CN110231445A - A kind of method and device for water quality monitoring - Google Patents

A kind of method and device for water quality monitoring Download PDF

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Publication number
CN110231445A
CN110231445A CN201910483334.1A CN201910483334A CN110231445A CN 110231445 A CN110231445 A CN 110231445A CN 201910483334 A CN201910483334 A CN 201910483334A CN 110231445 A CN110231445 A CN 110231445A
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water
quality monitoring
data information
water quality
data
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CN201910483334.1A
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石建超
卢伟
张小小
高峰
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Shenzhen Huidacheng Intelligent Technology Co Ltd
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Shenzhen Huidacheng Intelligent Technology Co Ltd
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Priority to CN201910483334.1A priority Critical patent/CN110231445A/en
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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N33/00Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
    • G01N33/18Water
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N35/00Automatic analysis not limited to methods or materials provided for in any single one of groups G01N1/00 - G01N33/00; Handling materials therefor
    • G01N35/00584Control arrangements for automatic analysers
    • G01N35/00722Communications; Identification
    • G01N35/00871Communications between instruments or with remote terminals
    • YGENERAL 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
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02ATECHNOLOGIES FOR ADAPTATION TO CLIMATE CHANGE
    • Y02A20/00Water conservation; Efficient water supply; Efficient water use
    • Y02A20/20Controlling water pollution; Waste water treatment

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  • Chemical & Material Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Analytical Chemistry (AREA)
  • Biochemistry (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Immunology (AREA)
  • Pathology (AREA)
  • Engineering & Computer Science (AREA)
  • Food Science & Technology (AREA)
  • Medicinal Chemistry (AREA)
  • Testing Or Calibration Of Command Recording Devices (AREA)

Abstract

The invention discloses a kind of method and devices for water quality monitoring, by sending data to central server, the data information of at least one Water-quality Monitoring Points is aggregated into central server in real time and carries out data analysis storage, and data information is pushed, final display in real time is on the client, central server is capable of providing the data information of round-the-clock at least one Water-quality Monitoring Points of all the period of time, to solve the problems, such as to be difficult to real-time monitoring.Monitoring mould group is monitored generation video data to the Water-quality Monitoring Points for being more than preset threshold after receiving instruction, it is able to solve sewage and arranges the evidence obtaining difficulty problem disorderly arranged steathily, monitoring mould group, which is arranged, at least one Water-quality Monitoring Points can monitor water pollution issue, video data can also be saved, and early warning is opened, realize the effect paid close attention to and reminded in real time in real time.

