analysis
Information statistic system.
Preferably, general utility functions layer further includes melting for realizing what is communicated between mobile application module and command dispatching system
Hop communication system.
Preferably, business library includes monitoring business datum, emergency management and rescue business datum, decision commanding business datum and calamity
Feelings overview business datum；Theme library include waterlogging point subject data, relief goods subject data, drainage pipeline networks subject data,
Manage information subjective data.
Preferably, presentation layer includes for sending service request to service application layer and obtaining the B/S of decision-making assistant information
Client and mobile terminal.
The present invention predicts waterlogging by the water level information of real-time detection waterlogging point, the flow velocity of drainage pipeline networks, rainfall information
Event, depth of accumulated water and its evolution process generate curves of water level and carry out dynamic prediction, while by the real time water level of monitoring and prediction
Water level is superimposed upon on the threedimensional model of dimensional topography landforms composition, and situation is flooded in simulation on threedimensional model, to realize waterlogging
The liquid level rising of point-formation product flood-gradually recession overall process dynamic analog, intuitively and effectively assists commanding to determine
Plan, if need traffic control, evacuating personnel and placement；The business datum and number of topics that predictive information and the comprehensive library of wisdom provide
According to comprehensive display can be carried out on threedimensional model, and by the information of displaying linkage to the B/S of commanding and rescue personnel visitor
On family end and mobile terminal, facilitate the uniformly coordinated dynamic management realized to rescue personnel, emergency materials, it is pre- quickly to form emergency
Case improves the emergency disposal efficiency to waterlogging point.
Detailed description of the invention
In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, to embodiment or will show below
There is attached drawing needed in technical description to be briefly described, it should be apparent that, the accompanying drawings in the following description is only this
Some embodiments of invention for those of ordinary skill in the art without creative efforts, can be with
The structure shown according to these attached drawings obtains other attached drawings.
Fig. 1 is Urban Flood control of the present invention prevention waterlogging monitoring commander's operating system-embodiment structural schematic diagram；
Fig. 2 is the business process map of service application layer；
Fig. 3 is the prediction and warning flow chart of Early-Warning System；
The object of the invention is realized, the embodiments will be further described with reference to the accompanying drawings for functional characteristics and advantage.
Specific embodiment
The present invention proposes a kind of Urban Flood control prevention waterlogging monitoring commander's operating system.
Referring to Fig.1, Fig. 1 is Urban Flood control of the present invention prevention waterlogging monitoring commander's operating system-embodiment structural schematic diagram,
Fig. 2 is the business process map of service application layer, and Fig. 3 is the prediction and warning flow chart of Early-Warning System.
As shown in Figure 1, in embodiments of the present invention, Urban Flood control prevention waterlogging monitoring commander's operating system comprising basis
Facility layer 100, general utility functions layer 200, service application layer 300 and presentation layer 400.
Infrastructure layer 100 includes: the perception terminal for Acquisition Instrument waterlogging point real-time monitoring information, for that will examine in real time
Measurement information is transferred to the network transmitting unit (not shown) of general utility functions layer 200 and computer storage facility 160 is constituted.
Wherein, perception terminal includes: water level sensor 120, rainfall gauge 110, flow sensor 130 and analyzer 140.
Water level sensor 120 is generally located on the easily flooded position such as low-lying land, inspection shaft for monitoring waterlogging point water level, the water level sensor 120
It sets, constitutes to live sensing network, realize to vulnerable to calamity point water level information real-time perception and storage.Rainfall gauge 110 is for monitoring
The rainfall information of waterlogging point, flow sensor 130 are used to monitor the pipe network flow velocity of the drainage pipeline around waterlogging point, analyzer
140, for monitoring the soil permeability of waterlogging point, provide base reference data with the water level forecast for waterlogging point.
Network transmitting unit includes mobile communications network module, government network module, Internet of Things private network module and internet
Module, so that different perception terminals can send monitoring information to general utility functions layer with flexible choice different network module
200。
Computer storage facility 160 is used to receive and store external watermark protocol, meteorology, fundamental geological, drainage pipeline networks, patrols
The auxiliary informations such as event, emergency materials are looked into, then are aggregated into general utility functions layer 200, classified storage is carried out according to data type, is
Product flood early warning and emergency disposal provide infrastructural support.
