CN116715288A - Integrated intelligent sewage and water system management and control system, method, electronic equipment and medium - Google Patents
Integrated intelligent sewage and water system management and control system, method, electronic equipment and medium Download PDFInfo
- Publication number
- CN116715288A CN116715288A CN202310379135.2A CN202310379135A CN116715288A CN 116715288 A CN116715288 A CN 116715288A CN 202310379135 A CN202310379135 A CN 202310379135A CN 116715288 A CN116715288 A CN 116715288A
- Authority
- CN
- China
- Prior art keywords
- data
- intelligent
- data analysis
- analysis condition
- sewage
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
- 239000010865 sewage Substances 0.000 title claims abstract description 214
- XLYOFNOQVPJJNP-UHFFFAOYSA-N water Substances O XLYOFNOQVPJJNP-UHFFFAOYSA-N 0.000 title claims abstract description 188
- 238000000034 method Methods 0.000 title claims abstract description 49
- 238000012544 monitoring process Methods 0.000 claims abstract description 193
- 238000007405 data analysis Methods 0.000 claims abstract description 157
- 238000004891 communication Methods 0.000 claims abstract description 28
- 238000012545 processing Methods 0.000 claims description 37
- 238000004458 analytical method Methods 0.000 claims description 28
- 238000003745 diagnosis Methods 0.000 claims description 23
- 238000004590 computer program Methods 0.000 claims description 13
- 239000002351 wastewater Substances 0.000 claims description 9
- 230000008447 perception Effects 0.000 claims description 6
- 238000007726 management method Methods 0.000 description 128
- 230000008569 process Effects 0.000 description 8
- 238000010586 diagram Methods 0.000 description 7
- 238000012423 maintenance Methods 0.000 description 6
- 230000005540 biological transmission Effects 0.000 description 4
- 239000007788 liquid Substances 0.000 description 4
- 230000009471 action Effects 0.000 description 3
- QVGXLLKOCUKJST-UHFFFAOYSA-N atomic oxygen Chemical compound [O] QVGXLLKOCUKJST-UHFFFAOYSA-N 0.000 description 3
- 230000004888 barrier function Effects 0.000 description 3
- 229910052760 oxygen Inorganic materials 0.000 description 3
- 239000001301 oxygen Substances 0.000 description 3
- 238000012502 risk assessment Methods 0.000 description 3
- 238000004088 simulation Methods 0.000 description 3
- 230000006978 adaptation Effects 0.000 description 2
- 238000013473 artificial intelligence Methods 0.000 description 2
- 238000012986 modification Methods 0.000 description 2
- 230000004048 modification Effects 0.000 description 2
- 238000013439 planning Methods 0.000 description 2
- 238000011112 process operation Methods 0.000 description 2
- 238000009877 rendering Methods 0.000 description 2
- 230000009897 systematic effect Effects 0.000 description 2
- 238000005273 aeration Methods 0.000 description 1
- 238000004364 calculation method Methods 0.000 description 1
- 230000008859 change Effects 0.000 description 1
- 238000007728 cost analysis Methods 0.000 description 1
- 238000013480 data collection Methods 0.000 description 1
- 230000001934 delay Effects 0.000 description 1
- 238000005516 engineering process Methods 0.000 description 1
- 238000011156 evaluation Methods 0.000 description 1
- 238000009472 formulation Methods 0.000 description 1
- 230000004927 fusion Effects 0.000 description 1
- 230000008595 infiltration Effects 0.000 description 1
- 238000001764 infiltration Methods 0.000 description 1
- 238000007689 inspection Methods 0.000 description 1
- 238000010801 machine learning Methods 0.000 description 1
- 230000005055 memory storage Effects 0.000 description 1
- 239000000203 mixture Substances 0.000 description 1
- 230000003287 optical effect Effects 0.000 description 1
- 230000000750 progressive effect Effects 0.000 description 1
- 230000009467 reduction Effects 0.000 description 1
- 238000011160 research Methods 0.000 description 1
- 239000010802 sludge Substances 0.000 description 1
- 230000009466 transformation Effects 0.000 description 1
- 230000001052 transient effect Effects 0.000 description 1
- 238000011144 upstream manufacturing Methods 0.000 description 1
- 230000000007 visual effect Effects 0.000 description 1
Classifications
-
- C—CHEMISTRY; METALLURGY
- C02—TREATMENT OF WATER, WASTE WATER, SEWAGE, OR SLUDGE
- C02F—TREATMENT OF WATER, WASTE WATER, SEWAGE, OR SLUDGE
- C02F1/00—Treatment of water, waste water, or sewage
- C02F1/008—Control or steering systems not provided for elsewhere in subclass C02F
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
- Y02P90/00—Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
- Y02P90/02—Total factory control, e.g. smart factories, flexible manufacturing systems [FMS] or integrated manufacturing systems [IMS]
Landscapes
- Life Sciences & Earth Sciences (AREA)
- Hydrology & Water Resources (AREA)
- Engineering & Computer Science (AREA)
- Environmental & Geological Engineering (AREA)
- Water Supply & Treatment (AREA)
- Chemical & Material Sciences (AREA)
- Organic Chemistry (AREA)
- Sewage (AREA)
Abstract
The application discloses an integrated intelligent management and control system and method for sewage and water system, electronic equipment and medium, which are applied to the technical field of intelligent management and control of town sewage and water system. The system provided by the application comprises an intelligent management and control system of a sewage treatment plant, a sewage pipe network monitoring system, an intelligent monitoring system of inland water quality and a comprehensive management and control center. The intelligent management and control system of the sewage treatment plant, the sewage pipe network monitoring system and the intelligent monitoring system of the inland water quality are all connected with the comprehensive management and control center, and the data analysis condition of the intelligent management and control system of the sewage treatment plant, the sewage pipe network monitoring system and the intelligent monitoring system of the inland water quality are transmitted to the comprehensive management and control center, and the comprehensive management and control center monitors and controls the operation of the intelligent management and control system of the sewage treatment plant, the intelligent monitoring system of the sewage pipe network and the intelligent monitoring system of the inland water quality according to the data analysis condition. The system provided by the application can receive the operation data of different parts of the factory-net-river of town sewage and the water system, and can control the operation parameters of different systems according to the data conditions, so that the systems at different stages can realize data communication according to the comprehensive control center.