Description

A kind of method and device for water quality monitoring
Technical field
The present invention relates to water quality monitoring field more particularly to a kind of method and devices for water quality monitoring.
Background technique
Water quality monitoring is type, the concentration and variation tendency of each pollutant of pollutant in monitoring and measurement water body, is commented The process of valence water quality condition.Monitoring range is very extensive, including is not contaminated and contaminated natural water (river, river, lake, sea And underground water) and various industrial water drainages etc..The main monitoring project of water quality monitoring can be divided into two major classes: one kind is reflection The overall target of water quality condition, such as temperature, coloration, turbidity, pH value, conductivity, suspended matter, dissolved oxygen, COD and life Change oxygen demand etc.;Another kind of is some noxious materials, such as phenol, cyanogen, arsenic, lead, chromium, cadmium, mercury and organic agricultural chemicals.Objectively to comment The situation of valence rivers and ocean water quality also needs the measurement for carrying out flow velocity and flow in addition to above-mentioned monitoring project sometimes.
The existing method for water quality monitoring is mainly based on artificial spot sampling, Laboratory Instruments analysis.Although logical The means for crossing Laboratory Instruments analysis are complete, but that there are Monitoring frequencies is low, sampling error is big, monitoring data point for Laboratory Monitoring It dissipates, cannot reflect the defects of water pollution situation of change in time, it is difficult to when meeting environmental management units at different levels and carrying out effective long Stable water management demand.From the point of view of the background of existing water quality supervision area, water quality supervision is still with traditional, in main river It flows lake intersection and water quality monitoring station is set, and manually sampling observation, based on grab sampling analysis.In this context, water quality monitoring Specific investment cost of standing is big, management cost is high, it is high to manpower requirements, can not accomplish round-the-clock, 24 hours all the period of time continual acquisition Water quality data is analyzed, therefore, water quality monitoring period length, large labor intensity, data collection capacity is small, transmission speed is slow, each monitoring Point data summarizes difficulty, and management unit is difficult to full quality in watershed data in-situ analysis and holds.
Summary of the invention
The present invention provides a kind of method and devices for water quality monitoring, to solve the deficiency of existing issue.
In a first aspect, the present invention provides a kind of method for water quality monitoring, the method for water quality monitoring is applied to Long-distance water quality monitoring system, long-distance water quality monitoring system include central server, user terminal and at least one Water-quality Monitoring Points, with And it is set to the automation water quality sensor and monitoring mould group of at least one Water-quality Monitoring Points, the method packet for water quality monitoring It includes:
Acquire the data information of at least one Water-quality Monitoring Points;
Receive the data information of at least one Water-quality Monitoring Points;
Whether the data information for judging at least one Water-quality Monitoring Points is more than preset threshold;
If the data information of at least one Water-quality Monitoring Points is less than preset threshold, preset threshold will be less than at least The data information of one Water-quality Monitoring Points, which summarize, generates data information report, and data information report is sent to central server Carry out data classification and storage;
If the data information of a Water-quality Monitoring Points at least one Water-quality Monitoring Points be more than preset threshold, in it is genuinely convinced Be engaged in device issue control open monitoring mould group instruction, monitoring mould group receive instruction after to be more than preset threshold Water-quality Monitoring Points It is monitored generation video data, video data is summarized and generates video data report, video data report is sent to center service Device carries out data classification and storage;And warning information is sent to user terminal by central server.
Selectively, after the data information for receiving at least one Water-quality Monitoring Points further include:
The data information of at least one Water-quality Monitoring Points is stored;
By the data information formation curve figure of at least one Water-quality Monitoring Points of storage.
Selectively, after judging whether the data information of at least one Water-quality Monitoring Points is more than preset threshold further include:
Inquire data.
Selectively, at least one Water-quality Monitoring Points includes water quality of river monitoring point, section Water-quality Monitoring Points, lake water quality Monitoring point and disposal of pollutants mouth Water-quality Monitoring Points.
Second aspect, the present invention provides a kind of device for water quality monitoring, the device for water quality monitoring is used for water The method that quality supervision is surveyed is applied to long-distance water quality monitoring system, and long-distance water quality monitoring system includes central server, user terminal and extremely Few Water-quality Monitoring Points, and it is set to the automation water quality sensor and monitoring mould group of at least one Water-quality Monitoring Points, it uses In the device of water quality monitoring include data information acquisition module, data information receiving module and judgment module:
Data information acquisition module, for acquiring the data information of at least one Water-quality Monitoring Points;
Data information receiving module, for receiving the data information of at least one Water-quality Monitoring Points;
Judgment module, for judging whether the data information of at least one Water-quality Monitoring Points is more than preset threshold.
It selectively, further include data memory module and image generation module for the device of water quality monitoring, in which:
Data memory module, for storing the data information of at least one Water-quality Monitoring Points;
Image generation module, the data information formation curve figure of at least one Water-quality Monitoring Points for storage.
It selectively, further include data inquiry module for the device of water quality monitoring, data inquiry module is used for client The data stored in central server are inquired.
Selectively, at least one Water-quality Monitoring Points includes water quality of river monitoring point, section Water-quality Monitoring Points, lake water quality Monitoring point and disposal of pollutants mouth Water-quality Monitoring Points.
The third aspect, the present invention also provides a kind of computer installation, including processor, processor is for executing memory The computer program of middle storage is to realize the method for water quality monitoring of first aspect.
Fourth aspect, the present invention also provides a kind of computer readable storage mediums, are stored thereon with computer program, deposit Storage media realizes the method for water quality monitoring of first aspect for the computer program of storage.
