CN110544030A - intelligent water affair pump gate scheduling decision system and scheduling process thereof - Google Patents
intelligent water affair pump gate scheduling decision system and scheduling process thereof Download PDFInfo
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Abstract
The invention relates to an intelligent water affair pump gate scheduling decision system and a scheduling process thereof, wherein the intelligent water affair pump gate scheduling decision system comprises a station pump gate scheduling system, a central pump gate scheduling system and a cloud computing data service center which are in signal connection with each other, the central pump gate scheduling system realizes information sharing through the cloud computing data service center and the station pump gate scheduling system, and remotely controls the station pump gate scheduling system; the central pump gate dispatch system includes: the system comprises a water resource comprehensive management module, a pump gate scheduling function module, a meteorological data acquisition module, a GIS system module, a flood control and drainage state module and an early warning prompt module which are respectively in signal connection with a cloud computing data service center; the cloud computing data service center sends an instruction to the station pump gate scheduling system through the early warning prompt module and the pump gate scheduling function module; the invention can realize information sharing and remote scheduling among different scheduling systems, furthest excavate the potential of the existing water affair system, and improve the overall resistance to disasters such as rainstorm, climax, flood and the like.
Description
Technical Field
the invention relates to the technical field of pump gate management, in particular to an intelligent water affair pump gate scheduling decision system and a scheduling process thereof.
Background
The essence of intelligent water affairs is an industry informatization development process with comprehensiveness and integrity, and can also refer to a specific city or regional water affair system which accords with the intelligent characteristics. The intelligent water affair applies a new information technology to the comprehensive management of the urban water affair, the sensor is embedded and equipped in a water circulation system, the sensing Internet of things is formed through universal connection, then the water affair and the Internet of things are integrated through a computer, and seamless integration between the digital urban water affair facility and the physical urban water affair facility is completed by taking multi-source coupled binary water circulation simulation, water resource regulation, a water affair virtual reality platform and the like as supports.
the subsystems in the traditional intelligent water management system run independently, and information sharing cannot be realized among the subsystems, so that the same data can be collected for multiple times among different systems, and the waste of system resources is caused.
In addition, in the traditional intelligent water management system, each site scheduling system is independently connected with the central scheduling system and is independent of the central scheduling system; when a serious natural disaster occurs in a certain area, a water service system in another area cannot be scheduled and started in time, so that the resistance to the disasters such as rainstorm, climax, flood and the like is low, and the residents in the disaster area are irreversibly injured seriously.
Disclosure of Invention
The first purpose of the invention is to provide an intelligent water affair pump gate scheduling decision system, which can realize information sharing and remote scheduling among different scheduling systems, furthest mine the potential of the existing water affair system, and improve the overall resistance to disasters such as rainstorm, climax, flood and the like.
the first purpose of the invention is realized by the following technical scheme:
An intelligent water affair pump gate scheduling decision system comprises a station pump gate scheduling system, a central pump gate scheduling system and a cloud computing data service center which are in signal connection with each other, wherein the central pump gate scheduling system realizes information sharing with the station pump gate scheduling system through the cloud computing data service center and remotely controls the station pump gate scheduling system; the central pump gate dispatching system comprises: the water resource comprehensive management module, the pump gate scheduling function module, the meteorological data acquisition module, the GIS system module, the flood control and drainage state module and the early warning prompt module are respectively in signal connection with the cloud computing data service center; the cloud computing data service center is used for receiving and analyzing data of the water resource comprehensive management module, the meteorological data acquisition module, the GIS system module and the flood control and drainage state module, and sending instructions to the station pump gate scheduling system through the early warning prompt module and the pump gate scheduling function module.
By adopting the technical scheme, the water resource comprehensive management module is responsible for monitoring and collecting the water taking flow, the underground water level and the water quality of an enterprise in real time, automatically generating a water resource statistical report form according to the monitored information, displaying the real-time data or the historical data of the water resource in the form of a curve graph, a column diagram and a matching list according to time periods, recording the real-time data or the historical data in a cloud computing data service center, and facilitating data analysis during subsequent scheduling. And the pump gate scheduling function module is used for scheduling the pump gates in different areas based on various information such as water condition information, disaster condition information, weather information, typhoon paths and the like. And the meteorological data acquisition module is responsible for acquiring various information of weather conditions such as rainstorm, typhoon paths and the like. The GIS system module has the main function of completing comprehensive information display of various devices in each pump gate station, such as directly displaying the height of a water level, the working state of a unit, the state of a gate and the like on a map; the method is also used as an index tool for calling and controlling the equipment of each subsystem, and if a user can directly click a monitoring camera icon marked on a map, a monitoring picture corresponding to the site can be called; the method is also used as a tool for feeding back the state of the control equipment of each system, and fault icons are marked on a map if the lighting equipment has faults; and data analysis, maintenance management functions, and the like. And the flood control and drainage state module is used for acquiring and feeding back disaster situation processing states in real time. The early warning prompting module comprises an internal early warning module and an external early warning module; the internal early warning means that the target users are distinguished by setting groups, units, department departments and levels, and early warning information is automatically sent to the target users in a specified area by combining early warning information of services and automatically generating early warning short messages; the external early warning refers to early warning signals of blue, yellow, orange and red levels sent by the city flood prevention office. The information sharing of the station pump gate dispatching system and the central pump gate dispatching system is realized by combining the information feedback of each functional module through the cloud computing data service center; the information fed back by each module is analyzed by the cloud computing data service center, a reasonable scheduling decision is made for a target station, remote scheduling of the central pump brake scheduling system to the station pump brake scheduling system is achieved, when the resistance of a disaster in a certain area is insufficient, the station pump brake scheduling system in another area can be started in time, the potential of the existing water affair system is excavated to the greatest extent, and the overall resistance to disasters such as rainstorm, climax, flood and the like is improved.