Description
Technical Field
The application relates to the technical field of intelligent management and control of town sewage and water systems, in particular to an integrated intelligent management and control system, an integrated intelligent management and control method of town sewage and water systems, electronic equipment and medium.
Background
The integrated intelligent sewage and water system management and control system, the method, the electronic equipment and the medium can solve the uncoordinated problems of information barriers, data islands, feedback delays and the like caused by the fact that information is not communicated smoothly.
In view of the above-mentioned technology, it is a problem to be solved by those skilled in the art to find an integrated management and control method for monitoring and controlling data of various departments in a sewage treatment process.
Disclosure of Invention
The application aims to provide an integrated intelligent sewage and water system management and control system, an integrated intelligent sewage and water system management and control method, electronic equipment and medium. The system can realize the data communication of the urban sewage and the systems of the factory, the net and the river of the water system, and realize the operation control of the system according to the comprehensive information.
In order to solve the technical problems, the application provides an integrated intelligent sewage and water system management and control system, which comprises an intelligent sewage treatment plant management and control system, a sewage pipe network monitoring system, an intelligent inland water quality monitoring system and a comprehensive management and control center;
the intelligent management and control system of the sewage treatment plant is connected with the comprehensive management and control center through a first communication port and is used for sending the first data analysis condition of the intelligent management and control system of the sewage treatment plant to the comprehensive management and control center;
The sewage pipe network monitoring system is connected with the comprehensive control center through a second communication port and is used for sending the second data analysis condition of the sewage pipe network monitoring system to the comprehensive control center;
the intelligent monitoring system for the water quality of the inland is connected with the comprehensive control center through a third communication port and is used for sending the third data analysis condition of the intelligent monitoring system for the water quality of the inland to the comprehensive control center;
the comprehensive management and control center is used for monitoring and controlling the operation of the intelligent management and control system of the sewage treatment plant, the sewage pipe network monitoring system and the intelligent monitoring system of the inland water quality according to the received first data analysis condition, the second data analysis condition and the third data analysis condition.
Preferably, the intelligent management and control system of the sewage treatment plant comprises: a perception layer, a network layer and an application layer:
the sensing layer is used for collecting operation data of the sewage treatment plant and transmitting the operation data to the network layer;
the network layer is used for carrying out analysis, judgment and early warning according to the received operation data and obtaining a first data analysis condition;
and the application layer is used for displaying the first data analysis condition and sending the first data analysis condition to the comprehensive management and control center.
Preferably, the sewage pipe network monitoring system comprises: the system comprises a monitoring arrangement module, a first data acquisition module, a first data processing module, a data analysis and diagnosis module and a first early warning module:
The monitoring arrangement module is used for acquiring data acquired by the sensors corresponding to a plurality of monitoring points in the monitoring arrangement unit and transmitting the data acquired by the sensors to the data acquisition module;
the first data acquisition module is used for comprehensively arranging the data acquired by the plurality of sensors and sending the comprehensively arranged data to the first data processing module;
the first data processing module is used for processing the comprehensively-processed data to obtain corresponding first processed data and sending the first processed data to the data analysis diagnosis module;
the data analysis and diagnosis module is used for analyzing and diagnosing the first processed data to obtain a second data analysis condition;
the first early warning module is used for judging the early warning state of the current system according to the second data analysis condition and sending the second data analysis condition to the comprehensive management and control center.
Preferably, the intelligent monitoring system for inland water quality comprises: the system comprises a water quality monitoring node arrangement module, a water quality monitoring sensor, a second data acquisition module, a second data processing module, a data analysis module and a second early warning module:
a plurality of monitoring nodes in the water quality monitoring node arrangement module are provided with corresponding water quality monitoring sensors;
The water quality monitoring sensor is used for acquiring water quality data acquired by the water quality monitoring sensor and sending the water quality data corresponding to the plurality of monitoring nodes to the data acquisition module;
the second data acquisition module is used for counting water quality data corresponding to the plurality of monitoring nodes and sending the counted data to the second data processing module;
the second data processing module is used for processing the statistical data to obtain second processed data and sending the second processed data to the data analysis module;
the data analysis module is used for analyzing the second processed data to obtain a third data analysis condition and sending the third data analysis condition to the second early warning module;
the second early warning module is used for judging the early warning state of the current system according to the third data analysis condition and sending the third data analysis condition to the comprehensive management and control center.
In order to solve the problems, the application also provides an integrated intelligent sewage and water system control method, which is applied to an integrated intelligent sewage and water system control system comprising an intelligent sewage treatment plant control system, a sewage pipe network monitoring system, an intelligent inland water quality monitoring system and a comprehensive control center, and comprises the following steps:
Acquiring a first data analysis condition of a sewage treatment plant through an intelligent management and control system of the sewage treatment plant, and transmitting the first data analysis condition to a comprehensive management and control center;
acquiring a second data analysis condition of the sewage pipe network through a sewage pipe network monitoring system, and sending the second data analysis condition to a comprehensive management and control center;
acquiring a third data analysis condition of the inland river through an intelligent inland river water quality monitoring system, and transmitting the third data analysis condition to a comprehensive management and control center;
and monitoring and controlling the operation of the sewage treatment plant, the sewage pipe network and the inland river through the comprehensive management and control center according to the received first data analysis condition, the second data analysis condition and the third data analysis condition.
Preferably, the acquiring, by the intelligent management and control system of the sewage treatment plant, the first data analysis condition of the sewage treatment plant includes:
the method comprises the steps of acquiring operation parameters of a sewage treatment plant in real time through an intelligent management and control system of the sewage treatment plant, analyzing and judging the operation parameters of the sewage treatment plant, and performing problem diagnosis and early warning on an analysis and judgment result to obtain a first data analysis condition of the sewage treatment plant.
Preferably, the obtaining, by the sewage network monitoring system, the second data analysis condition of the sewage network includes:
The data of the sewage pipe network collected by the sensors corresponding to the monitoring nodes in the sewage pipe network are acquired through the sewage pipe network monitoring system, the data of the sewage pipe network are analyzed and judged, and the data analysis and judgment results of the sewage pipe network are subjected to statistical arrangement to obtain the second data analysis condition of the sewage pipe network.
