CN109410088A - A kind of sewage water treatment method using technology of Internet of things - Google Patents

A kind of sewage water treatment method using technology of Internet of things Download PDF

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CN109410088A
CN109410088A CN201811396622.5A CN201811396622A CN109410088A CN 109410088 A CN109410088 A CN 109410088A CN 201811396622 A CN201811396622 A CN 201811396622A CN 109410088 A CN109410088 A CN 109410088A
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sewage
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water quality
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秦海辰
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Hillhouse Environmental Technology Co Ltd
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Abstract

The present invention relates to a kind of sewage water treatment methods using technology of Internet of things, for the sewage disposal system being made of several sewage treatment works sections being connected to by sewage conduct, building includes sewage disposal system, comprehensively control electric-control system, server, the Internet of things system of mobile terminal, pass through water level sensor, the real-time monitoring of working condition monitor and water quality data monitor to sewage disposal system, server is analyzed and processed monitoring data and forms the report of sewage treatment information, and staff is presented to by mobile terminal, the program parameter of comprehensively control electric-control system is directly changed by mobile terminal by staff, realize the long-range control to sewage disposal system program parameter;The present invention thoroughly solves the problems, such as that employment of the enterprise in terms of sewage treatment is difficult, employment is at high cost, has very high practical application value by combination with Internet of Things technology, realizing comprehensive monitoring and working procedure debugging to sewage disposal process.

Description

A kind of sewage water treatment method using technology of Internet of things
Technical field
The present invention relates to technical field of sewage, more particularly to a kind of sewage treatment side using technology of Internet of things Method.
Background technique
With the continuous development of human society, the sewage that industrial or agricultural generates is increasing, if sewage is not by special Processing, it will the harm and adverse effect for being difficult to repair are generated to natural environment for the survival of mankind, as the mankind are to environment Pay more attention to, the sewage of overwhelming majority manufacturing enterprises discharge at present, waste water requires to arrange by special biochemical treatment It runs out.
Conventional sewage disposal system at present, mostly include following several basic sewage treatment steps: catching rubbish is different Object, sewage standing make sediment deposition, biochemical treatment, oxygenolysis or the programs such as pharmacy disinfection are added, for different sewage Type, complexity and the requirement of processing will change;For example, trade effluent may need to handle heavy metal substance or certain The residual of a little noxious materials, domestic waste water then need more organic matter resolution process etc., these can all influence to discharge to the end Water quality situation into environment, previous sewage disposal system are the work of timing sampling observation associated processing equipment or processing pond mostly Make state, or the water quality of timing detection Sewage outlet ensures compliance with relevant emission standards, still, such detection mode It is often not prompt enough, once associated processing equipment or water quality are abnormal, it is possible to and cause the sewage quality of discharge not reach Mark, to cause the bad pollution to environment.
In general, enterprise existing sewage disposal system management in, in order to guarantee sewage disposal system links protect Hold normal working condition, often arrange 2-3 people to each sewage treatment link carry out 24 hours it is continual monitoring and It regularly maintains, such arrangement, one side enterprise greatly increases employed personnel's cost, on the other hand, due to hilllock Position emolument does not meet expected and needs many factors such as night working, and post personnel resignation is more frequent, and enterprise is also required to Again it spends longer time and energy to carry out recruitment, skills training, virtually increases for the human resource management of enterprise Very big burden.
In view of this, how to design a kind of sewage water treatment method, asking for enterprise " employment hardly possible, employment time being short " can solve Topic, so that in the sewage disposal process to enterprise, it can be complete to enterprise's sewage treatment in guarantee in conjunction with present science and technology Under the premise of directional surveillance, failure find in time, control with adjustment, greatly reduce the utilization rate of employed personnel, to thoroughly change The status of a pain spot of the fouling water process between government, enterprise and environment, is that technical field of sewage is urgently to be resolved Technical problem.Therefore, the present inventor devises a kind of sewage water treatment method using technology of Internet of things, for existing skill Technical problem on sewage treatment monitoring management existing for art is studied, and this method can be widely applied to related sewage treatment work In industry.
Summary of the invention
For the above problem that existing enterprise occurs in sewage treatment management, it is an object of the invention to provide one kind Using the sewage water treatment method of technology of Internet of things, either on duty still left the post by combination with Internet of Things technology, may be implemented In the case of, staff whole sewage disposal system can be carried out working condition, the real-time monitoring of water quality situation with Debugging, to thoroughly solve the problems, such as enterprise in the employment difficulty of the link.