It is industry that general utility functions layer 200, which is used to implement resource integration the information that infrastructure layer 100 provides with information sharing,
Application layer of being engaged in provides data supporting comprising: GIS-Geographic Information System 210 and wisdom integrated database 220.
Wherein, GIS-Geographic Information System 210 provides the dimensional topography geomorphology information of waterlogging point, forms threedimensional model, is simultaneously
Flood control prevention waterlogging monitoring commander's operating system provides the basis of map application.
Wisdom integrated database 220 includes that the business of monitoring commander's job information of history is provided for service application layer 300
The theme library of the resource information of library and offer auxiliary monitoring commander's operation, is mainly that service application layer 300 provides data supporting.
In the present embodiment, business library includes monitoring business datum, emergency management and rescue business datum, decision commanding business datum and the condition of a disaster
Overview business datum, perception terminal real time traffic data collected are classified value monitoring business datum, and inspection event is then returned
Class is to decision commanding business datum.Theme library includes waterlogging point subject data, relief goods subject data, drainage pipeline networks number of topics
According to, geography information subject data, emergency materials are classified into relief goods subject data, and drainage pipeline networks information is classified into row
In pipe network subject data, Fundamental Geographic Information System is classified into address information subject data.
In the present embodiment, general utility functions layer 200 further includes data processing module (not shown), the data processing module meeting
The data information that infrastructure layer 100 sends over is received to general utility functions layer 200 to perform corresponding processing.Specifically, the mould
Block obtains the number in each perception terminal and computer storage facility 160 by the data access interface that infrastructure layer 100 provides
It is believed that breath, extracts required data in the data information, cleans to the data of extraction, and according to pre-set number
It according to storehouse model, is loaded data into data warehouse using ETL technology, to realize the classification storage of data.It improves as a result,
Efficiency of the service application layer 300 to data access.
Service application layer 300 is formed visual for being analyzed and processed according to the information that general utility functions layer 200 provides
Decision-making assistant information is informed of a case, emergency command, the operation such as report of dealing with emergencies and dangerous situations as outgoing event.In the present embodiment, the service application layer
300 include Early-Warning System 310, observation chamber system 320, command dispatching system 330 and mobile application module 340.
Early-Warning System 310, which is mainly realized, carries out prediction and warning to waterlogging dot product flood trend.As shown in Fig. 2, in this reality
It applies in example, Early-Warning System 310 predicts urban waterlogging depth of accumulated water and the flooded process of product according to real-time monitoring information,
The flooded process curves of water level of product is generated, and real time water level, forecast level are superimposed upon on the model of dimensional topography landforms.In addition, root
Issue warning information according to early warning rule, which is mainly based upon weather warning and product flood prediction to set, determine according to
Announcement is then issued when real-time or prediction water level is greater than the threshold value set according to the water level information for real-time or prediction waterlogging point
Alert, reminding business personnel dispose early.In addition, the Early-Warning System can also be used to make reservoir regimen, river regimen etc.
Prediction, and it is not limited to the prediction of waterlogging point regimen.
Chamber system 320 is observed to be used for the information in wisdom integrated database 220, the real time water level with perception terminal acquisition
The dimensional topography of curves of water level and forecast level and the offer of GIS-Geographic Information System 210 that information, Early-Warning System 310 generate
Looks information superposition, by wisdom integrated database 220 information, real time water level, forecast level, curves of water level comprehensive display is three
On dimension module, 3D simulation is carried out, it is unified to show, in order to intuitively and effectively assist commanding to carry out decision commanding.
Information of the command dispatching system 330 for chamber system 320 according to the observation to be shown is transferred in wisdom integrated database 220
The monitoring commander's job information or emergency preplan of history provide automatic starting emergency response, the function of sending instructions under intelligence.Its
It is middle instruction issue function by mobile application module 340 be sent to rescue personnel carry out scenic spot shut down, transfer personnel, emergency data
The emergency management and rescue operations such as scheduling.