Preferably, the method for acquiring the third data analysis condition of the inland river by the intelligent inland river water quality monitoring system comprises the following steps:
and acquiring water quality data acquired by the water quality monitoring sensors corresponding to the monitoring nodes in the inland through the inland water quality intelligent monitoring system, and analyzing and judging the water quality data acquired by the water quality sensors to obtain a third data analysis condition of the inland.
To solve the above problems, the present application also provides an electronic device including a memory for storing a computer program;
and the processor is used for realizing the steps of the integrated intelligent sewage and water system management and control method when executing the computer program.
In order to solve the above problems, the present application further provides a computer readable storage medium, on which a computer program is stored, which when executed by a processor implements the steps of the integrated intelligent sewage and water system control method.
The integrated intelligent sewage and water system management and control system comprises a sewage treatment plant intelligent management and control system, a sewage pipe network monitoring system, an intelligent inland water quality monitoring system and a comprehensive management and control center, wherein the intelligent sewage treatment plant management and control system is connected with the comprehensive management and control center through a first communication port and is used for sending a first data analysis condition of the intelligent sewage treatment plant management and control system to the comprehensive management and control center, the sewage pipe network monitoring system is connected with the comprehensive control center through a second communication port and is used for sending a second data analysis condition of the intelligent sewage pipe network monitoring system to the comprehensive management and control center, the intelligent inland water quality monitoring system is connected with the comprehensive management and control center through a third communication port and is used for sending a third data analysis condition of the intelligent inland water quality monitoring system to the comprehensive management and control center, and the comprehensive management and control center is used for monitoring and controlling the operation of the intelligent sewage treatment plant intelligent management and control system, the intelligent sewage pipe network monitoring system and the intelligent inland water quality monitoring system according to the received first data analysis condition, the second data analysis condition and the third data analysis condition. The integrated intelligent sewage and water system management and control system provided by the application can receive the operation data of different parts of the factory-net-river of town sewage and water system, manage and control the operation parameters of different systems according to the data conditions, and realize that the systems at different stages can realize data communication according to the comprehensive management and control center.
Drawings
For a clearer description of embodiments of the present application, the drawings that are required to be used in the embodiments will be briefly described, it being apparent that the drawings in the following description are only some embodiments of the present application, and other drawings may be obtained according to the drawings without inventive effort for those skilled in the art.
FIG. 1 is a block diagram of an integrated intelligent sewage and water system management and control system provided by an embodiment of the application;
fig. 2 is a block diagram of an intelligent control system of a sewage treatment plant according to an embodiment of the present application;
FIG. 3 is a block diagram of a sewage pipe network monitoring system according to an embodiment of the present application;
FIG. 4 is a block diagram of an intelligent monitoring system for inland water quality provided by an embodiment of the application;
FIG. 5 is a flowchart of an integrated intelligent wastewater and water system control method according to another embodiment of the present application;
fig. 6 is a block diagram of an electronic device according to another embodiment of the present application.
Detailed Description
The following description of the embodiments of the present application will be made clearly and completely with reference to the accompanying drawings, in which it is apparent that the embodiments described are only some embodiments of the present application, but not all embodiments. Based on the embodiments of the present application, all other embodiments obtained by a person of ordinary skill in the art without making any inventive effort are within the scope of the present application.
The application provides an integrated intelligent sewage and water system management and control system, an integrated intelligent sewage and water system management and control method, electronic equipment and medium.
In order to better understand the aspects of the present application, the present application will be described in further detail with reference to the accompanying drawings and detailed description.
In summary, aiming at the problems of information barriers, data islands and feedback delay existing in the management and control of the scattered point source sewage plants in the watershed water environment and the management and control of the pipe network and the inland river, an integrated intelligent sewage and water system management and control system needs to be established, data such as point source pollution, pipe network misconnection, inland river monitoring and the like are subjected to collection treatment, cloud-end linkage management of the whole life cycle is developed and utilized, intelligent research, judgment and accurate management and control of the watershed comprehensive treatment are realized, and the information barriers of urban sewage and water system comprehensive treatment are overcome, so that the problem to be solved urgently by those in the field at present.
FIG. 1 is a block diagram of an integrated intelligent sewage and water system control system provided by an embodiment of the application, and as shown in the figure, the integrated intelligent sewage and water system control system comprises an intelligent sewage treatment plant control system, a sewage pipe network monitoring system, an intelligent inland water quality monitoring system and a comprehensive control center;
the intelligent management and control system of the sewage treatment plant is connected with the comprehensive management and control center through a first communication port and is used for sending the first data analysis condition of the intelligent management and control system of the sewage treatment plant to the comprehensive management and control center;
The sewage pipe network monitoring system is connected with the comprehensive control center through a second communication port and is used for sending the second data analysis condition of the sewage pipe network monitoring system to the comprehensive control center;
the intelligent monitoring system for the water quality of the inland is connected with the comprehensive control center through a third communication port and is used for sending the third data analysis condition of the intelligent monitoring system for the water quality of the inland to the comprehensive control center;
the comprehensive management and control center is used for monitoring and controlling the operation of the intelligent management and control system of the sewage treatment plant, the sewage pipe network monitoring system and the intelligent monitoring system of the inland water quality according to the received first data analysis condition, the second data analysis condition and the third data analysis condition.
In a specific embodiment, the intelligent management and control system 1 of the sewage treatment plant, the sewage pipe network monitoring system 12 and the intelligent monitoring system 30 of the inland water quality. The three systems are respectively provided with standard ports, and finally are connected with the comprehensive control center 11 in a centralized manner to perform intelligent control, so that joint debugging and joint control among factories, networks and inland rivers are realized.
The intelligent control system 1 of the sewage treatment plant can be provided with two ports, wherein the intelligent control system can regulate and control the running condition of the water plant in a central control room of the sewage treatment plant, and can regulate and control the running condition of the water plant in a comprehensive control center 11. The central control room of the sewage treatment plant only carries out intelligent and informationized management operation on the process operation condition of the water plant, and the comprehensive management and control center 11 not only carries out management and control on the operation condition of the water plant, but also can combine the monitoring conditions of the sewage pipe network monitoring system 12 and the inland water quality intelligent monitoring system 30 to carry out management and control on the operation of the water plant, for example, the water quality of a river segment discharged by the sewage treatment plant is monitored to change greatly, whether the operation working condition of the sewage treatment plant is normal or not can be directly checked at the comprehensive management and control center 11, and the water quality of outlet water of a water outlet reaches the standard or not, so that the problem reason is checked according to an early warning system, and a solution is provided.