Above-mentioned purpose according to the present invention proposes a kind of sewage water treatment method using technology of Internet of things, including by passing through Sewage disposal system, comprehensively control electric-control system, the data of several sewage treatment works sections composition of sewage conduct connection are received Storage, server and mobile terminal, and be connected through network network and constitute a sewage treatment internet of things, feature exists In the sewage water treatment method includes the following steps:
Step 1: water level sensor is respectively provided in each sewage treatment works section, for detecting each sewage treatment works section In sewage chamber height of water level value H;
Step 2: working condition monitor is respectively provided in each sewage treatment works section, for detecting each sewage treatment work Make the working status parameter of the sewage disposal device in section;
Step 3: water quality data monitor being set in several specific sewage treatment works sections, for dirt therein Water quality in water chamber carries out data collection and analysis, to obtain the water monitoring data under a variety of monitoring indexes;
Step 4: data collector is electrical with the water level sensor, working condition monitor, water quality data monitor respectively Connection receives and stores above-mentioned height of water level data, operating state data and water monitoring data, and via on network path Reach server;
Step 5: server carries out data process&analysis, forms the dirt of a sewage disposal system with timestamp feature Water process information is reported and is stored in the memory of server;
Step 6: staff passes through administrator's login page in mobile terminal installation Intelligent sewage processing control software Server is accessed, after logining successfully, server is by the sewage treatment information report feedback of sewage disposal system in mobile terminal On display screen;
Step 7: being reported according to the sewage treatment information, staff can send work order to comprehensive by mobile terminal Control electric-control system is closed, is remotely adjusted with the wastewater treatment process parameter to sewage disposal system, realizes sewage treatment system Height of water level, equipment working state and the water quality of system are in range of normal value.
Preferably, in the step 5, the memory is previously stored with the first water level critical value of each sewage chamber H1 and the second water level critical value H2, history water monitoring data library, water monitoring data degree of correlation reference value and for sentencing Determine sewage disposal device whether the decision procedure of operation irregularity, wherein the first water level critical value H1 refer to ordinary water level highest Value, the second water level critical value H2 refer to ordinary water level minimum;
And the step 5 has and includes the following steps:
Step 5.1: server compares the height of water level data H value and water level critical value H1, H2, work as H > When H1, show that wastewater level is excessively high in corresponding sewage chamber, needs to accelerate at this time the speed that sewage is flowed out from the sewage chamber;When When H < H2, show that wastewater level is too low in corresponding sewage chamber, needs to accelerate at this time the speed that sewage flows into the sewage chamber; According to comparing result, the water level monitoring report of sewage disposal system is formed;
Step 5.2: server is sentenced in the decision procedure in the working status parameter boot memory of sewage disposal device Fixed corresponding sewage disposal device whether operation irregularity, according to determining as a result, forming the sewage disposal device of sewage disposal system Working condition report;
Step 5.3: server calculates the real-time water quality data in sewage chamber and pair in history water monitoring data library The relevance degree of parameter is answered, and is compared with water monitoring data degree of correlation reference value, according to comparing result, is formed at sewage The water quality monitoring of several sewage treatment works sections of the characteristics of reason system is reported;
Step 5.4: server reports the water level monitoring of each sewage treatment works section and sewage disposal device work shape State report and the water quality monitoring of several sewage treatment works sections report are integrated into the sewage disposal system of current time stamp The report of sewage treatment information, and be stored in the memory of server, so that staff learns the real-time of sewage disposal system Working condition.
Preferably, in step 7, it is reported according to the water level monitoring of each sewage treatment works section, staff can be The aperture of the water inlet proportioning valve and water outlet proportion valve of each sewage treatment works section is arranged in mobile terminal, and the comprehensively control is automatically controlled It is automatic to change the water inlet proportioning valve that sewage treatment works section is corresponded in program and water outlet ratio after system receives this work order The aperture of example valve, to realize that the water level in sewage chamber is at a normal level.
Preferably, the working status parameter of the sewage disposal device include equipment continuous operation time, operating temperature value, Motor speed value etc. is set with the normal value range of corresponding running parameter in the decision procedure in the memory, in step 7 In, it is reported according to the sewage disposal device working condition of each sewage treatment works section, staff can set in mobile terminal Long-range shutdown operation is set, carries out maintenance debugging for specific fault point to arrange maintenance personal to rush towards scene.
