CN107279030A - Aerator control system and method based on mobile internet and cloud computing technology - Google Patents
Aerator control system and method based on mobile internet and cloud computing technology Download PDFInfo
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- CN107279030A CN107279030A CN201710438179.2A CN201710438179A CN107279030A CN 107279030 A CN107279030 A CN 107279030A CN 201710438179 A CN201710438179 A CN 201710438179A CN 107279030 A CN107279030 A CN 107279030A
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- 238000005276 aerator Methods 0.000 title claims abstract description 59
- 238000005516 engineering process Methods 0.000 title claims abstract description 28
- 238000000034 method Methods 0.000 title claims abstract description 14
- QVGXLLKOCUKJST-UHFFFAOYSA-N atomic oxygen Chemical compound [O] QVGXLLKOCUKJST-UHFFFAOYSA-N 0.000 claims abstract description 48
- 229910052760 oxygen Inorganic materials 0.000 claims abstract description 48
- 239000001301 oxygen Substances 0.000 claims abstract description 48
- 238000004891 communication Methods 0.000 claims abstract description 21
- 239000000523 sample Substances 0.000 claims abstract description 13
- 238000006213 oxygenation reaction Methods 0.000 claims abstract description 11
- XLYOFNOQVPJJNP-UHFFFAOYSA-N water Substances O XLYOFNOQVPJJNP-UHFFFAOYSA-N 0.000 claims description 62
- 241000251468 Actinopterygii Species 0.000 claims description 26
- 238000001514 detection method Methods 0.000 claims description 2
- 238000007726 management method Methods 0.000 abstract description 3
- 238000013523 data management Methods 0.000 abstract 1
- 238000012544 monitoring process Methods 0.000 description 7
- 238000009360 aquaculture Methods 0.000 description 4
- 244000144974 aquaculture Species 0.000 description 4
- 230000008569 process Effects 0.000 description 4
- 230000008859 change Effects 0.000 description 3
- 238000012545 processing Methods 0.000 description 3
- 239000000498 cooling water Substances 0.000 description 2
- 230000000694 effects Effects 0.000 description 2
- 201000004569 Blindness Diseases 0.000 description 1
- 241000195493 Cryptophyta Species 0.000 description 1
- 210000000476 body water Anatomy 0.000 description 1
- 238000009395 breeding Methods 0.000 description 1
- 230000001488 breeding effect Effects 0.000 description 1
- 238000004364 calculation method Methods 0.000 description 1
- 239000012141 concentrate Substances 0.000 description 1
- 230000007812 deficiency Effects 0.000 description 1
- 238000011161 development Methods 0.000 description 1
- 238000010586 diagram Methods 0.000 description 1
- 201000010099 disease Diseases 0.000 description 1
- 208000037265 diseases, disorders, signs and symptoms Diseases 0.000 description 1
- 238000003912 environmental pollution Methods 0.000 description 1
- 238000007689 inspection Methods 0.000 description 1
- 238000012423 maintenance Methods 0.000 description 1
- 230000007246 mechanism Effects 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 238000011160 research Methods 0.000 description 1
Classifications
-
- A—HUMAN NECESSITIES
- A01—AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
- A01K—ANIMAL HUSBANDRY; AVICULTURE; APICULTURE; PISCICULTURE; FISHING; REARING OR BREEDING ANIMALS, NOT OTHERWISE PROVIDED FOR; NEW BREEDS OF ANIMALS
- A01K63/00—Receptacles for live fish, e.g. aquaria; Terraria
- A01K63/04—Arrangements for treating water specially adapted to receptacles for live fish
- A01K63/042—Introducing gases into the water, e.g. aerators, air pumps
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
- G06Q50/02—Agriculture; Fishing; Forestry; Mining
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- Life Sciences & Earth Sciences (AREA)
- Business, Economics & Management (AREA)
- Engineering & Computer Science (AREA)
- Environmental Sciences (AREA)
- Animal Husbandry (AREA)
- Marine Sciences & Fisheries (AREA)
- Human Resources & Organizations (AREA)
- Strategic Management (AREA)
- Economics (AREA)
- General Health & Medical Sciences (AREA)
- Mining & Mineral Resources (AREA)
- Marketing (AREA)
- Primary Health Care (AREA)
- Health & Medical Sciences (AREA)
- Tourism & Hospitality (AREA)
- Physics & Mathematics (AREA)
- General Business, Economics & Management (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Biodiversity & Conservation Biology (AREA)
- Agronomy & Crop Science (AREA)
- Aeration Devices For Treatment Of Activated Polluted Sludge (AREA)
Abstract
The invention discloses a kind of aerator control system and method based on mobile Internet and cloud computing technology, aerator control system includes subscription client, cloud server end, wireless communication module, microcontroller, relay, dissolved oxygen amount probe, temperature sensor and current transformer, relay, dissolved oxygen amount probe, temperature sensor and current transformer are all connected with microcontroller, microcontroller is connected by wireless communication module and cloud server end, subscription client with cloud server end；Subscription client includes pc client and Intelligent mobile equipment client；The system also includes d GPS locating module, display module, LED and buzzer.The present invention realizes the functions such as system user management, oxygenation machine equipment and data management, and transfinited according to the oxygen content amount of default, the early-warning conditions such as oxygen increasing pump exception, power cut-off, interrupted communication link push information to the mobile phone of specified user, user mobile phone A PP or browser access and can also manage the system.