Mobile office cited system module of the mobile application module 340 as rescue personnel, rescue personnel can pass through movement
Application module 340 carries out the operation such as the information inquiry of waterlogging point, information reporting, information response.
Total management system 350 is carried out for Early-Warning System 310 and observation chamber system 320 to be managed for configuration
Early warning rule settings, the maintenance and management of basic information, operation log inquiry and user right setting.
In the present embodiment, which further includes for obtaining weather information with weather bureau's system docking
Meteorological Information System 370 is supported in order to provide data according to water level forecast of the weather prognosis to waterlogging point, is improved to waterlogging point
The accuracy of curves of water level and water level forecast.
Preferably, service application layer 300 further include for count waterlogging point ponding grade statistics, waterlogging point depth of accumulated water,
The business datum and body data that waterlogging predictive information, real-time rainfall information and wisdom integrated database 220 provide are united
Count the information statistic system 360 of analysis.
In the present embodiment, which further includes big screen display system, is used to show threedimensional model, interior
The information such as real time water level, forecast level, business datum, the subject data of flood point facilitate commanding intuitively to understand waterlogging point situation
And goods and materials situations such as being distributed, it makes a policy in time commander to waterlogging point dangerous situation.
Presentation layer 400 is used to issue service request to 300 Transfer Parameters of service application layer, obtain and show service application
The decision-making assistant information that layer 300 returns.Specifically, which includes for sending service request to service application layer 300
And obtain the B/S client and mobile terminal of decision-making assistant information.In the present embodiment, which is large-size screen monitors displaying
Real time water level, forecast level, business datum and the subject data of threedimensional model, waterlogging point that system is shown.
The present invention predicts waterlogging by the water level information of real-time detection waterlogging point, the flow velocity of drainage pipeline networks, rainfall information
Event, depth of accumulated water and its evolution process generate curves of water level and carry out dynamic prediction, while by the real time water level of monitoring and prediction
Water level is superimposed upon on the threedimensional model of dimensional topography landforms composition, and situation is flooded in simulation on threedimensional model, to realize waterlogging
The liquid level rising of point-formation product flood-gradually recession overall process dynamic analog, intuitively and effectively assists commanding to determine
Plan, if need traffic control, evacuating personnel and placement；Meanwhile according to the real time water level of the waterlogging of monitoring point, realize to ponding
The dynamic correction of evolution process prediction, can continue to optimize prediction model according to the waterlevel data of accumulation, to promote prediction again
Accuracy.Secondly, business datum and subject data that predictive information and the comprehensive library of wisdom provide can synthetically be shown in three-dimensional
It is convenient to rescuing on model, and by the linkage to the B/S client of commanding and rescue personnel and mobile terminal of the information of displaying
The uniformly coordinated and dynamic management for helping personnel, emergency materials, quickly forms emergency preplan, improves and imitate to the emergency disposal of waterlogging point
Rate.
In the present embodiment, general utility functions layer 200 further includes for realizing mobile application module 340 and command dispatching system
The converged communication system 230 communicated between 330, the converged communication system 230 merge multiple kinds, such as SIP/H.323/
The agreements such as BFCP/H.239, command dispatching system 330 can be with a variety of different communication modes and mobile application module 340
Dynamic commander.
In the present embodiment, perception terminal further include: for acquiring the video monitor of waterlogging point real-time image information
150.The video monitor 150 can also be arranged in the monitoring camera near waterlogging point for other video monitoring systems.By adopting
The realtime graphic for collecting waterlogging point, the long-pending flooded time that waterlogging point can may occur carry out dynamic assurance, analyze in real time, formation pair
Waterlogging point three-dimensional, round-the-clock, comprehensive intelligence product flood prevention and rescue work.
The above description is only a preferred embodiment of the present invention, is not intended to limit the scope of the invention, all at this
Under the inventive concept of invention, using equivalent structure transformation made by description of the invention and accompanying drawing content, or directly/use indirectly
It is included in other related technical areas in scope of patent protection of the invention.