The integrated intelligent sewage and water system management and control system comprises a sewage treatment plant intelligent management and control system, a sewage pipe network monitoring system, an intelligent inland water quality monitoring system and a comprehensive management and control center, wherein the intelligent sewage treatment plant management and control system is connected with the comprehensive management and control center through a first communication port and is used for sending a first data analysis condition of the intelligent sewage treatment plant management and control system to the comprehensive management and control center, the sewage pipe network monitoring system is connected with the comprehensive control center through a second communication port and is used for sending a second data analysis condition of the intelligent sewage pipe network monitoring system to the comprehensive management and control center, the intelligent inland water quality monitoring system is connected with the comprehensive management and control center through a third communication port and is used for sending a third data analysis condition of the intelligent inland water quality monitoring system to the comprehensive management and control center, and the comprehensive management and control center is used for monitoring and controlling the operation of the intelligent sewage treatment plant intelligent management and control system, the intelligent sewage pipe network monitoring system and the intelligent inland water quality monitoring system according to the received first data analysis condition, the second data analysis condition and the third data analysis condition. The integrated intelligent sewage and water system management and control system provided by the application can receive the running data of different parts of the factory-net-river of town sewage and water system, manage and control the running parameters of different systems according to the data conditions, and realize that the systems at different stages can realize data communication according to the comprehensive management and control center.
On the basis of the above embodiments, as a preferred embodiment, the intelligent management and control system for a sewage treatment plant includes: a perception layer, a network layer and an application layer:
the sensing layer is used for collecting operation data of the sewage treatment plant and transmitting the operation data to the network layer;
the network layer is used for carrying out analysis, judgment and early warning according to the received operation data and obtaining a first data analysis condition;
and the application layer is used for displaying the first data analysis condition and sending the first data analysis condition to the comprehensive management and control center.
In a specific embodiment, as shown in fig. 2, a sewage treatment plant intelligent management and control system 1, a perception layer 2, a data acquisition unit 3, a data transmission unit 4, a network layer 5, an equipment state analysis unit 6, a data analysis unit 7, a diagnosis unit 8, an application layer 9, a water plant control center 10 and a comprehensive management and control center 11.
The intelligent management and control system 1 of the sewage treatment plant comprises a perception layer 2, a network layer 5 and an application layer 9. The perception layer 2 is mainly used for collecting process operation data of sewage plants, equipment operation states of the sewage plants and on-line monitoring data of water plant operation are stored through the PLC by utilizing the data collection unit 3 to communicate the data through the Internet, the data are transmitted to the network layer 5 through the data transmission unit 4, and the types and the frequency of the collected data can be customized according to requirements. The network layer 5 comprises a device state analysis unit 6, a data analysis unit 7 and a diagnostic unit 8. The equipment state analysis unit 6 inputs the information and maintenance record of the equipment, monitors the operation of the equipment in real time, performs intelligent analysis on the equipment with faults according to the information of the equipment, and determines the cause of the faults; the data analysis unit 7 performs intelligent analysis on the data transmitted by the data transmission unit 4, judges whether the process is running normally, and obtains a prediction result. After the data calculation and analysis are performed by the equipment state analysis unit 6 and the data analysis unit 7, the data are fed back to the diagnosis unit 8, the analyzed problems are diagnosed, the reasons for the occurrence of the problems are determined, and intelligent decisions are made. For example, the dissolved oxygen value collected by the system is lower than the normal operation value of the process, the collection value is unstable, at the moment, the system performs analysis and diagnosis according to the water quality data of the inlet water, the online monitoring data of the sludge concentration, the operation state data of the fan and the like, the reasons for the reduction of the dissolved oxygen value are listed one by one, and a solution is provided. The diagnosis unit 8 analyzes the diagnosis result and transmits the early warning information to the application layer 9, the application layer 9 comprises a water plant control center 10, and the water plant control center 10 and the comprehensive management and control center 11 can respectively display information at a mobile phone end or a computer end. The water plant operator can discover equipment fault points at the first time according to the information displayed by the water plant control center 10, schedule personnel maintenance in time, and accurately regulate and control equipment, aeration quantity, dosing quantity and the like according to the operation condition of diagnostic analysis.
According to the embodiment of the application, the intelligent management and control system of the sewage treatment plant analyzes the operation data in the sewage treatment plant, judges the state of the intelligent management and control system, and sends the first data analysis condition of the state of the intelligent management and control system to the comprehensive management and control center to realize data communication.
On the basis of the above embodiments, as a preferred embodiment, the sewage pipe network monitoring system includes: the system comprises a monitoring arrangement module, a first data acquisition module, a first data processing module, a data analysis and diagnosis module and a first early warning module:
the monitoring arrangement module is used for acquiring data acquired by the sensors corresponding to a plurality of monitoring points in the monitoring arrangement unit and transmitting the data acquired by the sensors to the data acquisition module;
the first data acquisition module is used for comprehensively arranging the data acquired by the plurality of sensors and sending the comprehensively arranged data to the first data processing module;
the first data processing module is used for processing the comprehensively-processed data to obtain corresponding first processed data and sending the first processed data to the data analysis diagnosis module;
the data analysis and diagnosis module is used for analyzing and diagnosing the first processed data to obtain a second data analysis condition;
The first early warning module is used for judging the early warning state of the current system according to the second data analysis condition and sending the second data analysis condition to the comprehensive management and control center.
In a specific embodiment, as shown in fig. 3, the sewage pipe network monitoring system 12, the monitoring arrangement module 13, the first data acquisition module 14, the first data processing module 15, the data analysis diagnosis module 16, the first early warning module 17, the integrated management and control center 11, the area monitoring point 18, the pipe network node 19, the main pipe network 20, the liquid level monitoring sensor 21, the water quality monitoring sensor 22, the flow monitoring sensor 23, the simulation analysis unit 24, the comparison analysis unit 25, the risk analysis unit 26, the information acquisition unit 27, the information arrangement unit 28 and the driving unit 29 are all described in detail.