Description
Technical field
Mobile Internet and cloud are based on the present invention relates to intelligent aquatic products and mobile internet technical field, more particularly to one kind
The aerator control system and method for computing technique.
Background technology
Pond water quality regulates and controls, and is to improve quality of water environment, prevents the general pool of raising the nose above water to breathe, reduce disease, increases yield, energy-saving and emission-reduction
An important step.The to the effect that oxygenation of pond water quality regulation and control and water is changed, but current oxygenation is sentenced mainly by experience weather
It is disconnected, according to the carry out switch management of artificial experience manually, to the cultivation experimental technology horizontal operation intensity work of cultural technique personnel
Make attitude and require very high, there is very big blindness and risk, can not meet that modernization pond precisely cultivates is basic
Demand, risk is too high, and cost of labor input is excessive.Especially in the case of high-density breeding, usually because can not oxygenation in time lead
The general pool of raising the nose above water to breathe is caused, very big economic loss and environmental pollution is caused.
Dissolved oxygen is particularly important restriction sex factor in aquaculture, and the height of dissolved oxygen levels decides cultivation activity
It can be smoothed out.Therefore, it is to realize that aquaculture is modernized to set up the intelligent oxygen-increasing control system of reliable and stable aquaculture
Important technological problems.Now, the aquaculture water quality on-line monitoring regulator control system based on sensor technology is rapidly developed,
Realize real-time monitoring and the intelligent control of oxygen increasing pump of water dissolved oxygen.But, due to lacking to pond water quality regulator control system
Reliability engineering research, these systems also there are problems that many in terms of stability, reliability, it is difficult in pond culture
Use, be mainly shown as it is following some：
1st, the state on_line monitoring of oxygen increasing pump；
2nd, oxygen increasing pump supply line powers off；
3rd, intelligence control system is crashed or powered off；
4th, communication module falls net；
5th, Cloud Server crashes.
The content of the invention
In order to overcome the shortcoming and deficiency that prior art is present, the present invention provides a kind of based on mobile Internet and cloud computing
The aerator control system and method for technology, using technology of Internet of things, cloud computing technology and development of Mobile Internet technology, realize aquatic products
The long-distance intelligent control of aerator under cultivating condition and the monitoring reliability of aerator intelligence control system；Wechat small routine can
Every warning information of aerator control system is obtained in real time, and realizes that the remote mobile operation of aerator is controlled and by cloud
Server realizes the on-line monitoring to all aerators, including each aerator positional information, running status, place fish pond parameter
Deng.
In order to solve the above technical problems, the present invention provides following technical scheme：One kind is based on mobile Internet and cloud computing
The aerator control system of technology, including subscription client, cloud server end, wireless communication module, microcontroller, relay,
Dissolved oxygen amount probe, temperature sensor and current transformer, the relay, dissolved oxygen amount probe, temperature sensor and electric current
Transformer is all connected with the microcontroller, and the microcontroller passes through the wireless communication module and the cloud server end, institute
Subscription client is stated to be connected with the cloud server end；Wherein
The current transformer is used for the electric current for measuring aerator pump housing supply line in pond, and current information is real-time
Input to the microcontroller；
The temperature sensor is used for the temperature for gathering pond water, and water temperature information is inputted to the microcontroller；
The dissolved oxygen amount is popped one's head in for the dissolved oxygen amount for gathering pond water, and dissolved oxygen amount information is inputted to the microcontroller
Device；
What the relay was used to controlling magnetic valve in corresponding pipeline opens or closes state, the water pump if magnetic valve is opened
Proceed by and draw water；
The microcontroller is used to control the relay, dissolved oxygen amount probe, temperature sensor and current transformer
Function is realized, and receives corresponding feedback information, then sends feedback information to the cloud server end；
The cloud server end is used to receive the data that the microcontroller is sent, and is sent after being analyzed and processed to data
To subscription client；
The subscription client is used to set the threshold value of data parameters, the detection data in real-time reception fish pond and receives cloud
Warning message and each item data and status information of selected inquiry aerator that server end is pushed.
Further, the subscription client includes pc client and Intelligent mobile equipment client, the pc client
Information interchange is carried out with Intelligent mobile equipment client with the cloud server end.
Further, the Intelligent mobile equipment client is provided with wechat program, passes through the small routine in wechat program
Function carries out information interchange, and the warning message and each item number in fish pond of the push of real-time reception Cloud Server with cloud server end
According to and status information.
Further, the wireless communication module uses GPRS wireless communication modules.
Further, the microcontroller uses STM32 single-chip microcomputers.
Further, the aerator control system based on mobile Internet and cloud computing technology, in addition to GPS are fixed
Position module, the d GPS locating module connects the microcontroller, for being positioned to the microcontroller, and position believed
Breath is sent to the cloud server end by wireless communication module.
Further, the aerator control system based on mobile Internet and cloud computing technology, in addition to display
Module, LED and buzzer, the display module, LED and buzzer are connected with the microcontroller；It is described aobvious
Show that module is used to show water body dissolved oxygen amount, water temperature and the dissolved oxygen amount of the setting bound gathered in real time；The LED is used to indicate
The automatic or manual mode of operation of the aerator control system and the running status of oxygenation pump；In described aerator control
When certain part sends failure in system processed, the buzzer is used for the fault alarm under line.
Another object of the present invention is to provide a kind of aerator control method based on mobile Internet and cloud computing technology, bag
Include following step：
S1, in certain period of time, microcontroller opens relay, and the unlatching of relay is so as to driving water pump to a certain
Drawn water to water tank in fish pond；
The dissolved oxygen amount and temperature data of water in S2, dissolved oxygen amount probe and temperature sensor collection water tank, and data are sent
Alarmed to microcontroller buzzer；
S3, microcontroller send data to cloud server end, cloud server end to the data of reception with it is set in advance
Threshold value is compared, and data are sent to subscription client in real time；If temperature data is more than or less than the temperature threshold of setting,
Or dissolved oxygen amount is less than the dissolved oxygen amount threshold value of setting, then cloud server end sends warning message to subscription client；
S4, microprocessor control drain solenoid valve, the water in water tank is emptied, drain solenoid valve is closed afterwards, prepares to take out
Take the water in next fish pond；
S5, repeat step S1-S3, are detected to the water in another fish pond.
Further, threshold value set in advance in the step S3, it is set by using pc client and there are cloud clothes
Business device end, or the small routine function for the wechat client for passing through Intelligent mobile equipment client are configured and there is cloud service
Device end.
After adopting the above technical scheme, the present invention at least has the advantages that：
(1) present invention installs the aerator intelligence based on mobile Internet and cloud computing technology additional in existing aerator system
Control system, it is possible to achieve aerator remote mobile is monitored and intelligent control；
(2) present invention is by priority assignation, and administrative department can be realized to the online of all aerators by Cloud Server
Monitoring, and terminal user may only check the aerator situation oneself possessed, including an area or oneself all each
Aerator positional information, running status, place fish pond parameter etc.；
(3) multiple fish ponds of the invention share a set of sensor, can control the cost of single aerator system, and sensor
It is easy to maintenance in time, it is ensured that the reliability of data and the life-span for extending sensor.
Brief description of the drawings
Fig. 1 is the structured flowchart of the aerator control system of the invention based on mobile Internet and cloud computing technology；
Fig. 2 makes when being and gathering fishpond water in the aerator control system based on mobile Internet and cloud computing technology of the invention
Hardware architecture diagram.
Embodiment
It should be noted that in the case where not conflicting, the feature in embodiment and embodiment in the application can phase
Mutually combine, the application is described in further detail with specific embodiment below in conjunction with the accompanying drawings.
Embodiment
As shown in figure 1, a kind of aerator control system based on mobile Internet and cloud computing technology of the present invention is mainly divided
For several layers of mechanism, including sensing layer, embedded processing layer, transport layer, cloud process layer and application layer.Wherein, sensing layer by
A series of sensor groups are into including relay, dissolved oxygen amount probe, temperature sensor and current transformer；Embedded processing
Layer includes microcontroller, display module, LED, buzzer and calendar chip；Transport layer is wireless communication module, including
GPRS and GPS；Cloud process layer is cloud server end；Application layer is subscription client, includes pc client and intelligent sliding
Dynamic device clients.The application method to each layer equipment is described in detail below.
As shown in Fig. 2 the cost in order to not dramatically increase single aerator system, system uses pipeline by several fish ponds
Water by water pump be transported to one concentration small-sized water tank in, in water tank comprising filter, dissolved oxygen amount probe and water temperature sensing
Device, connects the multichannel inlet channel and magnetic valve in each fish pond, a delivery port and magnetic valve for draining.
STM32 SCM systems open each small pump and right in turn by controlling the folding of magnetic valve and relay
The magnetic valve in pipeline is answered, the water in corresponding fish pond is extracted into water tank, the algae of pond water, muddy thing is filtered by filter
Afterwards, the dissolved oxygen amount and water temperature of the dissolved oxygen amount probe and water in cooling-water temperature sensor vasculum body in casing, send into embedded place in real time
Manage layer STM32 SCM systems, due to fish pond water after a segment pipe dissolved oxygen amount and water temperature can change, pass through single-chip microcomputer
System is compensated to dissolved oxygen amount, water temperature, corrected, and finally gives the measured value close with the actual dissolved oxygen amount in fish pond, water temperature.With this
Measured value is standard, the value of the dissolved oxygen amount bound set with reference to user, the on/off of control aerator, and then control in real time
Aerator pump housing working condition.
After the relevant parameter for having measured a fish pond, the magnetic valve of the water pump previously opened and water inlet is closed, the row of opening
Mouth of a river magnetic valve, after delay a period of time, small pump and corresponding magnetic valve under unlatching all the way in pipeline measure another
The parameter in fish pond.
So work repeatedly, just can concentrate the parameter for measuring each fish pond.
Wherein, a kind of aerator control system based on mobile Internet and cloud computing technology of the present invention, in addition to one be
Row aerator, aerator connection microcontroller；When detecting the dissolved oxygen amount of water in fish pond less than the threshold value set, microcontroller
Aerator will be automatically turned on, aerator carries out oxygenation operation to fish pond automatically, and now current transformer is with regard to that can induce oxygenation
The corresponding current output signal of machine, and output signal feeds back to microcontroller.
STM32 SCM systems are using man-machine interface display unit of the charactron as parameter setting, the collection of display in real time
Water body dissolved oxygen amount, water temperature and the dissolved oxygen amount of setting bound.System manually and automatically operational mode, setting are selected using button
Dissolved oxygen amount bound numerical value, and control system realizes self-inspection and calibration function.Automatic, the manual work of system is indicated using LED
The running status of operation mode and oxygenation pump.Enter the system failure under line using buzzer to alarm.System is provided using calendar chip
System clock information.STM32 SCM systems are regularly by the water body water temperature and dissolved oxygen amount data of collection, aerator pump housing supply line
The information such as the state of a control of electric current and aerator are uploaded to transport layer communication module by serial ports.
D GPS locating module is positioned to aerator control system, and positional information is transmitted to GPRS wireless communication modules.
After GPRS wireless communication modules are powered, actively set up TCP/IP with cloud process layer Cloud Server program and link；To prevent in communication
It is disconnected, with 1 minute for time interval, communicated using pulse mode.The number that GPRS wireless communication modules upload embedded processing layer
Bag is packaged into according to the location information with GPS positioning system, cloud process layer Cloud Server is uploaded to together.
Cloud server end is monitored and received, records dissolved oxygen amount, cooling-water temperature sensor data, oxygenation pump operation that communication layers are uploaded
Status information；Compared by the threshold value with default, push warning message to mobile phone mobile client in real time.
Pc client uses B/S frameworks with Cloud Server, and user logs in aerator management system by browsing device net page mode
System carries out data query and bound setting, checks each aerator positional information, running status, place fish pond parameter etc..Intelligence
Energy mobile device client is mainly mobile phone mobile terminal, and mobile phone mobile terminal uses C/S frameworks with Cloud Server, and user passes through mobile phone
The wechat small routine of mobile terminal sets system thresholds parameter, and the warning message that real-time reception Cloud Server is pushed is inquired about with selected
Each item data and status information of aerator.Authorize after authority, administrative department can be realized to all oxygenation by Cloud Server
The on-line monitoring of machine, including each regional aerator positional information, running status, a place fish pond parameter etc..In system
Multiple fish ponds share a set of sensor, can control the cost of single aerator system, and sensor is easy to regular, timely dimension
Shield, it is ensured that the reliability of data and the life-span for extending sensor.
Although an embodiment of the present invention has been shown and described, for the ordinary skill in the art, can be with
Understand, can carry out a variety of equivalent changes to these embodiments without departing from the principles and spirit of the present invention
Change, change, replace and modification, the scope of the present invention is limited by appended claims and its equivalency range.
Claims (9)
1. a kind of aerator control system based on mobile Internet and cloud computing technology, it is characterised in that including user client
End, cloud server end, wireless communication module, microcontroller, relay, dissolved oxygen amount probe, temperature sensor and Current Mutual Inductance
Device, the relay, dissolved oxygen amount probe, temperature sensor and current transformer are all connected with the microcontroller, the micro-control
Device processed is connected by the wireless communication module and the cloud server end, the subscription client with the cloud server end；
Wherein
The current transformer is used for the electric current for measuring aerator pump housing supply line in pond, and current information is inputted in real time
To the microcontroller；
The temperature sensor is used for the temperature for gathering pond water, and water temperature information is inputted to the microcontroller；
The dissolved oxygen amount is popped one's head in for the dissolved oxygen amount for gathering pond water, and dissolved oxygen amount information is inputted to the microcontroller；
What the relay was used to controlling magnetic valve in corresponding pipeline opens or closes state, and water pump starts if magnetic valve is opened
Drawn water；
The microcontroller is used for the function of controlling the relay, dissolved oxygen amount probe, temperature sensor and current transformer
Realize, and receive corresponding feedback information, then send feedback information to the cloud server end；
The cloud server end is used to receive the data that the microcontroller is sent, and is sent after being analyzed and processed to data to use
Family client；
The subscription client is used to set the threshold value of data parameters, the detection data in real-time reception fish pond and receives cloud service
Warning message and each item data and status information of selected inquiry aerator that device end is pushed.
2. the aerator control system as claimed in claim 1 based on mobile Internet and cloud computing technology, it is characterised in that
The subscription client includes pc client and Intelligent mobile equipment client, pc client and the Intelligent mobile equipment client
End carries out information interchange with the cloud server end.
3. the aerator control system as claimed in claim 2 based on mobile Internet and cloud computing technology, it is characterised in that
The Intelligent mobile equipment client is provided with wechat program, is entered by the small routine function in wechat program with cloud server end
Row information is exchanged, and the warning message and each item data and status information in fish pond of the push of real-time reception Cloud Server.
4. the aerator control system as claimed in claim 1 based on mobile Internet and cloud computing technology, it is characterised in that
The wireless communication module uses GPRS wireless communication modules.
5. the aerator control system as claimed in claim 1 based on mobile Internet and cloud computing technology, it is characterised in that
The microcontroller uses STM32 single-chip microcomputers.
6. the aerator control system as claimed in claim 1 based on mobile Internet and cloud computing technology, it is characterised in that
Also include d GPS locating module, the d GPS locating module connects the microcontroller, for being positioned to the microcontroller,
And send positional information to the cloud server end by wireless communication module.
7. the aerator control system as claimed in claim 1 based on mobile Internet and cloud computing technology, it is characterised in that
Also include display module, LED and buzzer, the display module, LED and buzzer connect with the microcontroller
Connect；The display module is used for water body dissolved oxygen amount, water temperature and the dissolved oxygen amount of the setting bound for showing collection in real time；The LED
Lamp is used to indicate the automatic or manual mode of operation of the aerator control system and the running status of oxygenation pump；Described
Aerator control system in certain part send failure when, the buzzer is used for the fault alarm under line.
8. a kind of aerator control method based on mobile Internet and cloud computing technology, it is characterised in that comprise the steps：
S1, in certain period of time, microcontroller opens relay, and the unlatching of relay is so as to driving water pump to a certain fish pond
Drawn water to water tank；
The dissolved oxygen amount and temperature data of water in S2, dissolved oxygen amount probe and temperature sensor collection water tank, and send data to micro-
Controller buzzer is alarmed；
S3, microcontroller send data to cloud server end, data and set in advance threshold value of the cloud server end to reception
It is compared, and data is sent to subscription client in real time；If temperature data is more than or less than the temperature threshold of setting, or
Dissolved oxygen amount sends warning message less than the dissolved oxygen amount threshold value set, then cloud server end to subscription client；
S4, microprocessor control drain solenoid valve, the water in water tank is emptied, and drain solenoid valve is closed afterwards, is prepared under extracting
The water in one fish pond；
S5, repeat step S1-S3, are detected to the water in another fish pond.
9. the aerator control method as claimed in claim 8 based on mobile Internet and cloud computing technology, it is characterised in that
Threshold value set in advance in the step S3, it is set by using pc client and there is cloud server end, or passes through intelligence
The small routine function of the wechat client of energy mobile device client is configured and there is cloud server end.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710438179.2A CN107279030A (en) | 2017-06-12 | 2017-06-12 | Aerator control system and method based on mobile internet and cloud computing technology |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710438179.2A CN107279030A (en) | 2017-06-12 | 2017-06-12 | Aerator control system and method based on mobile internet and cloud computing technology |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN107279030A true CN107279030A (en) | 2017-10-24 |
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| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201710438179.2A Pending CN107279030A (en) | 2017-06-12 | 2017-06-12 | Aerator control system and method based on mobile internet and cloud computing technology |
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| CN107861437A (en) * | 2017-12-13 | 2018-03-30 | 广州大学华软软件学院 | A kind of water quality monitoring and water quality abnormality processing system |
| CN108958194A (en) * | 2018-07-19 | 2018-12-07 | 广州喜马拉雅环保科技有限公司 | A kind of long-range medicine system of boiler based on data cloud and method |
| CN109006649A (en) * | 2018-09-12 | 2018-12-18 | 兴化市朋缘水产有限公司 | A kind of oxygenation structure applied to aquaculture |
| CN110501984A (en) * | 2019-08-27 | 2019-11-26 | 广东渔易水产科技有限责任公司 | Aquaculture equipment intelligent wireless management method |
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Cited By (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107861437A (en) * | 2017-12-13 | 2018-03-30 | 广州大学华软软件学院 | A kind of water quality monitoring and water quality abnormality processing system |
| CN110683688A (en) * | 2018-07-04 | 2020-01-14 | 大青节能科技股份有限公司 | Wastewater cloud monitoring system |
| CN108958194A (en) * | 2018-07-19 | 2018-12-07 | 广州喜马拉雅环保科技有限公司 | A kind of long-range medicine system of boiler based on data cloud and method |
| CN109006649A (en) * | 2018-09-12 | 2018-12-18 | 兴化市朋缘水产有限公司 | A kind of oxygenation structure applied to aquaculture |
| CN110501984A (en) * | 2019-08-27 | 2019-11-26 | 广东渔易水产科技有限责任公司 | Aquaculture equipment intelligent wireless management method |
| CN111337727A (en) * | 2020-03-05 | 2020-06-26 | 山东泰开互感器有限公司 | Current transformer and cloud computing-based current transformer information interaction system |
| CN115299400A (en) * | 2022-08-16 | 2022-11-08 | 浙江智地网络科技有限公司 | Intelligent aerator with self-checking function and online control |
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