Preferably, the station pump gate scheduling system comprises a pump gate scheduling execution module and a pump gate scheduling operation module which are respectively in signal connection with the cloud computing data service center, and the pump gate scheduling execution module receives information and instructions of the cloud computing data service center and the central pump gate scheduling system and automatically realizes scheduling execution of the pump gate.
by adopting the technical scheme, on one hand, the station configuration automatic control integrated pump gate dispatching execution module and the operation module realize the unattended and automatic operation effect of the pump gate, and provide technical support for the operation and control of the pump gate group and the gate group of the station. And on the other hand, the station pump gate dispatching system can receive dispatching instructions and early warning information from the central pump gate dispatching system, automatically realize remote dispatching execution and mode switching of the pump gate, and feed signals back to the central pump gate dispatching system in time, so that station-center integrated seamless control operation is realized.
Preferably, the operation mode of the station pumping gate dispatching system includes: the system comprises a normal operation mode and a special operation mode, wherein in the normal operation mode, the station pump gate dispatching system can react to an instruction of the central pump gate dispatching system.
By adopting the technical scheme, the normal operation mode is the operation scheduling mode of the sluice pump station in the normal state, the operation frequency is the highest, and when no flood situations, faults and the like occur, the sluice pump station takes the mode as the main operation mode. The special operating mode includes the following cases: when the pump gate fails, the pump station of the water gate needs to be manually controlled; a sluice pump station for a cross-region water transfer test which needs to be uniformly organized by a higher-level department; a water gate pump station which needs to be subjected to emergency dispatching due to a water pollution event; when other special conditions require a separately controlled sluice pump station.
preferably, the station pump gate scheduling system further comprises an image acquisition module in signal connection with the cloud computing data service center.
By adopting the technical scheme, the specific operation condition of the station can be visually presented in a monitoring image form in real time, and the pump gate scheduling can be conveniently carried out according to the specific condition of each area.
Preferably, the pump gate scheduling function module comprises a single pump gate strategy module, a pump gate group strategy module, a strategy library configuration module, a linkage scheduling module and a pump gate scheduling result analysis and release module which are in signal connection with each other.
By adopting the technical scheme, the single pump gate strategy module is used for realizing scheduling strategy control on a single pump gate station; the pump gate group strategy module is used for realizing scheduling strategy control on a plurality of pump gate stations; the strategy library configuration module is used for realizing the configuration of a scheduling strategy for a pump gate site, and comprises the operations of strategy configuration, strategy synchronization and the like; the linkage scheduling module is used for carrying out linkage control on a gate and a pump set in the scheduling process; and the pump gate scheduling result analyzing and publishing module is used for analyzing and sharing the pump gate scheduling result as a basis for scheduling decision adjustment.
Preferably, the water resource integrated management module comprises: the system comprises an enterprise water intake flow monitoring module, a water intake certificate information management module, a water intake certificate issuing information management module, an underground water level real-time monitoring module and a data statistics and analysis module, wherein the enterprise water intake flow monitoring module, the water intake certificate information management module, the water intake certificate issuing information management module and the underground water level real-time monitoring module are respectively in signal connection with the data statistics and analysis module, and the data statistics and analysis module is in signal connection with a cloud computing data service center.
through adopting above-mentioned technical scheme, enterprise's water intaking flow monitoring module takes water flow to the enterprise through the flowmeter and carries out real time supervision and measurement to information record such as enterprise day, month, year water intaking flow, state, type carries out real-time update. The water intake certificate information management module realizes basic information management of an enterprise reporting the water intake certificate, and comprises the functions of information input, addition, modification, deletion, printing, local downloading and the like, and an administrator can inquire the water intake certificate information. And the water certificate issuing information management module is used for auditing, managing and reporting the qualification of a water certificate issuing enterprise and inquiring the certificate issuing state by an administrator. The real-time underground water level monitoring module monitors underground water in real time through a water quality analyzer, and inquires and summarizes water quality data collected at the front end in real time in different areas (such as 3 min); the remote acquisition and remote detection of underground water are realized, the data of the water level, the temperature, the conductivity and the like of the underground water are checked, and all the monitored data are transmitted to the data statistical analysis module for storage in real time. The data statistical analysis module is used for automatically summarizing the data acquired by the front end, storing the processed information after analysis and storing the processed information in a warehouse, and realizing the functions of displaying, storing, retrieving, comparing, backing up and the like of the acquired data and the monitoring information; the received monitoring information can be automatically generated into a water resource statistical report, and the real-time data or the historical data of the water resource can be subjected to curve diagram, bar diagram and list display data in a matching way according to the time period; monitoring data are sent to a cloud computing data service center in real time or at set time intervals through network means such as water conservancy VPN private line and 3G/4G, and data support is provided for water quality analysis.
preferably, the central pump gate dispatching system further comprises a remote dispatching plan management module in signal connection with the cloud computing data service center.