From the above technical scheme, the present invention provides a kind of method and devices for water quality monitoring, are used for water quality The method of monitoring is applied to long-distance water quality monitoring system, and long-distance water quality monitoring system includes central server, user terminal and at least One Water-quality Monitoring Points, and it is set to the automation water quality sensor and monitoring mould group of at least one Water-quality Monitoring Points.Pass through Central server is sent data to, the data information of at least one Water-quality Monitoring Points is aggregated into central server in real time and is carried out Data analysis storage, and data information is pushed, on the client, central server can mention for final display in real time For the data information of round-the-clock at least one Water-quality Monitoring Points of all the period of time, to solve the problems, such as to be difficult to real-time monitoring.Monitoring Mould group is monitored generation video data to the Water-quality Monitoring Points for being more than preset threshold after receiving instruction, is able to solve sewage and steals The evidence obtaining difficulty problem disorderly arranged is arranged, monitoring mould group, which is arranged, at least one Water-quality Monitoring Points can monitor water pollution issue, also Video data can be saved, and open early warning, realize the effect paid close attention to and reminded in real time in real time.
Detailed description of the invention
In order to illustrate more clearly of technical solution of the present invention, letter will be made to attached drawing needed in the embodiment below Singly introduce, it should be apparent that, for those of ordinary skills, without any creative labor, It is also possible to obtain other drawings based on these drawings.
Fig. 1 is a kind of flow chart of the method for water quality monitoring provided by the invention;
Fig. 2 is a kind of structural block diagram of the device for water quality monitoring provided by the invention.
Specific embodiment
Below with reference to the attached drawing in the present invention, technical scheme in the embodiment of the invention is clearly and completely described, Obviously, described embodiment is only a part of the embodiments of the present invention, instead of all the embodiments.Based in the present invention Embodiment, every other embodiment obtained by those of ordinary skill in the art without making creative efforts, It shall fall within the protection scope of the present invention.
In the following description, numerous specific details are set forth in order to facilitate a full understanding of the present invention, but the present invention can be with It is different from the other modes that describe again using other to implement, those skilled in the art can be without prejudice to intension of the present invention In the case of do similar popularization, therefore the present invention is not limited by the specific embodiments disclosed below.
It is a kind of flow chart of the method for water quality monitoring provided by the invention referring to Fig. 1.The present invention provides one kind For the method for water quality monitoring, the method for water quality monitoring is applied to long-distance water quality monitoring system, long-distance water quality monitoring system Including central server, user terminal and at least one Water-quality Monitoring Points, and it is set to the automatic of at least one Water-quality Monitoring Points Change water quality sensor and monitoring mould group, the method for water quality monitoring includes:
S101 acquires the data information of at least one Water-quality Monitoring Points;
Selectively, at least one Water-quality Monitoring Points includes water quality of river monitoring point, section Water-quality Monitoring Points, lake water quality Monitoring point and disposal of pollutants mouth Water-quality Monitoring Points.
Above-mentioned water quality of river monitoring point, is deployed in river alongshore, the characteristics of according to the flow of river water area, flow velocity, passes through To some for change setting of the automation water quality sensor parameters for being set to water quality of river monitoring point, it is ensured that be collected into accurate Data.
Above-mentioned end face Water-quality Monitoring Points are deployed in waters and the waters with section watershed feature such as cross, for section water The complexity and diversity in domain dispose the automation water quality sensor specific aim for being set to end face Water-quality Monitoring Points, it is ensured that receive Collect accurate data.
Above-mentioned monitoring lake water quality point is deployed in the waters that lake etc. has Static Water feature, for the spy in static waters Sign is arranged the specific aim for the automation water quality sensor for being set to monitoring lake water quality point, it is ensured that be collected into accurate water quality Data.
Above-mentioned disposal of pollutants mouth Water-quality Monitoring Points, are deployed near discharge outlet, carry out to the water quality of discharge excellent for what is changed Change and configure, it is ensured that monitors the variation of every pollution sources in real time.
Above-mentioned monitoring mould group, for providing a user the monitoring of website water proximate environment, using the data of video code flow Format is monitored website environment.
S102 receives the data information of at least one Water-quality Monitoring Points.
Android control panel receives the data information of at least one above-mentioned Water-quality Monitoring Points.
S103 judges whether the data information of at least one Water-quality Monitoring Points is more than preset threshold.
S104 will be less than preset threshold if the data information of at least one Water-quality Monitoring Points is less than preset threshold The data information of at least one Water-quality Monitoring Points summarize and to generate data information report, and data information report is sent to center Server carries out data classification and storage.
S105, if the data information of a Water-quality Monitoring Points at least one Water-quality Monitoring Points is more than preset threshold, Central server issue control open monitoring mould group instruction, monitoring mould group receive instruction after to be more than preset threshold water quality Monitoring point is monitored generation video data, video data is summarized and generates video data report, and video data report is sent to Central server carries out data classification and storage;And warning information is sent to user terminal by central server.
If the data information of a Water-quality Monitoring Points at least one Water-quality Monitoring Points is more than preset threshold, enabling is matched Set monitoring mould group monitors environment, and above-mentioned monitoring mould group can be camera, and the data monitored are then uploaded to central server, And alert event is triggered, and the execution to website control command.
Above-mentioned central server is the data switching center of whole system, and data processing storage center, reception summarizes each The initial data of monitoring point carries out classification processing, while providing real-time data distribution for the terminal control platform of pc/ Android, And each user management and alert event push, client control command time push.