Preferably, in step 5.3, the water quality data of the water quality data monitor monitoring includes sewage PH value, temperature The big monitoring index of value, electrical conductivity, dissolved oxygen amount and ammonia nitrogen concentration etc. five, the history water monitoring data are stored with n item in library Normal water quality monitoring historical data, each history water quality data includes described five big monitoring index values;
Water quality monitoring for any monitoring index, in the currently monitored water quality data and history water monitoring data library The relatedness computation formula of historical data are as follows:
Wherein, parameter c1、c2、c3It is related coefficient,For being averaged for current water quality data and n history water quality data The difference of value, s are the standard deviation of current water quality data and n history water quality data, t0.95Indicate that confidence level is 95% heavily fortified point Definite value;
When the corresponding relevance degree of all monitoring indexes is respectively less than corresponding degree of correlation reference value, then show corresponding dirt Sewage quality in water treating module is qualified, and server is automatically using this water monitoring data and corresponding timestamp as new One record, be stored in history water monitoring data library;
In step 7, it is reported according to the water quality monitoring of several sewage treatment works sections, staff can be mobile whole The wastewater treatment process parameter of corresponding sewage treatment works section is arranged in end, and the comprehensively control electric-control system receives this work It is automatic to change the wastewater treatment process parameter that sewage treatment works section is corresponded in program after instruction, to adjust corresponding sewage treatment Water monitoring data in active section, is at normal level.
Preferably, the wastewater treatment process parameter can be sewage mixing time, sedimentation time or sewage reactant The running parameters such as quantity.
The beneficial effects of the present invention are:
(1) by combination with Internet of Things technology, traditional needs being monitored sewage disposal system work on fixed console Make state, is changed into and only needs a mobile terminal, can be realized to the comprehensive monitoring of sewage disposal process and working procedure Debugging has very high reality to thoroughly solve the problems, such as that employment of the enterprise in terms of sewage treatment is difficult, employment is at high cost Border application value;
(2) by storing history water monitoring data library and preset relevance degree calculation formula in the server, from And instant computing and the analysis of water quality condition are realized, enough water quality data records are contained in history water monitoring data library On the basis of, provide the analysis of instant water monitoring data and science for enterprise, solve existing needs cost it is longer when Between analysis, chemical examination water sample, to farthest reduce when water quality occurs abnormal to environment bring adverse effect.
Detailed description of the invention
Fig. 1 is the flow diagram of sewage water treatment method of the invention;
Fig. 2 is server data processing flow schematic diagram of the invention.
Specific embodiment
It is described below for disclosing the present invention so that those skilled in the art can be realized the present invention.Reality in being described below It applies example to be only used as illustrating, it may occur to persons skilled in the art that other obvious modifications.The sheet defined in the following description The basic principle of invention can be applied to other embodiments, deformation scheme, improvement project, equivalent program and without departing from this The other technologies scheme of the spirit and scope of invention.
Referring to attached drawing 1, the present invention provides a kind of sewage water treatment methods using technology of Internet of things, including by passing through sewage Pipeline connection several sewage treatment works sections constitute sewage disposal system, comprehensively control electric-control system, data collector, Server and mobile terminal, and be connected through network network and constitute a sewage treatment internet of things, preferably implementing In mode, several above-mentioned sewage treatment works sections can be rotational flow grit chamber, CAST technique biochemistry pool, final sedimentation tank or disappear The sewage treatments such as malicious pond module, above-mentioned comprehensively control electric-control system can be the PLC controller by process control, above-mentioned mobile whole End can be the digital products such as work smart phone, the tablet computer of enterprise;
The above-mentioned sewage water treatment method based on technology of Internet of things includes the following steps:
Step 1: water level sensor is respectively provided in each sewage treatment works section, for detecting each sewage treatment works section In sewage chamber height of water level value H;
Step 2: working condition monitor is respectively provided in each sewage treatment works section, for detecting each sewage treatment work Make the working status parameter of the sewage disposal device in section;
Step 3: water quality data monitor being set in several specific sewage treatment works sections, for dirt therein Water quality in water chamber carries out data collection and analysis, to obtain the water monitoring data under a variety of monitoring indexes;
Step 4: data collector is electrical with the water level sensor, working condition monitor, water quality data monitor respectively Connection receives and stores above-mentioned height of water level data, operating state data and water monitoring data, and via on network path Reach server;
Step 5: server carries out data process&analysis, forms the dirt of a sewage disposal system with timestamp feature Water process information is reported and is stored in the memory of server;
Step 6: staff passes through administrator's login page in mobile terminal installation Intelligent sewage processing control software Server is accessed, after logining successfully, server is by the sewage treatment information report feedback of sewage disposal system in mobile terminal On display screen;
Step 7: being reported according to the sewage treatment information, staff can send work order to comprehensive by mobile terminal Control electric-control system is closed, is remotely adjusted with the wastewater treatment process parameter to sewage disposal system, realizes sewage treatment system Height of water level, equipment working state and the water quality of system are in range of normal value.
It should be pointed out that not needing in actual sewage disposal process for each sewage treatment works section It is respectively provided with water quality data monitor, such as stirring pool, three before, during and after often only needing for whole sewage disposal system to be divided into Active section, and one water quality data monitor is set in the most end sewage chamber of each active section, for example, can mix well respectively Water quality data monitor is arranged in pond, oxidation pond and final discharge pond, and the water of whole sewage disposal system is monitored with this Matter situation.
In a preferred embodiment, in above-mentioned steps 5, memory is previously stored with the first water level of each sewage chamber Critical value H1 and the second water level critical value H2, history water monitoring data library, water monitoring data degree of correlation reference value and For determine sewage disposal device whether the decision procedure of operation irregularity, wherein the first water level critical value H1 refer to ordinary water level most High level, the second water level critical value H2 refer to ordinary water level minimum;
Referring to attached drawing 2, step 5, which has, to be included the following steps:
Step 5.1: server compares height of water level data H value with water level critical value H1, H2, as H > H1, table Wastewater level is excessively high in bright corresponding sewage chamber, needs to accelerate the speed that sewage is flowed out from the sewage chamber at this time;As H < H2, Show that wastewater level is too low in corresponding sewage chamber, needs to accelerate at this time the speed that sewage flows into the sewage chamber;According to right Than as a result, forming the water level monitoring report of sewage disposal system;
Step 5.2: server is sentenced in the decision procedure in the working status parameter boot memory of sewage disposal device Fixed corresponding sewage disposal device whether operation irregularity, according to determining as a result, forming the sewage disposal device of sewage disposal system Working condition report;
Step 5.3: server calculates the real-time water quality data in sewage chamber and pair in history water monitoring data library The relevance degree of parameter is answered, and is compared with water monitoring data degree of correlation reference value, according to comparing result, is formed at sewage The water quality monitoring of several sewage treatment works sections of the characteristics of reason system is reported;
Step 5.4: server reports the water level monitoring of each sewage treatment works section and sewage disposal device work shape State report and the water quality monitoring of several sewage treatment works sections report are integrated into the sewage disposal system of current time stamp The report of sewage treatment information, and be stored in the memory of server, so that staff learns the real-time of sewage disposal system Working condition.
In a preferred embodiment, it in above-mentioned steps 7, is reported according to the water level monitoring of each sewage treatment works section, Staff can mobile terminal be arranged each sewage treatment works section water inlet proportioning valve and water outlet proportion valve aperture, it is comprehensive It is automatic to change the water inlet ratio that sewage treatment works section is corresponded in program after conjunction control electric-control system receives this work order The aperture of valve and water outlet proportion valve, to realize that the water level in sewage chamber is at a normal level.
In a preferred embodiment, the working status parameter of sewage disposal device includes equipment continuous operation time, work Make temperature value, motor speed value etc., the normal value range of corresponding running parameter is set in the decision procedure in memory, It in step 7, is reported according to the sewage disposal device working condition of each sewage treatment works section, staff can be mobile whole Long-range shutdown operation is arranged in end, carries out maintenance debugging for specific fault point to arrange maintenance personal to rush towards scene.
In a preferred embodiment, in above-mentioned steps 5.3, the water quality data of water quality data monitor monitoring includes sewage The big monitoring index of pH value, temperature value, electrical conductivity, dissolved oxygen amount and ammonia nitrogen concentration etc. five, history water monitoring data store in library There is the normal water quality monitoring historical data of n item, each history water quality data includes five big monitoring index values;
Water quality monitoring history for any monitoring index, in the currently monitored water quality data and history water monitoring data library The relatedness computation formula of data are as follows:
Wherein, parameter c1、c2、c3It is related coefficient,For being averaged for current water quality data and n history water quality data The difference of value, s are the standard deviation of current water quality data and n history water quality data, t0.95Indicate that confidence level is 95% heavily fortified point Definite value;
When the corresponding relevance degree of all monitoring indexes is respectively less than corresponding degree of correlation reference value, then show corresponding dirt Sewage quality in water treating module is qualified, and server is automatically using this water monitoring data and corresponding timestamp as new One record, be stored in history water monitoring data library;
In step 7, it is reported according to the water quality monitoring of several sewage treatment works sections, staff can be mobile whole The wastewater treatment process parameter of corresponding sewage treatment works section is arranged in end, and comprehensively control electric-control system receives this work order Afterwards, the wastewater treatment process parameter of sewage treatment works section is corresponded in change program, automatically to adjust corresponding sewage treatment works Water monitoring data in section, is at normal level.
In a preferred embodiment, wastewater treatment process parameter can be sewage mixing time, sedimentation time or dirt The running parameters such as water reaction agent quantity.
It should be understood by those skilled in the art that the embodiment of the present invention in foregoing description and attached drawing be only used as citing without The limitation present invention.The purpose of the present invention has been fully and effectively achieved.Function and structural principle of the invention is in embodiment Middle displaying and explanation, under without departing from principle, implementation method of the invention can have any form or modification.

Claims (6)

1. a kind of sewage water treatment method using technology of Internet of things, including several sewage treatments by being connected to by sewage conduct Sewage disposal system, comprehensively control electric-control system, data collector, server and the mobile terminal that active section is constituted, and thoroughly It crosses network network to be connected and constitute a sewage treatment internet of things, which is characterized in that the sewage water treatment method includes as follows Step:
Step 1: water level sensor is respectively provided in each sewage treatment works section, for detecting in each sewage treatment works section The height of water level value H of sewage chamber;
Step 2: working condition monitor is respectively provided in each sewage treatment works section, for detecting each sewage treatment works section In sewage disposal device working status parameter;
Step 3: water quality data monitor being set in several specific sewage treatment works sections, for soil chamber therein Water quality in room carries out data collection and analysis, to obtain the water monitoring data under a variety of monitoring indexes;
Step 4: data collector respectively with the water level sensor, working condition monitor, water quality data monitor electrical property connection, Above-mentioned height of water level data, operating state data and water monitoring data are received and stored, and is uploaded to via network path Server;
Step 5: server carries out data process&analysis, is formed at the sewage of a sewage disposal system with timestamp feature Reason information is reported and is stored in the memory of server;
Step 6: staff is accessed in mobile terminal installation Intelligent sewage processing control software by administrator's login page Server, after logining successfully, server is by the sewage treatment information report feedback of sewage disposal system in the display of mobile terminal On screen;
Step 7: being reported according to the sewage treatment information, staff can send work order by mobile terminal and control to comprehensive Electric-control system processed is remotely adjusted with the wastewater treatment process parameter to sewage disposal system, realizes sewage disposal system Height of water level, equipment working state and water quality are in range of normal value.
2. a kind of sewage water treatment method using technology of Internet of things as described in claim 1, wherein in the step 5, institute State the first water level critical value H1 and the second water level critical value H2, history water quality that memory is previously stored with each sewage chamber Monitor database, water monitoring data degree of correlation reference value and for determine sewage disposal device whether the judgement of operation irregularity Program, wherein the first water level critical value H1 refers to ordinary water level peak, the second water level critical value H2 refers to normal Water level minimum;
And the step 5 has and includes the following steps:
Step 5.1: server compares the height of water level data H value and water level critical value H1, H2, works as H > H1 When, show that wastewater level is excessively high in corresponding sewage chamber, needs to accelerate at this time the speed that sewage is flowed out from the sewage chamber;When H < When H2, show that wastewater level is too low in corresponding sewage chamber, needs to accelerate at this time the speed that sewage flows into the sewage chamber;Root According to comparing result, the water level monitoring report of sewage disposal system is formed;
Step 5.2: server will be in the decision procedure in the working status parameter boot memory of sewage disposal device, judgement pair The sewage disposal device answered whether operation irregularity, according to determine as a result, formed sewage disposal system sewage disposal device work State report;
Step 5.3: server calculates the ginseng corresponding with history water monitoring data library of the real-time water quality data in sewage chamber Several relevance degrees, and compared with water monitoring data degree of correlation reference value, according to comparing result, form sewage treatment system The water quality monitoring of several sewage treatment works sections of the characteristics of system is reported;
Step 5.4: water level monitoring report and sewage disposal device working condition report of the server by each sewage treatment works section It accuses and the sewage for being integrated into the sewage disposal system of current time stamp is reported in the water quality monitoring of several sewage treatment works sections Information report is handled, and is stored in the memory of server, so that staff learns the real-time working of sewage disposal system State.
3. a kind of sewage water treatment method using technology of Internet of things as claimed in claim 2, wherein in step 7, according to every The water level monitoring of a sewage treatment works section reports that each sewage treatment works section can be arranged in mobile terminal in staff The aperture of water inlet proportioning valve and water outlet proportion valve, after the comprehensively control electric-control system receives this work order, automatically more Change the aperture that the water inlet proportioning valve and water outlet proportion valve of sewage treatment works section are corresponded in program, to realize the water in sewage chamber Position is at a normal level.
4. a kind of sewage water treatment method using technology of Internet of things as claimed in claim 2, wherein the sewage disposal device Working status parameter include equipment continuous operation time, operating temperature value, motor speed value etc., the judgement in the memory The normal value range of corresponding running parameter is set in program, in step 7, according to the sewage of each sewage treatment works section The report of processing equipment working condition, long-range shutdown operation can be arranged in mobile terminal in staff, to arrange maintenance personal It rushes towards scene and carries out maintenance debugging for specific fault point.
5. a kind of sewage water treatment method using technology of Internet of things as claimed in claim 2, wherein described in step 5.3 The water quality data of water quality data monitor monitoring includes sewage PH value, temperature value, electrical conductivity, dissolved oxygen amount and ammonia nitrogen concentration etc. five Big monitoring index is stored with the normal water quality monitoring historical data of n item, each history water in history water monitoring data library Prime number is according to including described five big monitoring index values;
Water quality monitoring history for any monitoring index, in the currently monitored water quality data and history water monitoring data library The relatedness computation formula of data are as follows:
Wherein, parameter c1、c2、c3It is related coefficient,For current water quality data and n history water quality data average value it Difference, s are the standard deviation of current water quality data and n history water quality data, t0.95Indicate that confidence level is 95% firm value;
When the corresponding relevance degree of all monitoring indexes is respectively less than corresponding degree of correlation reference value, then show at corresponding sewage The sewage quality managed in module is qualified, and server is automatically using this water monitoring data and corresponding timestamp as new one Item record, is stored in history water monitoring data library;
In step 7, it is reported according to the water quality monitoring of several sewage treatment works sections, staff can set in mobile terminal The wastewater treatment process parameter of corresponding sewage treatment works section is set, the comprehensively control electric-control system receives this work order Afterwards, the wastewater treatment process parameter of sewage treatment works section is corresponded in change program, automatically to adjust corresponding sewage treatment works Water monitoring data in section, is at normal level.
6. a kind of sewage water treatment method using technology of Internet of things as claimed in claim 5, wherein the wastewater treatment process Parameter can be the running parameters such as sewage mixing time, sedimentation time or sewage reactant quantity.
CN201811396622.5A 2018-11-21 2018-11-21 A kind of sewage water treatment method using technology of Internet of things Pending CN109410088A (en)

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CN110049123A (en) * 2019-04-16 2019-07-23 上海亚威环保科技有限公司 Smart phone monitoring system and monitoring method based on water process
CN110262414A (en) * 2019-06-03 2019-09-20 青岛巨川环保科技有限公司 A kind of water factory's real time data management-control method and device based on automation configuration software
CN110668650A (en) * 2019-10-25 2020-01-10 重庆工商大学 Terminal based on sewage treatment cloud platform
CN110704497A (en) * 2019-09-04 2020-01-17 重庆特斯联智慧科技股份有限公司 Sewage analysis treatment method and system based on edge calculation
CN111077277A (en) * 2019-12-25 2020-04-28 中国环境科学研究院 Water pollution online monitoring method and water pollution online monitoring system
CN111355813A (en) * 2020-03-24 2020-06-30 四川光和兴科技有限公司 Intelligent remote monitoring and data analysis system
CN112194323A (en) * 2020-10-16 2021-01-08 中交天航港湾建设工程有限公司 Municipal sewage treatment system based on internet of things
CN112666331A (en) * 2020-12-31 2021-04-16 河南平煤神马环保节能有限公司 Industrial sewage treatment intelligent control system
CN116119877A (en) * 2023-02-20 2023-05-16 无锡瑞泰恒自动化系统科技有限公司 Sewage automatic treatment method and system based on Internet of things technology
CN117590793A (en) * 2024-01-19 2024-02-23 中建安装集团有限公司 Water treatment integrated monitoring system and method for water plant based on Internet of things

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