By adopting the technical scheme, the specific content of the remote scheduling plan management module comprises the following steps: selecting a scheduling mode, and selecting a daily, emergency flood prevention and test run mode; configuring a plan, namely adding, modifying and deleting the plan for generating the plan; a protocol identifier identifying a protocol; site selection, planning to execute a target unit and configuring a single pump gate/pump gate group; a control point, a specific device control variable point; manual/automatic selection, manual mode-field operator operating the equipment, automatic mode-dispatching control instruction directly operating the equipment; and the executive person sets the operation priority and the operator authority. The disaster is pre-tried through the remote scheduling plan management module to form a plan, so that when the disaster really happens, a proper scheduling scheme is called in time, and a scheduling decision is made more quickly.
The second objective of the present invention is to provide a scheduling process of the above-mentioned intelligent water pump gate scheduling decision system, which includes the following steps:
(1) Predicting the tide level, namely calculating data in real time and accurately predicting the current tide level by utilizing a water resource comprehensive management module and a pump gate scheduling operation module of a station pump gate scheduling system;
(2) scheduling the stations according to the tide level prediction;
(3) and the regional linkage realizes the switching configuration of the pump brake to the operation mode, and meets the adjustment of a scheduling strategy.
By adopting the technical scheme, the tide level prediction is realized by fully integrating the resources of various existing decentralized online monitoring systems and integrating the real-time information of water conditions, rain conditions, working conditions, water quality, water quantity and the like. The method comprises the steps of determining and optimizing optimal flood prevention and water regulation schemes under different conditions, carrying out unified scheduling decision on the sluice pump stations, selecting the optimal scheduling scheme aiming at emergency, realizing intelligent operation of sluice pump station facilities, achieving the purpose of safe, economic, reasonable and efficient operation of sluice pump station management, realizing regional linkage, improving water quality of water body macroscopically and ensuring flood prevention and waterlogging removal safety, and providing decision support for scientific and reasonable scheduling of flood prevention and water resources.
preferably, the step (2) includes the following scheduling contents: the remote automatic switch gate, the remote automatic switch pump and the remote pump gate are linked.
by adopting the technical scheme, the gate, the pump and the pump gate can be remotely controlled and dispatched in a linkage manner.
preferably, step (3) includes the following steps: analyzing flood control and drainage states, early warning water quality and water level, and scheduling water resources and regional pumps and gates in a linkage manner.
by adopting the technical scheme, on the basis of comprehensively considering the specific water situations, disaster situations and work situations in different areas, the regional linkage is carried out, and the resistance to the disaster situations is improved.
In conclusion, the invention has the following beneficial effects:
(1) the system integrates water condition information, work condition information, disaster condition information, weather information, typhoon paths and other multi-form and multi-channel flood prevention resources, realizes digital, networked and efficient cooperative management of flood prevention command, can realize information sharing and remote scheduling among different scheduling systems, furthest excavates the potential of the existing engineering, and improves the overall resistance to rainstorm, climax and flood disasters;
(2) the flood prevention water condition, the rain condition and the disaster condition can be timely acquired, transmitted, stored and managed; providing information query services such as weather forecast, satellite cloud pictures, typhoon paths, flood prevention supplies, flood prevention teams, flood prevention engineering facilities, flood prevention organizations and the like for flood prevention commands; the method comprises the steps of predicting the influence of disastrous weather such as typhoon, rainstorm, high tide level, astronomical heavy tide and the like, and combining a plan to realize flood prevention command management;
(3) The flood prevention geographic information system function based on the WebGIS is realized, a convenient and visual flood prevention command platform is provided for flood prevention command, and the release efficiency of flood prevention information is improved.
Detailed Description
the present invention will be further described with reference to the following specific examples.
the invention discloses an intelligent water affair pump gate scheduling decision system which can automatically judge how to adjust the water level and automatically perform remote scheduling on a station pump gate. The intelligent water affair pump gate scheduling decision system comprises a station pump gate scheduling system, a central pump gate scheduling system and a cloud computing data service center which are in signal connection with one another, wherein the central pump gate scheduling system achieves information sharing through the cloud computing data service center and the station pump gate scheduling system, and remotely controls the station pump gate scheduling system.