Claims (10)
1. a kind of Urban Flood control prevention waterlogging monitoring commander's operating system, which is characterized in that including infrastructure layer, general utility functions layer,
Service application layer and presentation layer；
The infrastructure layer includes: the perception terminal for Acquisition Instrument waterlogging point real-time monitoring information, is used for real-time detection
Information is transferred to the network transmitting unit of general utility functions layer；
The general utility functions layer is used to implement resource integration and information sharing comprising: GIS-Geographic Information System, wisdom integrated data
Library；The GIS-Geographic Information System provides the dimensional topography geomorphology information of waterlogging point, and the wisdom integrated database includes for business
Application layer provides the business library of monitoring commander's job information of history and provides the master of the resource information of auxiliary monitoring commander's operation
Exam pool；
The service application layer forms visual auxiliary and determines for being analyzed and processed according to the information that general utility functions layer provides
Plan information；
The presentation layer issues service request to service application layer Transfer Parameters, and obtains and show what service application layer returned
Decision-making assistant information.
2. Urban Flood control prevention waterlogging monitoring commander's operating system as described in claim 1, which is characterized in that the perception terminal packet
The water level sensor for monitoring waterlogging point water level is included, for monitoring the rainfall gauge of rainfall information, for monitoring pipe network flow velocity
The analyzer of the soil permeability of flow sensor and monitoring waterlogging point.
3. Urban Flood control prevention waterlogging monitoring commander's operating system as claimed in claim 2, which is characterized in that the perception terminal is also
It include: the video monitor for acquiring waterlogging point real-time image information.
4. Urban Flood control prevention waterlogging monitoring commander's operating system as described in claim 1, which is characterized in that the network transmission list
Member includes mobile communications network module, government network module, Internet of Things private network module and the Internet module.
5. Urban Flood control prevention waterlogging monitoring commander's operating system as described in claim 1, which is characterized in that the service application layer
Including Early-Warning System, observation chamber system, command dispatching system and mobile application module；
Early-Warning System is used to predict urban waterlogging depth of accumulated water and the flooded process of product according to real-time monitoring information, raw
At the flooded process curves of water level of product, and real time water level, forecast level are superimposed upon on the model of dimensional topography landforms, according to pre- police regulations
Then issue warning information；
It is described observation chamber system be used for by wisdom integrated database information, with perception terminal acquisition real-time monitoring information with
The dimensional topography geomorphology information superposition that the GIS-Geographic Information System provides, is visually shown；
The command dispatching system transfers the prison of history in wisdom integrated database for the information that chamber system according to the observation is shown
Cls command job information or emergency preplan provide automatic starting emergency response, the function of sending instructions under intelligence；
The mobile application module provides the information of waterlogging point for linking with the command dispatching system for rescue personnel
Inquiry, information reporting, information response provide serve port；
Total management system, for Early-Warning System and observation chamber system to be managed for configuration, progress early warning rule settings,
Maintenance and management, operation log inquiry and the user right setting of basic information.
6. Urban Flood control prevention waterlogging monitoring commander's operating system as claimed in claim 4, which is characterized in that the service application layer
It further include the Meteorological Information System for obtaining weather information with weather bureau's system docking.
7. Urban Flood control prevention waterlogging monitoring commander's operating system as claimed in claim 4, which is characterized in that the service application layer
Further include for count waterlogging point ponding grade statistics, waterlogging point depth of accumulated water, waterlogging predictive information, real-time rainfall information and
The business datum and body data information statistic system for statistical analysis that the wisdom integrated database provides.
8. Urban Flood control prevention waterlogging monitoring commander's operating system as claimed in claim 4, which is characterized in that the general utility functions layer
It further include for realizing the converged communication system communicated between mobile application module and command dispatching system.
9. Urban Flood control as claimed in claim 2 prevention waterlogging monitoring commander's operating system, which is characterized in that the business library includes
Monitor business datum, emergency management and rescue business datum, decision commanding business datum and the condition of a disaster overview business datum；The theme library
Including waterlogging point subject data, relief goods subject data, drainage pipeline networks subject data, geography information subject data.
10. Urban Flood control prevention waterlogging monitoring commander's operating system as described in claim 1, which is characterized in that the presentation layer packet
It includes for sending service request to service application layer and obtaining the B/S client and mobile terminal of decision-making assistant information.