The sewage pipe network monitoring system 12 comprises a monitoring arrangement module 13, a first data acquisition module 14, a first data processing module 15, a data analysis and diagnosis module 16, a first early warning module 17 and a comprehensive control center 11. According to the systematic monitoring distribution idea, selecting a region with typical drainage characteristics and a certain drainage pipe network coverage area, and carrying out systematic water quality and water quantity monitoring. The monitoring arrangement module 13 respectively carries out arrangement of a liquid level monitoring sensor 21, a water quality monitoring sensor 22 and a flow monitoring sensor 23 on three parts of a zone monitoring point 18, a pipe network node 19 and a main pipe network 20. The district monitoring point 18 selects key drainage households to be connected to a municipal rainwater pipe network drainage outlet for liquid level monitoring, and continuously monitors whether the drainage households have the problem of stealing sewage through a rainwater system in dry days; during rainfall, control of rainfall runoff by typical drainage households is assessed. The pipe network node monitoring points 19 monitor the running condition of the regional drainage pipe network continuously, the monitoring time covers dry seasons and rainy seasons so as to support the analysis of the running rule of the drainage pipe network, such as the running condition of the pipeline in the dry seasons and rainy days, the inflow and infiltration condition of the pipeline in the rainy days and the like, and provide reference basis for the management and planning transformation of the drainage pipe network through the analysis of the upstream structure on the pipe network, and also provide support for the evaluation of the drainage capacity of the pipe network and the application of the model. The monitoring point main pipe network 20 monitors a main pipe network connected with the sewage lifting pump station and the sewage plant. Monitoring the water inflow and outflow in different drainage service ranges, and providing a basis for water inflow data for system water inflow analysis and regulation strategy formulation; the liquid level of the water collecting main pipe of the sewage plant is monitored, so that the fullness of the main pipe is mastered, the running load of the sewage plant is pre-warned, and the integrated dispatching of the drainage system is supported. The sensors are electrically output and connected with the first data acquisition module 14, the first data acquisition module 14 monitors the water quality and the water quantity of the pipe network through the sensors, the first data acquisition module 14 is connected with the first data processing module 15 through the electrical output, the first data processing module 15 processes the acquired data and then electrically outputs the processed data to be connected with the data analysis diagnosis module 16, the data analysis diagnosis module 16 processes the received data through the simulation analysis unit 24, the comparison analysis unit 25 and the risk analysis unit 26, and the data are combined with the monitoring data to carry out comprehensive analysis and diagnosis, so that decision support is provided for inspection and maintenance, operation scheduling, emergency decision, current situation analysis, planning analysis and the like of the drainage pipe network. The data analysis and diagnosis module 16 is connected with the first early warning module 17; the first early warning module 17 is respectively connected with the information acquisition unit 27, the information arrangement unit 28 and the driving unit 29, after the data acquired by the information are subjected to statistics arrangement through the information arrangement unit 28, the driving unit 29 is used for transmitting an alarm signal to the comprehensive management and control center 11, and finally, the drainage pipe network informatization management system with the internet of things sensing, the comprehensive database, the model simulation and the visual display as cores is constructed.
The connection relation between the units of different modules can be electrical connection, the application is not limited, and the connection relation can be selected according to the needs of users.
According to the embodiment of the application, the self-collected data is analyzed through the sewage pipe network monitoring system, the self state is judged, the second data analysis condition of the self state is sent to the comprehensive control center, data communication is realized, and support is provided for the operation data of the intelligent control system of the sewage treatment plant.
On the basis of the above embodiment, as a preferred embodiment, the intelligent monitoring system for inland water quality includes: the system comprises a water quality monitoring node arrangement module, a water quality monitoring sensor, a second data acquisition module, a second data processing module, a data analysis module and a second early warning module:
a plurality of monitoring nodes in the water quality monitoring node arrangement module are provided with corresponding water quality monitoring sensors;
the water quality monitoring sensor is used for acquiring water quality data acquired by the water quality monitoring sensor and sending the water quality data corresponding to the plurality of monitoring nodes to the data acquisition module;
the second data acquisition module is used for counting water quality data corresponding to the plurality of monitoring nodes and sending the counted data to the second data processing module;
The second data processing module is used for processing the statistical data to obtain second processed data and sending the second processed data to the data analysis module;
the data analysis module is used for analyzing the second processed data to obtain a third data analysis condition and sending the third data analysis condition to the second early warning module;
the second early warning module is used for judging the early warning state of the current system according to the third data analysis condition and sending the third data analysis condition to the comprehensive management and control center.
In a specific embodiment, as shown in fig. 4, the intelligent monitoring system 30 for inland water quality includes a water quality monitoring node arrangement module 31, a water quality monitoring sensor 32, a second data acquisition module 33, a second data processing module 34, a data analysis module 35, a second early warning module 36, and a comprehensive management and control center 11.
Wherein, a plurality of monitoring nodes are arranged on two sides of the inland, the monitoring nodes are respectively provided with water quality monitoring sensors 32 such as pH, turbidity, dissolved oxygen, temperature and the like, the water quality monitoring sensors 32 transmit data to a second data acquisition module 33 through electrical transmission, the second data acquisition module 33 is electrically connected with a second data processing module 34, the output end of the second data processing module 34 is connected with the input end of a data analysis module 35, the output end of the data analysis module 35 is connected with the input end of a second early warning module 36, the second early warning module 36 electrically transmits information to the comprehensive management and control center 11, remote real-time monitoring, intelligent prediction early warning, event handling operation and maintenance and the like of data are realized, overall comprehensive operation decision analysis, event early warning analysis, cost analysis, management risk analysis and the like are provided for water management, and thus operation and maintenance management of water environment management projects and service capability are normalized, and intelligent operation and maintenance are finally realized.
The connection relation between different modules can be electrical connection, the application is not limited, and the connection relation can be selected according to the needs of users.
According to the embodiment of the application, the intelligent monitoring system for the water quality of the inland water analyzes the acquired data, judges the state of the water quality, and sends the third data analysis condition of the state of the water quality to the comprehensive control center, so that data communication is realized, and support is provided for the operation data of the intelligent control system for the sewage treatment plant and the sewage pipe network monitoring system.