The cloud computing data service center (cloud platform) is provided with a big database, and the big database specifically covers the following contents and functions:
Industrial real-time historical data base
the industrial real-time historical database is stored in millisecond level and is synchronized to a big data analysis module of the cloud computing data service center;
② report forms
The report form with multiple condition limits can be generated and browsed rapidly by the perfect report form function, and the report form comprises measuring points and time selection and is exported to an Excel form;
Thirdly communication
the database synchronization function is actively initiated and completed by the gatekeeper, relevant parameters of the database are configured in the gatekeeper, and connection is actively initiated to the database without installing plug-ins on a database server or modifying the database;
Data interface
The data interface conforms to the high-level access of SQL (structured query language), Hlive (data warehouse tool), MongoDB (database based on distributed file storage);
system integration
The image of each camera can be monitored, and the control holder can be rotated up and down and left and right to obtain monitoring images in different directions;
Integrating the WeChat public number, and issuing important alarm, early warning and real-time equipment operation information to the WeChat;
Seventh, typhoon broadcasting
The platform is associated with typhoon forecast prediction and a path diagram, typhoon statistics and comparison are carried out when the typhoon forecast prediction and the path diagram are used, and the platform has a function of storing all weather data.
The operation mode of the station pump gate dispatching system comprises the following steps: the system comprises a normal operation mode and a special operation mode, wherein the normal operation mode is an operation scheduling mode of the sluice pump station in a normal state, the normal operation mode is a mode with the highest operation frequency, and when no flood situations, faults and the like occur, the sluice pump station takes the mode as a main operation mode. In a normal operation mode, the station pump gate dispatching system can react to the instruction of the central pump gate dispatching system.
The normal operation mode mainly includes the following modes:
1) The water resource scheduling mode is used for automatically opening and closing the gate according to the preset water level requirement of the clear water diversion of the corresponding gate pump;
2) according to the ship lock operation mode, according to the actual condition of a toll ship lock, combining with an automatic ship lock queuing management system or a ship lock passing safety detection system, after accurately judging that a ship enters or exits the lock, automatically opening and closing a gate by the system according to the operation flow of the ship lock, and completing the operation of the ship lock;
3) in the test run mode, for stations which do not need to undertake the tasks of introducing clean water and regulating water, an operation period is set for each pump gate according to the actual conditions of the pump gate stations, and a gate or a pump set is automatically opened and closed according to the set operation period;
4) The flood prevention emergency operation mode is an operation mode which is started after operation scheduling staff receive early warning signals of blue, yellow, orange and red levels sent by the city flood prevention office; the pump lock station determines the specific operation modes respectively corresponding to the blue, yellow, orange and red levels of early warning in advance, an operator can make all the water lock pump stations react to the early warning by executing corresponding instructions, and the early warning treatment modes of all the levels are similar.
The special operation mode mainly comprises the following water gate pump stations: a water gate pump station which is required to be manually controlled when a fault occurs; a sluice pump station for a cross-region water transfer test which needs to be uniformly organized by a higher-level department; a sluice pump station which needs emergency scheduling due to water pollution events; other special cases require individually controlled sluice pumping stations.
the central pump gate dispatch system includes: the system comprises a remote dispatching plan management module, a water resource comprehensive management module, a pump gate dispatching function module, a meteorological data acquisition module, a GIS system module, a flood control and drainage state module and an early warning prompt module which are respectively in signal connection with a cloud computing data service center; the cloud computing data service center is used for receiving and analyzing data of the water resource comprehensive management module, the meteorological data acquisition module, the GIS system module and the flood control and drainage state module, and sending instructions to the station pump gate scheduling system through the early warning prompt module and the pump gate scheduling function module.
The specific contents of the remote scheduling plan management module comprise scheduling mode selection: daily, emergency flood prevention and test run modes; the scheme configuration: adding, modifying and deleting the file for generating the plan; plan identifier: identifying a plan; site selection: configuring a single pump gate/pump gate group in a plan execution target unit; and (3) control points: specific equipment control variable points; manual/automatic selection: manual mode-field operator operating the equipment, automatic mode-dispatching control command directly operating the equipment; the executive is: setting operation priority and operator authority.
the water resource comprehensive management module comprises: enterprise water intaking flow monitoring module, water intaking mouth certificate information management module, water intaking evidence is nuclear and is sent out information management module, ground water level real-time supervision module and data statistics analysis module, enterprise water intaking flow monitoring module, water intaking mouth certificate information management module, water intaking evidence is nuclear and is sent out information management module, ground water level real-time supervision module respectively with data statistics analysis module signal connection, data statistics analysis module signal and cloud computing data service center signal connection to can provide information such as ground water level, quality of water.
The pump gate scheduling function module integrally comprises a single pump gate strategy module, a pump gate group strategy module, a strategy library configuration module, a linkage scheduling module and a pump gate scheduling result analysis and release module which are in signal connection with each other.
And the early warning prompting module is used for realizing scheduling prompting 20-30 minutes before the equipment of the scheduling pump gate station acts, prompting the scheduling strategy operation logic and meteorological early warning prompting, so that preparation is made in advance and scheduling decisions can be responded in time.
the GIS system module can meet the function of real-time positioning, mainly has positioning contents in three aspects, wherein one aspect is that the working condition state of the whole water resource scheduling basin is positioned in real time; secondly, positioning the water regime early warning alarm data in real time; and thirdly, the method is used for positioning the GPS patrol data of the mobile GIS.