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Cited By (22)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110106964A (en) * | 2019-07-03 | 2019-08-09 | 广东电网有限责任公司佛山供电局 | A kind of intelligent drainage function aid decision-making system for low-lying substation |
| CN110135722A (en) * | 2019-05-09 | 2019-08-16 | 苏州嘉奕晟中小企业科技咨询有限公司 | Smart city flood processing system based on geographical integrated information |
| CN110290167A (en) * | 2019-05-07 | 2019-09-27 | 上海望海大数据信息有限公司 | A kind of sea and land integration managing and control system |
| CN110837925A (en) * | 2019-11-04 | 2020-02-25 | 浙江贵仁信息科技股份有限公司 | Urban waterlogging prediction method and device |
| CN110956783A (en) * | 2019-12-04 | 2020-04-03 | 江河瑞通（北京）技术有限公司 | Urban waterlogging monitoring method and electronic equipment |
| CN110990659A (en) * | 2019-11-19 | 2020-04-10 | 佛山世寰智能科技有限公司 | Urban waterlogging management method based on three-dimensional real scene |
| CN111080267A (en) * | 2019-12-25 | 2020-04-28 | 郑州力通水务有限公司 | Intelligent water affair digital pipe network information model |
| CN111784140A (en) * | 2020-06-23 | 2020-10-16 | 重庆华悦生态环境工程研究院有限公司 | Wisdom water affairs management and control scheduling platform based on internet of things |
| CN111931970A (en) * | 2020-03-26 | 2020-11-13 | 深圳市水务(集团)有限公司 | Urban drainage basin full-factor water affair comprehensive scheduling system |
| CN112396327A (en) * | 2020-11-20 | 2021-02-23 | 城云科技（中国）有限公司 | Block chain-based flood prevention and control station command and scheduling method, system and server |
| CN112689078A (en) * | 2021-01-22 | 2021-04-20 | 国网河南省电力公司信息通信公司 | Rainwater identification management system based on artificial intelligence video analysis |
| CN112783074A (en) * | 2020-12-24 | 2021-05-11 | 中国水电基础局有限公司 | Plain river channel treatment Internet of things system and construction method thereof |
| CN112907851A (en) * | 2019-12-03 | 2021-06-04 | 宁波工程学院 | Visualization method for urban waterlogging process |
| CN113050472A (en) * | 2021-02-20 | 2021-06-29 | 温州设计集团有限公司 | Intelligent zero-direct-discharge dynamic sewage supervision system based on pipe network early warning analysis technology |
| CN113110200A (en) * | 2021-04-26 | 2021-07-13 | 成都环极科技有限公司 | Urban waterlogging early warning system based on weather and rainfall flood model |
| CN113421028A (en) * | 2021-07-21 | 2021-09-21 | 杭州玳数科技有限公司 | Resource water level monitoring platform and method, terminal device and readable storage medium |
| CN113609357A (en) * | 2021-06-30 | 2021-11-05 | 天津大学 | Intelligent ice flood information monitoring and displaying system |
| CN113984140A (en) * | 2021-09-18 | 2022-01-28 | 浙江优控云科技有限公司 | Drainage waterlogging prevention management method and system, electronic device and storage medium |
| CN114119776A (en) * | 2022-01-26 | 2022-03-01 | 江西省大气探测技术中心 | Urban waterlogging point management method, system, storage medium and equipment |
| CN114877933A (en) * | 2022-04-22 | 2022-08-09 | 浪潮软件科技有限公司 | Urban road accumulated water monitoring and early warning method and system |
| CN117196341A (en) * | 2023-09-18 | 2023-12-08 | 重庆市沙坪坝区气象局 | Flood prevention decision command system |
| CN117974385A (en) * | 2023-11-21 | 2024-05-03 | 重庆市沙坪坝区气象局 | Urban waterlogging intelligent service system |
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| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110290167A (en) * | 2019-05-07 | 2019-09-27 | 上海望海大数据信息有限公司 | A kind of sea and land integration managing and control system |