Above-mentioned central server can be with the push of real time data, and it is accurate that the data that each Site Summary is come carry out client Push in real time makes user have a punctual accurately control to the water quality situation of each website.
Selectively, after the data information for receiving at least one Water-quality Monitoring Points further include:
S201 stores the data information of at least one Water-quality Monitoring Points;
S202, by the data information formation curve figure of at least one Water-quality Monitoring Points of storage.
Selectively, after judging whether the data information of at least one Water-quality Monitoring Points is more than preset threshold further include:
S301 inquires data.
Above-mentioned central server can record the operation history of user, and judge user to the rights management of all users Whether the permission for sending instruction can pass through, and the additions and deletions of user, which are looked into, to be changed, and looking into for password changes, administrator's operation etc..
Above-mentioned client can be processed to the data come are pushed in real time to central server, generate dynamic table Lattice, and position Accurate Calibration is carried out with map.
Alert event in client receives response mechanism: corresponding is the alarm push-mechanism in central server, is led to Know the water quality data exceptionization of user monitoring point.And it is accurately positioned incident pollution sources on the electronic map.
From the above technical scheme, the present invention provides a kind of methods for water quality monitoring, for water quality monitoring Method is applied to long-distance water quality monitoring system, and long-distance water quality monitoring system includes central server, user terminal and at least one water Quality supervision measuring point, and it is set to the automation water quality sensor and monitoring mould group of at least one Water-quality Monitoring Points.By by data It is transmitted to central server, the data information of at least one Water-quality Monitoring Points is aggregated into central server in real time and carries out data point Analysis storage, and data information is pushed, on the client, central server is capable of providing whole day for final display in real time The data information for waiting at least one Water-quality Monitoring Points of all the period of time, to solve the problems, such as to be difficult to real-time monitoring.Monitoring mould group connects Generation video data is monitored to the Water-quality Monitoring Points for being more than preset threshold after receiving instruction, sewage is able to solve and steals row disorderly row Evidence obtaining difficulty problem, at least one Water-quality Monitoring Points be arranged monitoring mould group can monitor water pollution issue, additionally it is possible to will Video data is saved, and opens early warning, realizes the effect paid close attention to and reminded in real time in real time.
Second aspect, referring to fig. 2, for the present invention provides a kind of structural block diagram of device for water quality monitoring, this hairs Bright to provide a kind of device for water quality monitoring, the device for water quality monitoring is applied to long-range for the method for water quality monitoring Water quality monitoring system, long-distance water quality monitoring system include central server, user terminal and at least one Water-quality Monitoring Points, Yi Jishe It is placed in the automation water quality sensor and monitoring mould group of at least one Water-quality Monitoring Points, the device for water quality monitoring includes data Information acquisition module, data information receiving module and judgment module:
Data information acquisition module, for acquiring the data information of at least one Water-quality Monitoring Points;
Data information receiving module, for receiving the data information of at least one Water-quality Monitoring Points;
Judgment module, for judging whether the data information of at least one Water-quality Monitoring Points is more than preset threshold.
It selectively, further include data memory module and image generation module for the device of water quality monitoring, in which:
Data memory module, for storing the data information of at least one Water-quality Monitoring Points;
Data memory module, to the classification storage of each station data, disaster recovery backup, write-in, updates operation at modification.
Image generation module, the data information formation curve figure of at least one Water-quality Monitoring Points for storage.
It selectively, further include data inquiry module for the device of water quality monitoring, data inquiry module is used for client The data stored in central server are inquired.
Selectively, at least one Water-quality Monitoring Points includes water quality of river monitoring point, section Water-quality Monitoring Points, lake water quality Monitoring point and disposal of pollutants mouth Water-quality Monitoring Points.
The third aspect, the present invention also provides a kind of computer installation, including processor, processor is for executing memory The computer program of middle storage is to realize the method for water quality monitoring of first aspect.
Fourth aspect, the present invention also provides a kind of computer readable storage mediums, are stored thereon with computer program, deposit Storage media realizes the method for water quality monitoring of first aspect for the computer program of storage.
From the above technical scheme, the present invention provides a kind of method and devices for water quality monitoring, are used for water quality The method of monitoring is applied to long-distance water quality monitoring system, and long-distance water quality monitoring system includes central server, user terminal and at least One Water-quality Monitoring Points, and it is set to the automation water quality sensor and monitoring mould group of at least one Water-quality Monitoring Points.Pass through Central server is sent data to, the data information of at least one Water-quality Monitoring Points is aggregated into central server in real time and is carried out Data analysis storage, and data information is pushed, on the client, central server can mention for final display in real time For the data information of round-the-clock at least one Water-quality Monitoring Points of all the period of time, to solve the problems, such as to be difficult to real-time monitoring.Monitoring Mould group is monitored generation video data to the Water-quality Monitoring Points for being more than preset threshold after receiving instruction, is able to solve sewage and steals The evidence obtaining difficulty problem disorderly arranged is arranged, monitoring mould group, which is arranged, at least one Water-quality Monitoring Points can monitor water pollution issue, also Video data can be saved, and open early warning, realize the effect paid close attention to and reminded in real time in real time.
The above is only a specific embodiment of the invention, it is noted that those skilled in the art are come It says, various improvements and modifications may be made without departing from the principle of the present invention, these improvements and modifications also should be regarded as Protection scope of the present invention.