The integrated intelligent sewage and water system management and control system comprises a sewage treatment plant intelligent management and control system, a sewage pipe network monitoring system, an intelligent inland water quality monitoring system and a comprehensive management and control center, wherein the intelligent sewage treatment plant management and control system is connected with the comprehensive management and control center through a first communication port and is used for sending a first data analysis condition of the intelligent sewage treatment plant management and control system to the comprehensive management and control center, the sewage pipe network monitoring system is connected with the comprehensive control center through a second communication port and is used for sending a second data analysis condition of the intelligent sewage pipe network monitoring system to the comprehensive management and control center, the intelligent inland water quality monitoring system is connected with the comprehensive management and control center through a third communication port and is used for sending a third data analysis condition of the intelligent inland water quality monitoring system to the comprehensive management and control center, and the comprehensive management and control center is used for monitoring and controlling the operation of the intelligent sewage treatment plant intelligent management and control system, the intelligent sewage pipe network monitoring system and the intelligent inland water quality monitoring system according to the received first data analysis condition, the second data analysis condition and the third data analysis condition. The intelligent management and control system, the sewage pipe network monitoring system and the water source quality monitoring system of the sewage treatment plant are respectively provided with standard ports, and finally are connected with the comprehensive management and control center in a centralized manner to perform intelligent regulation and control, so that multi-link, multi-element and multi-department multi-source mass data in urban sewage and water system comprehensive management are subjected to scene, business acquisition, treatment, analysis, fusion and display, joint adjustment and joint control among factories, networks and inland rivers is realized, and the problems that the data island in urban water system comprehensive management and control, feedback is slow, pollution events/emergency problems in urban water environment management are difficult to find, no means for treatment, law enforcement is difficult to trace, water environment management is difficult to realize and the like are solved.
In the above embodiments, the integrated sewage and water system intelligent control system is described in detail, and the application also provides the corresponding embodiments of the integrated sewage and water system intelligent control method.
In order to solve the above problems, the present application further provides an integrated intelligent sewage and water system control method, which is applied to an integrated intelligent sewage and water system control system including an intelligent sewage treatment plant control system, a sewage pipe network monitoring system, an intelligent inland water quality monitoring system and a comprehensive control center, and the method includes the following procedures, as shown in fig. 5.
S10: the intelligent management and control system of the sewage treatment plant is used for acquiring a first data analysis condition of the sewage treatment plant and sending the first data analysis condition to the comprehensive management and control center.
S11: and acquiring a second data analysis condition of the sewage pipe network through the sewage pipe network monitoring system, and sending the second data analysis condition to the comprehensive management and control center.
S12: and acquiring a third data analysis condition of the inland river through the intelligent inland river water quality monitoring system, and sending the third data analysis condition to the comprehensive management and control center.
S13: and monitoring and controlling the operation of the sewage treatment plant, the sewage pipe network and the inland river through the comprehensive management and control center according to the received first data analysis condition, the second data analysis condition and the third data analysis condition.
The integrated sewage and water system intelligent control method provided by the application is applied to an integrated sewage and water system intelligent control system comprising a sewage treatment plant intelligent control system, a sewage pipe network monitoring system, a river water quality intelligent monitoring system and a comprehensive control center, wherein the first data analysis condition of the sewage treatment plant is acquired through the sewage treatment plant intelligent control system and is sent to the comprehensive control center, the third data analysis condition of a water source is acquired through the river water quality intelligent monitoring system and is sent to the comprehensive control center, the third data analysis condition of the river is acquired through the river water quality intelligent monitoring system and is sent to the comprehensive control center, and the operation of the sewage treatment plant, the sewage pipe network and the river is monitored and controlled through the comprehensive control center according to the received first data analysis condition, the second data analysis condition and the third data analysis condition. The integrated intelligent sewage and water system management and control system provided by the application can receive the operation data of different parts of the factory-net-river of town sewage and water system, manage and control the operation parameters of different systems according to the data conditions, and realize that the systems at different stages can realize data communication according to the comprehensive management and control center.
On the basis of the above embodiments, as a preferred embodiment:
acquiring a first data analysis condition of a sewage treatment plant through an intelligent management and control system of the sewage treatment plant, wherein the first data analysis condition comprises: the method comprises the steps of acquiring operation parameters of a sewage treatment plant in real time through an intelligent management and control system of the sewage treatment plant, analyzing and judging the operation parameters of the sewage treatment plant, and performing problem diagnosis and early warning on an analysis and judgment result to obtain a first data analysis condition of the sewage treatment plant.
Acquiring a second data analysis condition of the sewage pipe network through the sewage pipe network monitoring system, including: the data of the sewage pipe network collected by the sensors corresponding to the monitoring nodes in the sewage pipe network are acquired through the sewage pipe network monitoring system, the data of the sewage pipe network are analyzed and judged, and the data analysis and judgment results of the sewage pipe network are subjected to statistical arrangement to obtain the second data analysis condition of the sewage pipe network.
Acquiring third data analysis conditions of the inland river through the inland river water quality intelligent monitoring system, wherein the third data analysis conditions comprise: and acquiring water quality data acquired by the water quality monitoring sensors corresponding to the monitoring nodes in the inland river through the inland water quality intelligent monitoring system, and analyzing and judging the water quality data acquired by the water quality sensors to obtain a third data analysis condition of the water source.
Since the embodiments of the method portion correspond to those of the system portion, the embodiments of the method portion are described with reference to the embodiments of the system portion, which are not repeated herein.
Fig. 6 is a block diagram of an electronic device according to another embodiment of the present application, and as shown in fig. 6, the electronic device includes: a memory 20 for storing a computer program;
the processor 21 is configured to execute the computer program to implement the steps of the integrated sewage and water system intelligent control method as mentioned in the above embodiments.
The electronic device provided in this embodiment may include, but is not limited to, a smart phone, a tablet computer, a notebook computer, a desktop computer, or the like.