| CN110135722A (en) * | 2019-05-09 | 2019-08-16 | 苏州嘉奕晟中小企业科技咨询有限公司 | Smart city flood processing system based on geographical integrated information |
| CN110106964A (en) * | 2019-07-03 | 2019-08-09 | 广东电网有限责任公司佛山供电局 | A kind of intelligent drainage function aid decision-making system for low-lying substation |
| CN110837925A (en) * | 2019-11-04 | 2020-02-25 | 浙江贵仁信息科技股份有限公司 | Urban waterlogging prediction method and device |
| CN110837925B (en) * | 2019-11-04 | 2023-09-15 | 浙江贵仁信息科技股份有限公司 | Urban waterlogging prediction method and device |
| CN110990659A (en) * | 2019-11-19 | 2020-04-10 | 佛山世寰智能科技有限公司 | Urban waterlogging management method based on three-dimensional real scene |
| CN112907851A (en) * | 2019-12-03 | 2021-06-04 | 宁波工程学院 | Visualization method for urban waterlogging process |
| CN110956783A (en) * | 2019-12-04 | 2020-04-03 | 江河瑞通（北京）技术有限公司 | Urban waterlogging monitoring method and electronic equipment |
| CN110956783B (en) * | 2019-12-04 | 2021-11-16 | 江河瑞通（北京）技术有限公司 | Urban waterlogging monitoring method and electronic equipment |
| CN111080267A (en) * | 2019-12-25 | 2020-04-28 | 郑州力通水务有限公司 | Intelligent water affair digital pipe network information model |
| CN111931970A (en) * | 2020-03-26 | 2020-11-13 | 深圳市水务(集团)有限公司 | Urban drainage basin full-factor water affair comprehensive scheduling system |
| CN111784140A (en) * | 2020-06-23 | 2020-10-16 | 重庆华悦生态环境工程研究院有限公司 | Wisdom water affairs management and control scheduling platform based on internet of things |
| CN112396327A (en) * | 2020-11-20 | 2021-02-23 | 城云科技（中国）有限公司 | Block chain-based flood prevention and control station command and scheduling method, system and server |
| CN112396327B (en) * | 2020-11-20 | 2023-09-19 | 城云科技（中国）有限公司 | Block chain-based flood prevention and station prevention command and dispatch method, system and server |
| CN112783074A (en) * | 2020-12-24 | 2021-05-11 | 中国水电基础局有限公司 | Plain river channel treatment Internet of things system and construction method thereof |
| CN112689078A (en) * | 2021-01-22 | 2021-04-20 | 国网河南省电力公司信息通信公司 | Rainwater identification management system based on artificial intelligence video analysis |
| CN113050472A (en) * | 2021-02-20 | 2021-06-29 | 温州设计集团有限公司 | Intelligent zero-direct-discharge dynamic sewage supervision system based on pipe network early warning analysis technology |
| CN113110200A (en) * | 2021-04-26 | 2021-07-13 | 成都环极科技有限公司 | Urban waterlogging early warning system based on weather and rainfall flood model |
| CN113609357A (en) * | 2021-06-30 | 2021-11-05 | 天津大学 | Intelligent ice flood information monitoring and displaying system |
| CN113421028A (en) * | 2021-07-21 | 2021-09-21 | 杭州玳数科技有限公司 | Resource water level monitoring platform and method, terminal device and readable storage medium |
| CN113984140A (en) * | 2021-09-18 | 2022-01-28 | 浙江优控云科技有限公司 | Drainage waterlogging prevention management method and system, electronic device and storage medium |
| CN114119776A (en) * | 2022-01-26 | 2022-03-01 | 江西省大气探测技术中心 | Urban waterlogging point management method, system, storage medium and equipment |
| CN114119776B (en) * | 2022-01-26 | 2022-06-21 | 江西省大气探测技术中心 | Urban waterlogging point management method, system, storage medium and equipment |
| CN114877933A (en) * | 2022-04-22 | 2022-08-09 | 浪潮软件科技有限公司 | Urban road accumulated water monitoring and early warning method and system |
| CN117196341A (en) * | 2023-09-18 | 2023-12-08 | 重庆市沙坪坝区气象局 | Flood prevention decision command system |
| CN117974385A (en) * | 2023-11-21 | 2024-05-03 | 重庆市沙坪坝区气象局 | Urban waterlogging intelligent service system |
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