The GIS system module is based on a browser/server (B/S) structure on the overall structure, integrates heterogeneous and dispersed data sources and information sources, and is released to Web through a portal system, and a remote operator application analysis system can perform high-level applications such as pipe explosion analysis and connectivity analysis. The GIS system module can accomplish the comprehensive information display to all kinds of equipment in each pump floodgate station, like height, unit operating condition, gate state etc. of direct display water level on the map. And as an index tool for calling and controlling the equipment of each subsystem, for example, a user can directly click a monitoring camera icon marked on a map to call and control a monitoring picture corresponding to the site. And the system also can be used as a tool for feeding back the state of the control equipment of the respective system, such as a fault icon is marked on a map when the light equipment has faults. And data analysis, maintenance management functions, and the like.
The GIS system module takes intelligent terminal equipment as a carrier on the basis of fully embodying a 4A concept (an arterial analysis and road), fully utilizes a wireless mobile GIS technology, combines the existing facility management system, constructs a facility management mobile service platform, realizes mobile office and improves emergency handling capacity. Namely, the scheduling decision system is based on an intelligent terminal as a carrier, and the intelligent terminal can be an intelligent mobile phone, a computer or an industrial personal computer. The GIS system module can realize the following functions:
1) "Global" real-time monitoring
graphical display and zoom operation:
the graphic layered display control can be used for respectively carrying out layered display control on various objects such as water system rivers, water gates and the like;
Zooming operation of the graph, wherein the graph has stepless zooming functions, such as windowing and amplifying, center zooming, center moving, any center amplifying, any center zooming, dragging and roaming, returning to a previous state, panoramic display and other functions;
In the process of display, the system automatically displays the graph in a density coordination manner according to the display range; for example, the summary information is displayed in a large range, and the detailed information is displayed in a small range;
And (3) measuring a graph: the length measurement can directly measure the length between any points on the background of the electronic map, and the measurement precision is influenced by the precision of the electronic map;
quick retrieval and positioning:
Retrieval positioning according to gate attributes
retrieval positioning for rapidly specifying river name
Retrieval and positioning for quickly specifying names of water gate pump stations
And (3) graphic printout: the system adopts the technology of 'what you see is what you get', and can directly print and output the current picture of the system;
2) Advanced application analysis functionality
Inquiring the gate station attribute data in a spatial mode: by directly clicking a gate symbol on an electronic map by using a mouse, the system automatically acquires and displays the attribute data of the gate;
Logic mode query of gate station attribute data: forming any logic expression on the friendly interface, inquiring and displaying the gate stations meeting the logic condition, and displaying the graph distribution condition of the gate stations;
And (3) carrying out data query statistics according to the water transfer scheduling management area: the user selects a certain water transfer scheduling management area, and the system automatically acquires and displays the attribute data of each main river channel, branch river channel and gate station in the area in a classified manner;
Information labeling of attribute data of main riverway, branch riverway and gate station: the system directly marks the names of the main riverway, the tributary riverway and the gate station on the graphic object, so that the user can conveniently and quickly browse;
The method comprises the following steps that data of water level, gate height and flow parameters of an internal river and an external river are displayed, a GIS system module acquires monitoring data of each gate station such as gate level, water level, flow and rainfall in real time through an interface with a monitoring system, and the monitoring data are automatically marked on an electronic map according to display selection of a user on the parameters;
3) Gate station monitoring
The method comprises the following steps that (1) animation simulation display of a gate position of a gate station is carried out, a GIS system module obtains real-time monitoring data of the gate station in real time through an interface with a monitoring system, and the current state of the gate station is visually reflected in an animation simulation mode according to the obtained data of the gate position, water level, flow, rainfall and the like; the character prompts at both sides of the gate simulation diagram, the river levels inside and outside the staff gauge and the time-interval curve water levels and the flow of the historical data are clear;
4) Video surveillance
the video monitoring is divided into a global mode and a gate station mode, and the video monitoring is controlled by a universal holder.
the station pump gate scheduling system comprises a pump gate scheduling execution module, a pump gate scheduling operation module and an image acquisition module which are respectively in signal connection with the cloud computing data service center, wherein the pump gate scheduling execution module receives information and instructions of the cloud computing data service center and the central pump gate scheduling system and automatically realizes scheduling execution of the pump gate; the image acquisition module visually transmits the acquired real-time monitoring image to the cloud computing data service center, and facilitates analysis according to the image and other data to make scheduling decisions.