Processor 21 may include one or more processing cores, such as a 4-core processor, an 8-core processor, etc. The processor 21 may be implemented in hardware in at least one of a digital signal processor (Digital Signal Processor, DSP), a Field programmable gate array (Field-Programmable Gate Array, FPGA), a programmable logic array (Programmable Logic Array, PLA). The processor 21 may also comprise a main processor, which is a processor for processing data in an awake state, also called central processor (Central Processing Unit, CPU), and a coprocessor; a coprocessor is a low-power processor for processing data in a standby state. In some embodiments, the processor 21 may be integrated with an image processor (Graphics Processing Unit, GPU) for taking care of rendering and rendering of the content that the display screen is required to display. In some embodiments, the processor 21 may also include an artificial intelligence (Artificial Intelligence, AI) processor for processing computing operations related to machine learning.
Memory 20 may include one or more computer-readable storage media, which may be non-transitory. Memory 20 may also include high-speed random access memory, as well as non-volatile memory, such as one or more magnetic disk storage devices, flash memory storage devices. In this embodiment, the memory 20 is at least used for storing a computer program 201, where the computer program can implement the relevant steps of the integrated sewage and water system intelligent control method disclosed in any of the foregoing embodiments after being loaded and executed by the processor 21. In addition, the resources stored in the memory 20 may further include an operating system 202, data 203, and the like, where the storage manner may be transient storage or permanent storage. The operating system 202 may include Windows, unix, linux, among others.
In some embodiments, the electronic device may further include a display 22, an input-output interface 23, a communication interface 24, a power supply 25, and a communication bus 26.
Those skilled in the art will appreciate that the structure shown in fig. 6 is not limiting of the electronic device and may include more or fewer components than shown.
The electronic device provided by the embodiment of the application comprises a memory and a processor, wherein the processor can realize the following method when executing a program stored in the memory: an integrated intelligent sewage and water system management and control method.
Finally, the application also provides a corresponding embodiment of the computer readable storage medium. The computer-readable storage medium has stored thereon a computer program which, when executed by a processor, performs the steps as described in the method embodiments above.
It will be appreciated that the methods of the above embodiments, if implemented in the form of software functional units and sold or used as stand-alone products, may be stored on a computer readable storage medium. Based on this understanding, the technical solution of the present application may be embodied essentially or in part or all of the technical solution or in part in the form of a software product stored in a storage medium for performing all or part of the steps of the method according to the embodiments of the present application. And the aforementioned storage medium includes: a U-disk, a removable hard disk, a Read-only memory (ROM), a random access memory (RandomAccess Memory, RAM), a magnetic disk, or an optical disk, or other various media capable of storing program codes.
The integrated intelligent sewage and water system management and control system, the method, the electronic equipment and the medium provided by the application are described in detail. In the description, each embodiment is described in a progressive manner, and each embodiment is mainly described by the differences from other embodiments, so that the same similar parts among the embodiments are mutually referred. For the device disclosed in the embodiment, since it corresponds to the method disclosed in the embodiment, the description is relatively simple, and the relevant points refer to the description of the method section. It should be noted that it will be apparent to those skilled in the art that various modifications and adaptations of the application can be made without departing from the principles of the application and these modifications and adaptations are intended to be within the scope of the application as defined in the following claims.
It should also be noted that in this specification, relational terms such as first and second, and the like are used solely to distinguish one entity or action from another entity or action without necessarily requiring or implying any actual such relationship or order between such entities or actions. Moreover, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising one … …" does not exclude the presence of other like elements in a process, method, article, or apparatus that comprises the element.
Claims (10)
1. An integrated intelligent sewage and water system control system is characterized by comprising an intelligent sewage treatment plant control system, a sewage pipe network monitoring system, an intelligent inland water quality monitoring system and a comprehensive control center;
the intelligent management and control system of the sewage treatment plant is connected with the comprehensive management and control center through a first communication port and is used for sending a first data analysis condition of the intelligent management and control system of the sewage treatment plant to the comprehensive management and control center;
The sewage pipe network monitoring system is connected with the comprehensive control center through a second communication port and is used for sending second data analysis conditions of the sewage pipe network monitoring system to the comprehensive control center;
the intelligent monitoring system for the water quality of the inland river is connected with the comprehensive control center through a third communication port and is used for sending a third data analysis condition of the intelligent monitoring system for the water quality of the inland river to the comprehensive control center;
the comprehensive management and control center is used for monitoring and controlling the operation of the intelligent management and control system of the sewage treatment plant, the intelligent monitoring system of the sewage pipe network and the intelligent monitoring system of the inland water quality according to the received first data analysis condition, the second data analysis condition and the third data analysis condition.
2. The integrated intelligent sewage and water system control system according to claim 1, wherein the intelligent sewage treatment plant control system comprises: a perception layer, a network layer and an application layer:
the sensing layer is used for collecting operation data of the sewage treatment plant and transmitting the operation data to the network layer;
the network layer is used for carrying out analysis, judgment and early warning according to the received operation data and obtaining the first data analysis condition;
The application layer is used for displaying the first data analysis condition and sending the first data analysis condition to the comprehensive management and control center.
3. The integrated wastewater and water system intelligent management and control system of claim 1, wherein the wastewater pipe network monitoring system comprises: the system comprises a monitoring arrangement module, a first data acquisition module, a first data processing module, a data analysis and diagnosis module and a first early warning module:
the monitoring arrangement module is used for acquiring data acquired by sensors corresponding to a plurality of monitoring points in the monitoring arrangement unit and sending the data acquired by the sensors to the data acquisition module;
the first data acquisition module is used for comprehensively arranging the data acquired by the plurality of sensors and sending the comprehensively arranged data to the first data processing module;
the first data processing module is used for processing the comprehensively-processed data to obtain corresponding first processed data, and sending the first processed data to the data analysis and diagnosis module;
the data analysis and diagnosis module is used for analyzing and diagnosing the first processed data to obtain the second data analysis condition;
The first early warning module is used for judging the early warning state of the current system according to the second data analysis condition and sending the second data analysis condition to the comprehensive management and control center.
4. The integrated wastewater and water system intelligent management and control system according to claim 1, wherein the inland water quality intelligent monitoring system comprises: the system comprises a water quality monitoring node arrangement module, a water quality monitoring sensor, a second data acquisition module, a second data processing module, a data analysis module and a second early warning module:
a plurality of monitoring nodes in the water quality monitoring node arrangement module are provided with corresponding water quality monitoring sensors;
the water quality monitoring sensor is used for acquiring water quality data acquired by the water quality monitoring sensor and sending the water quality data corresponding to the monitoring nodes to the data acquisition module;
the second data acquisition module is used for counting the water quality data corresponding to the plurality of monitoring nodes and sending the counted data to the second data processing module;
the second data processing module is used for processing the statistical data to obtain second processed data and sending the second processed data to the data analysis module;
The data analysis module is used for analyzing the second processed data to obtain the third data analysis condition and sending the third data analysis condition to the second early warning module;
the second early warning module is used for judging the early warning state of the current system according to the third data analysis condition and sending the third data analysis condition to the comprehensive management and control center.