Claims (10)

1. a kind of method for water quality monitoring, which is characterized in that the method for water quality monitoring is applied to long-range water quality Monitoring system, the long-distance water quality monitoring system include central server, user terminal and at least one Water-quality Monitoring Points, Yi Jishe It is placed in the automation water quality sensor and monitoring mould group of at least one Water-quality Monitoring Points, the method for water quality monitoring Include:
Acquire the data information of at least one Water-quality Monitoring Points;
Receive the data information of at least one Water-quality Monitoring Points;
Whether the data information for judging at least one Water-quality Monitoring Points is more than preset threshold;
If the data information of at least one Water-quality Monitoring Points is less than the preset threshold, preset threshold will be less than The data information of at least one Water-quality Monitoring Points, which summarize, generates data information report, and the data information report is sent Data classification and storage are carried out to the central server;
If the data information of a Water-quality Monitoring Points at least one described Water-quality Monitoring Points is more than the preset threshold, institute State central server issue control open it is described monitoring mould group instruction, the monitoring mould group receive instruction after to be more than described in The Water-quality Monitoring Points of preset threshold are monitored generation video data, and the video data is summarized and generates video data report, will The video data report is sent to the central server and carries out data classification and storage;And the central server is by early warning Information is sent to the user terminal.
2. being used for the method for water quality monitoring as described in claim 1, which is characterized in that at least one water quality described in the reception After the data information of monitoring point further include:
The data information of at least one Water-quality Monitoring Points is stored;
By the data information formation curve figure of at least one Water-quality Monitoring Points described in storage.
3. being used for the method for water quality monitoring as described in claim 1, which is characterized in that at least one water quality described in the judgement After whether the data information of monitoring point is more than preset threshold further include:
Inquire data.
4. being used for the method for water quality monitoring as described in claim 1, which is characterized in that at least one described Water-quality Monitoring Points packet Include water quality of river monitoring point, section Water-quality Monitoring Points, monitoring lake water quality point and disposal of pollutants mouth Water-quality Monitoring Points.
5. a kind of device for water quality monitoring, which is characterized in that the device for water quality monitoring is for water quality monitoring Method is applied to long-distance water quality monitoring system, and the long-distance water quality monitoring system includes central server, user terminal and at least one A Water-quality Monitoring Points, and it is set to the automation water quality sensor and monitoring mould group of at least one Water-quality Monitoring Points, institute Stating for the device of water quality monitoring includes data information acquisition module, data information receiving module and judgment module:
The data information acquisition module, for acquiring the data information of at least one Water-quality Monitoring Points;
The data information receiving module, for receiving the data information of at least one Water-quality Monitoring Points;
The judgment module, for judging whether the data information of at least one Water-quality Monitoring Points is more than preset threshold.
6. being used for the device of water quality monitoring as claimed in claim 5, which is characterized in that the device for water quality monitoring is also Including data memory module and image generation module, in which:
The data memory module, for storing the data information of at least one Water-quality Monitoring Points;
Described image generation module, the data information formation curve figure at least one Water-quality Monitoring Points described in storage.
7. being used for the device of water quality monitoring as claimed in claim 5, which is characterized in that the device for water quality monitoring is also Including data inquiry module, the data inquiry module looks into the data stored in the central server for client It askes.
8. being used for the device of water quality monitoring as claimed in claim 5, which is characterized in that at least one described water quality monitoring Point includes water quality of river monitoring point, section Water-quality Monitoring Points, monitoring lake water quality point and disposal of pollutants mouth Water-quality Monitoring Points.
9. a kind of computer installation, which is characterized in that including processor, the processor is based on executing and storing in memory Calculation machine program is to realize the method for water quality monitoring such as claim 1-4 any one.
10. a kind of computer readable storage medium, is stored thereon with computer program, which is characterized in that the storage medium is used In the computer program of storage to realize the method for water quality monitoring as described in claim 1-4 any one.
CN201910483334.1A 2019-06-04 2019-06-04 A kind of method and device for water quality monitoring Pending CN110231445A (en)

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CN110850051A (en) * 2019-11-29 2020-02-28 广西华投检测技术有限公司 Water quality environment monitoring method
CN111650336A (en) * 2020-06-09 2020-09-11 新石器慧通(北京)科技有限公司 Atmospheric pollution detection method, device and system for unmanned vehicle
CN112068224A (en) * 2020-08-19 2020-12-11 上海品境节能环保科技有限公司 Rain sewage mixed drainage real-time remote monitoring system
CN112684133A (en) * 2020-12-18 2021-04-20 南京大博环境监测科技有限公司 Water quality monitoring and early warning method and system based on big data platform and storage medium
CN113552307A (en) * 2021-08-02 2021-10-26 杨晓波 Water bloom monitoring device and method based on online monitoring

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CN109067879A (en) * 2018-08-08 2018-12-21 四川理工学院 A kind of Internet of Things multi-parameter water quality on-line monitoring system
CN109756531A (en) * 2017-11-02 2019-05-14 中兴通讯股份有限公司 A kind of water quality monitoring method, equipment, system and storage medium

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CN106771019A (en) * 2015-11-25 2017-05-31 深圳市科瑞德消毒用品科技开发有限公司 A kind of swimming pool water monitoring device and its monitoring method
CN109756531A (en) * 2017-11-02 2019-05-14 中兴通讯股份有限公司 A kind of water quality monitoring method, equipment, system and storage medium
CN108761012A (en) * 2018-05-23 2018-11-06 文丹 A kind of long-range water quality environment monitoring system based on Internet of Things
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* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110850051A (en) * 2019-11-29 2020-02-28 广西华投检测技术有限公司 Water quality environment monitoring method
CN111650336A (en) * 2020-06-09 2020-09-11 新石器慧通(北京)科技有限公司 Atmospheric pollution detection method, device and system for unmanned vehicle
CN112068224A (en) * 2020-08-19 2020-12-11 上海品境节能环保科技有限公司 Rain sewage mixed drainage real-time remote monitoring system
CN112684133A (en) * 2020-12-18 2021-04-20 南京大博环境监测科技有限公司 Water quality monitoring and early warning method and system based on big data platform and storage medium
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CN113552307A (en) * 2021-08-02 2021-10-26 杨晓波 Water bloom monitoring device and method based on online monitoring

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