The specific scheduling process of the intelligent water service pump gate scheduling decision system of the invention is as follows:
1) The tide level prediction is realized by analyzing the data of the water level, the water quality and the like of the station in real time by utilizing a water resource comprehensive management module and a pump gate scheduling operation module of a station pump gate scheduling system, accurately predicting the current tide level and realizing the automation of the decision basis of the operation of the water service flood prevention equipment;
2) according to the tide level prediction, the station scheduling is carried out by combining the meteorological information and the early warning information of the meteorological data acquisition module and the early warning prompt module;
(1) remote automatic switch (according to tide level and dispatching requirement)
When the system is in an operation state of 'single pump gate control', relevant information corresponding to a water gate is displayed, and a series of information such as tide level, rainfall, current, voltage, door holder condition, gate opening degree, video, signal lamps and the like are analyzed through big data to realize intelligent scheduling requirements;
(2) remote automatic switch pump (according to flood and dispatching requirements)
When the system is in an operation state of single pump gate control, relevant information of a corresponding pump set is displayed, and a series of information such as tide level, current, voltage, water pump state, video, signal lamps and the like is analyzed through big data to realize intelligent scheduling requirements;
(3) Pump and brake linkage
When the system is in a normal operation state of pump gate group control, all water gate pump stations on the operation scheduling management platform automatically operate the intelligent scheduling of the whole course;
3) the regional linkage realizes the switching configuration of the pump brake to the operation mode, and meets the adjustment of a scheduling strategy;
(1) Analysis of flood control and drainage state
Analyzing the information of the meteorological data acquisition module through the cloud computing data service center, integrating basic data, realizing automatic analysis of flood control and waterlogging drainage states, and adjusting scheduling operation parameters;
(2) water quality and water level early warning
The early warning issuing comprises internal early warning and external early warning; the internal early warning means that the target users are distinguished by setting groups, units, department departments and levels, and early warning information is automatically sent to the target users in a specified area by combining early warning information of services and automatically generating early warning short messages; the external early warning refers to early warning signals of blue, yellow, orange and red levels sent by the city flood prevention;
(3) Water resource scheduling
Switching configuration of the pump gate to any operation mode is realized through the requirement of manual water resource scheduling, and a scheduling strategy is adjusted in time;
(4) Regional pump gate scheduling linkage
According to the operation administration requirements of the county water conservancy equipment, switching configuration of the pump brake to any operation mode is realized, and a scheduling strategy is adjusted in time;
(5) regional linkage scheduling process
Scheduling scheme and flood prevention scheme
The central pump gate dispatching system is provided with a dispatching plan management module of the single pump gate equipment, including a daily mode, a flood prevention mode, an early warning mode, a test run mode and the like, and especially enforces the requirement of dispatching configuration audit of the flood prevention plan;
scheduling model-
taking the pump gate scheduling model as an expert database for recording;
scheduling simulation
the pump gate scheduling can be used for analog simulation operation, so that initial effect judgment and operation tracing are realized;
scheduling execution process
The scheduling execution process is published and supervised in real time through daily data analysis; the cloud computing data service center sends an instruction to the station pump gate scheduling system through the information fed back by the early warning prompt module and the pump gate scheduling function module to perform pump gate scheduling;
Scheduling optimization
When the scheduling accuracy of the pump gate exceeds the standard, the scheduling plan is corrected and adjusted to meet the operation optimization requirement;
Scheduling exception
When the pump brake scheduling is abnormal, immediately carrying out a scheduling optimization function monitoring process to realize scheduling deviation correction;
Analysis of scheduling results
the pump gate scheduling result is automatically analyzed and issued through a pump gate scheduling result analyzing and issuing module, and the pump gate scheduling result is used as a basis for manual decision adjustment;
auxiliary scheduling
And carrying out preliminary analysis on the engineering safety state according to the data of the engineering real-time monitoring.
The intelligent water service pump gate scheduling decision system is characterized in that:
1) Receiving city flood prevention management
The operation mode is started when the operation scheduling staff receives early warning signals of blue, yellow, orange and red levels sent by the city flood prevention office; in the platform, after each sluice pump station is pre-determined to respectively correspond to the specific operation modes of blue, yellow, orange and red four-level early warning, corresponding measures are automatically taken. If a certain sluice receives the blue early warning signal and takes measures to close the sluice and stop water diversion, the system is automatically executed, and the operation scheduling staff can make all sluice pump stations respond to the blue early warning by executing the instruction;
2) Protective monitoring of passing ship
when an unattended gate runs, if a ship passes through the gate, the safety of a ship body and personnel is threatened, the ultrahigh detection of the ship is technically realized by adopting double laser beams, the reliability of laser correlation is improved, and the pre-alarming function of the ultrahigh detection is improved; the functions of ultrahigh detection of the ship, monitoring of the ship entering a forbidden zone, broadcasting, prompting of an LED screen, night navigation illumination, navigation signal monitoring, safe emergency stop of a gate and the like are realized, and the safety of the ship and personnel is effectively protected;
3) measure for guaranteeing operation of gate
the gate operation safety guarantee measures comprise gate opening protection, gate closing protection, gate linkage interlocking protection, gate linkage control, steel wire rope stress monitoring, hydraulic system monitoring, opening and closing equipment vibration monitoring, door holder position detection, opening and closing machine brake monitoring, PLC working condition protection, camera signal protection, water level difference monitoring, opening and closing machine measurement protection and the like;
4) Pump package operation safeguard measure
According to the different types of the water pumps of all the pump stations, the pump set operation guarantee project mainly comprises: bearing temperature, motor spindle winding temperature, gear box temperature, unit rotating speed, unit vibration and the like; the vibration monitoring of the water pump motor takes the starting and stopping of the motor into consideration, protection processing is required, the requirements on the accuracy and the anti-interference capability of a vibration signal are high, and meanwhile, filtering setting is carried out according to the characteristics of the motor, so that the anti-interference capability is improved; the design has the characteristics of distribution, modularization, integration, easy maintenance and expandability;
5) Synchronous scheduling, co-operating
the comprehensive scheduling software is divided into site operation scheduling software and cloud platform pump gate scheduling software, and the site operation scheduling software independently completes various operation scheduling functions in the site and does not depend on a superior cloud center;
6) Cloud platform pump gate scheduling software
the site pump gate dispatching system for site field operation can provide various functions and data access services for the superior cloud center pump gate dispatching system through data bin communication service software (cloud computing data service center); the cloud center pump gate dispatching system has the main functions of remotely managing site operation dispatching software and accessing data and all functions of the site operation dispatching software in the system;
7) standard coding
The standardized communication is the key for realizing seamless connection between the station pump gate monitoring and the pump gate system application layer and the data layer;
External communication and in-station communication, namely communication between a device layer and an application layer/data layer and communication between an in-station operation layer are completed by means of data code conversion software and TCP/IP communication interface software; the data code conversion software completes the conversion between the custom codes of the pump gate monitoring function software, which are written by the urban water affair information center, of the data required by the pump gate monitoring function software, namely, a station and a center only have one value and one timestamp for the same signal, and the independence of the center and a PLC is met.
the above-mentioned embodiments are merely illustrative and not restrictive, and those skilled in the art can modify the embodiments without inventive contribution as required after reading this specification, but only fall within the scope of the claims of the present invention.
Claims (10)
1. A smart water affair pump gate scheduling decision system is characterized by comprising a station pump gate scheduling system, a central pump gate scheduling system and a cloud computing data service center which are in signal connection with each other, wherein the central pump gate scheduling system realizes information sharing with the station pump gate scheduling system through the cloud computing data service center and remotely controls the station pump gate scheduling system; the central pump gate dispatching system comprises: the water resource comprehensive management module, the pump gate scheduling function module, the meteorological data acquisition module, the GIS system module, the flood control and drainage state module and the early warning prompt module are respectively in signal connection with the cloud computing data service center; the cloud computing data service center is used for receiving and analyzing data of the water resource comprehensive management module, the meteorological data acquisition module, the GIS system module and the flood control and drainage state module, and sending instructions to the station pump gate scheduling system through the early warning prompt module and the pump gate scheduling function module.
2. The intelligent water service pump gate scheduling decision system of claim 1, wherein: the station pump gate scheduling system comprises a pump gate scheduling execution module and a pump gate scheduling operation module which are respectively in signal connection with the cloud computing data service center, and the pump gate scheduling execution module receives information and instructions of the cloud computing data service center and the central pump gate scheduling system and automatically realizes scheduling execution of the pump gate.
3. The intelligent water service pump gate dispatching decision system according to claim 2, wherein the operation mode of the site pump gate dispatching system comprises: the system comprises a normal operation mode and a special operation mode, wherein in the normal operation mode, the station pump gate dispatching system can react to an instruction of the central pump gate dispatching system.
4. The intelligent water service pump gate scheduling decision system of claim 2, wherein: the station pump gate dispatching system further comprises an image acquisition module in signal connection with the cloud computing data service center.
5. The intelligent water service pump gate scheduling decision system of claim 1, wherein: the pump gate scheduling function module comprises a single pump gate strategy module, a pump gate group strategy module, a strategy library configuration module, a linkage scheduling module and a pump gate scheduling result analysis and release module which are in signal connection with each other.
6. The intelligent water service pump gate scheduling decision system of claim 1, wherein the water resource integrated management module comprises: the system comprises an enterprise water intake flow monitoring module, a water intake certificate information management module, a water intake certificate issuing information management module, an underground water level real-time monitoring module and a data statistics and analysis module, wherein the enterprise water intake flow monitoring module, the water intake certificate information management module, the water intake certificate issuing information management module and the underground water level real-time monitoring module are respectively in signal connection with the data statistics and analysis module, and the data statistics and analysis module is in signal connection with a cloud computing data service center.
7. The intelligent water service pump gate scheduling decision system of claim 1, wherein: the central pump gate dispatching system further comprises a remote dispatching plan management module in signal connection with the cloud computing data service center.
8. The scheduling process of the intelligent water service pump gate scheduling decision system according to any one of claims 1 to 7, comprising the steps of:
(1) predicting the tide level, namely calculating data in real time and accurately predicting the current tide level by utilizing a water resource comprehensive management module and a pump gate scheduling operation module of a station pump gate scheduling system;
(2) Scheduling the stations according to the tide level prediction;
(3) and the regional linkage realizes the switching configuration of the pump brake to the operation mode, and meets the adjustment of a scheduling strategy.
9. the scheduling process of the intelligent pump gate scheduling decision system of claim 8, wherein the step (2) comprises the following scheduling contents: the remote automatic switch gate, the remote automatic switch pump and the remote pump gate are linked.
10. the scheduling process of the intelligent pump gate scheduling decision system of claim 8, wherein the step (3) comprises the following steps: analyzing flood control and drainage states, early warning water quality and water level, and scheduling water resources and regional pumps and gates in a linkage manner.
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Cited By (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111443653A (en) * | 2020-03-27 | 2020-07-24 | 长江三峡通航管理局 | Centralized control dual-control operation device and method suitable for continuous multistage ship lock |
| 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 |
| CN111950842A (en) * | 2020-06-19 | 2020-11-17 | 湖南拓比科技有限公司 | Ecological environment comprehensive scheduling method and system based on block chain |
| CN112036612A (en) * | 2020-08-13 | 2020-12-04 | 成都万江港利科技股份有限公司 | Urban waterlogging intelligent early warning system |
| CN112116251A (en) * | 2020-09-18 | 2020-12-22 | 河北省水利工程局 | Water conservancy information automatic statistical system for water transfer |
| CN112445166A (en) * | 2020-11-18 | 2021-03-05 | 尚禹科技有限公司 | Construction method of hydraulic engineering gate pump remote measurement and control system |
| CN112766712A (en) * | 2021-01-15 | 2021-05-07 | 国家海洋信息中心 | Ocean emergency scheduling method and system and electronic equipment |
| CN113700089A (en) * | 2021-08-26 | 2021-11-26 | 武汉鑫索维科技有限公司 | Automatic management system for pump station and use method thereof |
| CN116151758A (en) * | 2022-12-29 | 2023-05-23 | 重庆华悦生态环境工程研究院有限公司 | Water service engineering project information management system and method |
| CN116881833A (en) * | 2023-09-07 | 2023-10-13 | 常州瑞阳液压成套设备有限公司 | Fault operation and maintenance data transmission system and method based on artificial intelligence |
Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107609787A (en) * | 2017-09-27 | 2018-01-19 | 福建四创软件有限公司 | Automatic scheduling method is combined based on the lock pump group for automatically generating prediction scheme |
| CN107657329A (en) * | 2017-07-04 | 2018-02-02 | 江苏鸿利智能科技有限公司 | The intelligent scheduling decision-making technique taked precautions against drought based on flood control under extreme weather conditions |
| CN109872063A (en) * | 2019-02-11 | 2019-06-11 | 南昌工程学院 | The flood control of the plain city network of waterways, water drainage, running water joint optimal operation method and system |
-
2019
- 2019-08-27 CN CN201910800886.0A patent/CN110544030A/en active Pending
Patent Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107657329A (en) * | 2017-07-04 | 2018-02-02 | 江苏鸿利智能科技有限公司 | The intelligent scheduling decision-making technique taked precautions against drought based on flood control under extreme weather conditions |
| CN107609787A (en) * | 2017-09-27 | 2018-01-19 | 福建四创软件有限公司 | Automatic scheduling method is combined based on the lock pump group for automatically generating prediction scheme |
| CN109872063A (en) * | 2019-02-11 | 2019-06-11 | 南昌工程学院 | The flood control of the plain city network of waterways, water drainage, running water joint optimal operation method and system |
Non-Patent Citations (2)
| Title |
|---|
| 孙国庆 等: "智慧水利水闸系统设计与实现", 《智慧水利水闸系统设计与实现》, no. 10, pages 97 - 98 * |
| 漳卫南运河志编委会: "《漳卫南运河志》", 天津：天津科学技术出版社, pages: 356 - 357 * |
Cited By (13)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| 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 |
| CN111443653A (en) * | 2020-03-27 | 2020-07-24 | 长江三峡通航管理局 | Centralized control dual-control operation device and method suitable for continuous multistage ship lock |
| CN111443653B (en) * | 2020-03-27 | 2021-02-19 | 长江三峡通航管理局 | Centralized control and double control operation method suitable for continuous multistage ship lock |
| CN111950842A (en) * | 2020-06-19 | 2020-11-17 | 湖南拓比科技有限公司 | Ecological environment comprehensive scheduling method and system based on block chain |
| CN112036612A (en) * | 2020-08-13 | 2020-12-04 | 成都万江港利科技股份有限公司 | Urban waterlogging intelligent early warning system |
| CN112116251A (en) * | 2020-09-18 | 2020-12-22 | 河北省水利工程局 | Water conservancy information automatic statistical system for water transfer |
| CN112445166A (en) * | 2020-11-18 | 2021-03-05 | 尚禹科技有限公司 | Construction method of hydraulic engineering gate pump remote measurement and control system |
| CN112766712A (en) * | 2021-01-15 | 2021-05-07 | 国家海洋信息中心 | Ocean emergency scheduling method and system and electronic equipment |
| CN113700089A (en) * | 2021-08-26 | 2021-11-26 | 武汉鑫索维科技有限公司 | Automatic management system for pump station and use method thereof |
| CN113700089B (en) * | 2021-08-26 | 2022-07-19 | 武汉鑫索维科技有限公司 | Use method of automatic management system of pump station |
| CN116151758A (en) * | 2022-12-29 | 2023-05-23 | 重庆华悦生态环境工程研究院有限公司 | Water service engineering project information management system and method |
| CN116881833A (en) * | 2023-09-07 | 2023-10-13 | 常州瑞阳液压成套设备有限公司 | Fault operation and maintenance data transmission system and method based on artificial intelligence |
| CN116881833B (en) * | 2023-09-07 | 2023-11-10 | 常州瑞阳液压成套设备有限公司 | Fault operation and maintenance data transmission system and method based on artificial intelligence |
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