5. An integrated intelligent sewage and water system control method is characterized by being applied to an integrated intelligent sewage and water system control system comprising a sewage treatment plant intelligent control system, a sewage pipe network monitoring system, a inland water quality intelligent monitoring system and a comprehensive control center, and comprising the following steps:
acquiring a first data analysis condition of the sewage treatment plant through the intelligent management and control system of the sewage treatment plant, and sending the first data analysis condition to the comprehensive management and control center;
acquiring a second data analysis condition of the sewage pipe network through the sewage pipe network monitoring system, and sending the second data analysis condition to the comprehensive management and control center;
acquiring a third data analysis condition of the inland river through the inland water quality intelligent monitoring system, and sending the third data analysis condition to the comprehensive management and control center;
And monitoring and controlling the operation of the sewage treatment plant, the sewage pipe network and the inland river through the comprehensive management and control center according to the received first data analysis condition, the second data analysis condition and the third data analysis condition.
6. The integrated intelligent sewage and water system control method according to claim 5, wherein the acquiring, by the intelligent sewage treatment plant control system, the first data analysis condition of the sewage treatment plant comprises:
the intelligent management and control system of the sewage treatment plant is used for acquiring the operation parameters of the sewage treatment plant in real time, analyzing and judging the operation parameters of the sewage treatment plant, and performing problem diagnosis and early warning on the analysis and judgment result to obtain a first data analysis condition of the sewage treatment plant.
7. The integrated wastewater and water system intelligent control method according to claim 5, wherein the obtaining, by the wastewater pipe network monitoring system, the second data analysis condition of the wastewater pipe network comprises:
and acquiring data of the sewage pipe network acquired by the sensors corresponding to the monitoring nodes in the sewage pipe network through the sewage pipe network monitoring system, analyzing and judging the data of the sewage pipe network, and carrying out statistics and arrangement on the data analysis and judgment results of the sewage pipe network to obtain a second data analysis condition of the sewage pipe network.
8. The intelligent integrated wastewater and water system control method according to claim 5, wherein the obtaining the third data analysis condition of the inland river by the intelligent inland water quality monitoring system comprises:
and acquiring the water quality data acquired by the water quality monitoring sensors corresponding to a plurality of monitoring nodes in the inland through the inland water quality intelligent monitoring system, and analyzing and judging the water quality data acquired by the water quality sensors to obtain a third data analysis condition of the inland.
9. An electronic device comprising a memory for storing a computer program;
a processor for implementing the steps of the integrated wastewater and water system intelligent control method according to any one of claims 5 to 8 when executing the computer program.
10. A computer readable storage medium, wherein a computer program is stored on the computer readable storage medium, and when the computer program is executed by a processor, the computer program realizes the steps of the integrated sewage and water system intelligent control method according to any one of claims 5 to 8.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202310379135.2A CN116715288A (en) | 2023-04-11 | 2023-04-11 | Integrated intelligent sewage and water system management and control system, method, electronic equipment and medium |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202310379135.2A CN116715288A (en) | 2023-04-11 | 2023-04-11 | Integrated intelligent sewage and water system management and control system, method, electronic equipment and medium |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN116715288A true CN116715288A (en) | 2023-09-08 |
Family
ID=87864886
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202310379135.2A Pending CN116715288A (en) | 2023-04-11 | 2023-04-11 | Integrated intelligent sewage and water system management and control system, method, electronic equipment and medium |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN116715288A (en) |
-
2023
- 2023-04-11 CN CN202310379135.2A patent/CN116715288A/en active Pending
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN107741738A (en) | A kind of sewage disposal process monitoring intelligent early warning cloud system and sewage disposal monitoring and pre-alarming method | |
| CN114047719A (en) | Remote monitoring and evaluating system and operation method for rural domestic sewage treatment facility | |
| CN103034211B (en) | Wastewater treatment process monitoring system based on wireless network | |
| CN113970627B (en) | Water quality monitoring and early warning method and system | |
| CN103489053A (en) | Intelligent water resource control platform based on cloud computing and expert system | |
| CN103546536A (en) | Internet of things system of sewage treatment plant | |
| CN111815128A (en) | Scheduling operation method and device for deep sewage drainage tunnel and computer equipment | |
| CN107765657A (en) | A kind of water utilities intelligent control method and system based on Internet of Things | |
| CN111639885A (en) | Agricultural sewage management system and management method | |
| CN113112169A (en) | Sewage treatment plant's wisdom cloud service system | |
| CN110836683A (en) | River channel management method, river channel management device and terminal | |
| CN112437116A (en) | Sewage treatment wisdom operation system based on thing networking and cloud platform | |
| CN107703826A (en) | Sewage disposal process supervisory systems | |
| CN114061705A (en) | Intelligent water level monitoring, analyzing and early warning method and system | |
| CN106292596A (en) | A kind of sewage treatment plant intelligent management expert diagnostic system | |
| CN113465019A (en) | System and method for monitoring abnormal water loss of heat supply pipe network | |
| CN117072883A (en) | Urban drainage pipe network remote monitoring maintenance system based on Internet of things technology | |
| CN109840870A (en) | A kind of drainage system grid-based management pattern analysis method and the medium for storing it | |
| CN112445185A (en) | Sewage management system based on artificial intelligence | |
| CN215340800U (en) | Basin management system | |
| CN116523475B (en) | BIM-based water service engineering equipment management method and system | |
| CN212647305U (en) | On-line monitoring system for whole process of producing, treating and discharging sewage | |
| CN117834691A (en) | Intelligent pump station remote control system and control method | |
| CN116715288A (en) | Integrated intelligent sewage and water system management and control system, method, electronic equipment and medium | |
| CN207380516U (en) | A kind of sewage disposal remote centralized monitoring system |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination |