CN112099456A - Smart agricultural control system based on Spark big data - Google Patents
Smart agricultural control system based on Spark big data Download PDFInfo
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- CN112099456A CN112099456A CN202011068624.9A CN202011068624A CN112099456A CN 112099456 A CN112099456 A CN 112099456A CN 202011068624 A CN202011068624 A CN 202011068624A CN 112099456 A CN112099456 A CN 112099456A
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- CURLTUGMZLYLDI-UHFFFAOYSA-N Carbon dioxide Chemical compound O=C=O CURLTUGMZLYLDI-UHFFFAOYSA-N 0.000 claims abstract description 66
- 239000001569 carbon dioxide Substances 0.000 claims abstract description 33
- 229910002092 carbon dioxide Inorganic materials 0.000 claims abstract description 33
- 239000002689 soil Substances 0.000 claims abstract description 29
- 238000003973 irrigation Methods 0.000 claims abstract description 28
- 230000002262 irrigation Effects 0.000 claims abstract description 28
- 238000012544 monitoring process Methods 0.000 claims abstract description 20
- 238000007405 data analysis Methods 0.000 claims abstract description 16
- 238000005286 illumination Methods 0.000 claims abstract description 15
- 239000007921 spray Substances 0.000 claims abstract description 11
- 238000009395 breeding Methods 0.000 claims abstract description 10
- 230000001488 breeding effect Effects 0.000 claims abstract description 10
- 238000010521 absorption reaction Methods 0.000 claims description 26
- 238000009423 ventilation Methods 0.000 claims description 11
- XLYOFNOQVPJJNP-UHFFFAOYSA-N water Substances O XLYOFNOQVPJJNP-UHFFFAOYSA-N 0.000 claims description 9
- BRPQOXSCLDDYGP-UHFFFAOYSA-N calcium oxide Chemical compound [O-2].[Ca+2] BRPQOXSCLDDYGP-UHFFFAOYSA-N 0.000 claims description 6
- 239000000292 calcium oxide Substances 0.000 claims description 6
- ODINCKMPIJJUCX-UHFFFAOYSA-N calcium oxide Inorganic materials [Ca]=O ODINCKMPIJJUCX-UHFFFAOYSA-N 0.000 claims description 6
- 238000005507 spraying Methods 0.000 claims description 3
- 238000012856 packing Methods 0.000 claims description 2
- 230000000694 effects Effects 0.000 abstract description 6
- VTYYLEPIZMXCLO-UHFFFAOYSA-L Calcium carbonate Chemical compound [Ca+2].[O-]C([O-])=O VTYYLEPIZMXCLO-UHFFFAOYSA-L 0.000 description 14
- 229910000019 calcium carbonate Inorganic materials 0.000 description 7
- 238000010438 heat treatment Methods 0.000 description 5
- 238000000034 method Methods 0.000 description 3
- 230000029553 photosynthesis Effects 0.000 description 3
- 238000010672 photosynthesis Methods 0.000 description 3
- 238000010586 diagram Methods 0.000 description 2
- 238000004519 manufacturing process Methods 0.000 description 2
- 230000008635 plant growth Effects 0.000 description 2
- 238000012271 agricultural production Methods 0.000 description 1
- QVGXLLKOCUKJST-UHFFFAOYSA-N atomic oxygen Chemical compound [O] QVGXLLKOCUKJST-UHFFFAOYSA-N 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 238000012272 crop production Methods 0.000 description 1
- 230000007547 defect Effects 0.000 description 1
- 238000005516 engineering process Methods 0.000 description 1
- 230000012010 growth Effects 0.000 description 1
- 229910052760 oxygen Inorganic materials 0.000 description 1
- 239000001301 oxygen Substances 0.000 description 1
- 238000004321 preservation Methods 0.000 description 1
- 238000007789 sealing Methods 0.000 description 1
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- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B19/00—Programme-control systems
- G05B19/02—Programme-control systems electric
- G05B19/418—Total factory control, i.e. centrally controlling a plurality of machines, e.g. direct or distributed numerical control [DNC], flexible manufacturing systems [FMS], integrated manufacturing systems [IMS] or computer integrated manufacturing [CIM]
- G05B19/4183—Total factory control, i.e. centrally controlling a plurality of machines, e.g. direct or distributed numerical control [DNC], flexible manufacturing systems [FMS], integrated manufacturing systems [IMS] or computer integrated manufacturing [CIM] characterised by data acquisition, e.g. workpiece identification
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B19/00—Programme-control systems
- G05B19/02—Programme-control systems electric
- G05B19/418—Total factory control, i.e. centrally controlling a plurality of machines, e.g. direct or distributed numerical control [DNC], flexible manufacturing systems [FMS], integrated manufacturing systems [IMS] or computer integrated manufacturing [CIM]
- G05B19/41875—Total factory control, i.e. centrally controlling a plurality of machines, e.g. direct or distributed numerical control [DNC], flexible manufacturing systems [FMS], integrated manufacturing systems [IMS] or computer integrated manufacturing [CIM] characterised by quality surveillance of production
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05D—SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
- G05D27/00—Simultaneous control of variables covered by two or more of main groups G05D1/00 - G05D25/00
- G05D27/02—Simultaneous control of variables covered by two or more of main groups G05D1/00 - G05D25/00 characterised by the use of electric means
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/35—Categorising the entire scene, e.g. birthday party or wedding scene
- G06V20/36—Indoor scenes
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- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Automation & Control Theory (AREA)
- General Engineering & Computer Science (AREA)
- Manufacturing & Machinery (AREA)
- Quality & Reliability (AREA)
- Multimedia (AREA)
- Theoretical Computer Science (AREA)
- Greenhouses (AREA)
- Cultivation Of Plants (AREA)
Abstract
The invention discloses a smart agricultural control system based on Spark big data, which comprises a breeding greenhouse, an information acquisition module, a data analysis module and an intelligent control module, wherein the information acquisition module comprises a temperature sensor, a humidity sensor, a soil moisture sensor, an illumination intensity sensor, a carbon dioxide concentration sensor and a monitoring camera, and the data analysis module comprises a cloud server. This wisdom agricultural control system based on Spark big data, through humidity transducer and the soil moisture sensing among the setting information acquisition module, can carry out real-time supervision with the moisture in air humidity and the soil in the big-arch shelter of breeding, and transmit the result of monitoring to data analysis module, and by the break-make of data analysis module control solenoid valve, make irrigation spray head can carry out intelligent irrigation according to the humidity of planting the interior air of big-arch shelter and the moisture that soil contains, thereby make whole wisdom agricultural control system have the effect of intelligent control irrigation volume.
Description
Technical Field
The invention relates to the technical field of intelligent agriculture, in particular to an intelligent agricultural control system based on Spark big data.
Background
Wisdom agriculture is the wisdom economy in agriculture, or the concrete manifestation of wisdom economy modalities in agriculture. Wisdom agriculture is an important component of wisdom economy, and for developing countries, wisdom agriculture is a main component of wisdom economy, is the main way that developing countries eliminate poverty, realize the advantage of sending after, the economy development comes and stays late, realizes overtaking the strategy.
With the development of economy and science and technology, more and more people are put into the agricultural industry, the requirements of people on the quality of life are higher and higher, the traditional crop production mode cannot meet the requirements of the modern society, and the intelligent agriculture which saves human resources and is large in data is produced.
In the process of planting in the greenhouse, plants can absorb oxygen at night to generate a certain amount of carbon dioxide, but in the process of planting in the greenhouse, a sealing mode is often adopted for heat preservation at night, so that the concentration of the carbon dioxide in the whole greenhouse is too high, and the growth of the plants is influenced.
The invention provides an intelligent agricultural control system based on Spark big data.
Disclosure of Invention
The invention aims to solve the defects in the prior art, and provides an intelligent agricultural control system based on Spark big data.
In order to achieve the purpose, the invention adopts the following technical scheme: the utility model provides a wisdom agricultural control system based on Spark big data, a wisdom agricultural control system based on Spark big data includes breed big-arch shelter, information acquisition module, data analysis module and intelligent control module.
The information acquisition module comprises a temperature sensor, a humidity sensor, a soil moisture sensor, an illumination intensity sensor, a carbon dioxide concentration sensor and a monitoring camera.
The data analysis module comprises a cloud server, and the cloud server comprises information data acquisition software, information data analysis software, control software and image analysis software.
The intelligent control system includes irrigation system, ventilation system and illumination governing system by control software control, irrigation system includes that a plurality of irrigates the shower nozzle, a plurality of irrigation shower nozzle's inlet tube surface all is provided with the solenoid valve, a plurality of irrigation shower nozzle's one end is kept away from to the inlet tube is linked together with water supply equipment, and the ratio has the required element of vegetation in the water supply equipment, carbon dioxide absorption system is including setting up at the inside absorption box of breed big-arch shelter, the inside packing of absorption box has appropriate amount calcium oxide, the upper surface difference fixedly connected with draught fan and the intake pipe of absorption box, and the surface of intake pipe is provided with solenoid electric valve, the inside of absorption box is provided with the heater strip.
Preferably, the number of the temperature sensors and the number of the humidity sensors are four, and the temperature sensors and the humidity sensors are arranged at one meter away from the ground in the cultivation greenhouse in a rectangular array mode.
Preferably, the quantity of soil moisture sensor is a plurality of, a plurality of soil moisture sensor is the setting of rectangle array in the soil of breeding the big-arch shelter, and the interval between per two adjacent soil moisture sensor is two meters.
Preferably, the ventilation system comprises a plurality of ventilation fans arranged on the inner wall of the cultivation greenhouse.
Preferably, the illumination adjusting system comprises a light shading curtain which is arranged on the inner top wall of the cultivation greenhouse and is controlled by a driving motor.
Preferably, a plurality of irrigation spray heads are arranged on the cultivation ground of the cultivation greenhouse in a rectangular array, and the maximum spraying radius of the irrigation spray heads is one meter.
Preferably, the number of the monitoring cameras is four, the four monitoring cameras are arranged on the inner bottom wall of the planting greenhouse in a rectangular array mode, the interior of the planting greenhouse is divided into four monitoring areas by the four monitoring cameras, and each monitoring area is divided into nine crop planting areas by equal division.
The invention has the following beneficial effects:
1. this wisdom agricultural control system based on Spark big data, through humidity transducer and the soil moisture sensing among the setting information acquisition module, can carry out real-time supervision with the moisture in air humidity and the soil in the big-arch shelter of breeding, and transmit the result of monitoring to data analysis module, and by the break-make of data analysis module control solenoid valve, make irrigation spray head can carry out intelligent irrigation according to the humidity of planting the interior air of big-arch shelter and the moisture that soil contains, thereby make whole wisdom agricultural control system have the effect of intelligent control irrigation volume.
2. This wisdom agricultural control system based on Spark big data through setting up temperature sensor and ventilating fan, conveniently controls the temperature in the planting big-arch shelter, through setting up illumination intensity sensor and window shade, can adjust the illumination condition in the planting big-arch shelter.
3. This wisdom agricultural control system based on Spark big data, through setting up carbon dioxide concentration sensor, can detect the concentration of planting the interior carbon dioxide of big-arch shelter, through setting up the absorption box, solenoid electric valve and draught fan, can introduce the absorption box inside with the air, and utilize the carbon dioxide in the calcium oxide absorption air to form calcium carbonate, prevent to appear planting the too high phenomenon that influences vegetation of carbon dioxide concentration in the big-arch shelter at night, and when the plant carries out photosynthesis carbon dioxide concentration lower daytime, utilize the heating wire to heat in the absorption box, make calcium carbonate produce carbon dioxide after being heated, with the balance of guaranteeing to plant the interior carbon dioxide concentration of big-arch shelter.
4. This wisdom agricultural control system based on Spark big data through setting up the surveillance camera head, can monitor the plant production state in the planting big-arch shelter to utilize four monitoring area, thirty-six crops planting area and image analysis software, can analyze the density of plant in every crops planting area, be convenient for to the management of planting crops in the big-arch shelter.
Drawings
FIG. 1 is a schematic diagram of a working module of the present invention;
FIG. 2 is a schematic flow diagram of the carbon dioxide absorption system of the present invention;
FIG. 3 is a schematic view of a front cross-sectional structure of an absorption tank according to the present invention;
fig. 4 is a schematic view of a working process of the monitoring camera according to the present invention.
In the figure: 1 absorption box body, 2 draught fans, 3 air inlet pipes, 4 electromagnetic control valves and 5 heating wires.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments.
In the description of the present invention, it is to be understood that the terms "upper", "lower", "front", "rear", "left", "right", "top", "bottom", "inner", "outer", and the like, indicate orientations or positional relationships based on the orientations or positional relationships shown in the drawings, are merely for convenience in describing the present invention and simplifying the description, and do not indicate or imply that the device or element being referred to must have a particular orientation, be constructed and operated in a particular orientation, and thus, should not be construed as limiting the present invention.
Referring to fig. 1-3, the smart agricultural control system based on Spark big data comprises a breeding greenhouse, an information acquisition module, a data analysis module and an intelligent control module.
The information acquisition module includes temperature sensor, humidity transducer, soil moisture sensor, illumination intensity sensor, carbon dioxide concentration sensor and surveillance camera head, and temperature sensor and humidity transducer's quantity is four, and four temperature sensor all are the rectangle array setting at breeding the big-arch shelter apart from ground one meter department with humidity transducer.
The quantity of soil moisture sensor is a plurality of, and a plurality of soil moisture sensor is the setting of rectangle array in the soil of breeding the big-arch shelter, and the interval between per two adjacent soil moisture sensor is two meters.
The data analysis module comprises a cloud server, and the cloud server comprises information data acquisition software, information data analysis software, control software and image analysis software.
The intelligent control system comprises an irrigation system, a ventilation system and an illumination adjusting system which are controlled by control software, the ventilation system comprises a plurality of ventilation fans arranged on the inner wall of the cultivation greenhouse, and the temperature in the cultivation greenhouse is conveniently controlled by arranging a temperature sensor and the ventilation fans.
The illumination adjustment system comprises a shading curtain which is arranged on the inner top wall of the cultivation greenhouse and is controlled by a driving motor, and the illumination condition in the cultivation greenhouse can be adjusted by arranging an illumination intensity sensor and the shading curtain.
The irrigation system comprises a plurality of irrigation nozzles which are arranged on the culture ground of the culture greenhouse in a rectangular array, the maximum spraying radius of the irrigation spray head is one meter, the outer surfaces of the water inlet pipes of the irrigation spray heads are provided with electromagnetic valves, one ends of the water inlet pipes, which are far away from the irrigation spray head, are communicated with water supply equipment, elements required by plant growth are proportioned in the water supply equipment, by arranging the humidity sensor and the soil moisture sensor in the information acquisition module, the air humidity and the moisture in the soil in the cultivation greenhouse can be monitored in real time, and the monitoring result is transmitted to the data analysis module, and the on-off of the electromagnetic valve is controlled by the data analysis module, so that the irrigation spray head can carry out intelligent irrigation according to the humidity of the air in the planting greenhouse and the moisture contained in the soil, and the whole intelligent agricultural control system has the effect of intelligently controlling the irrigation quantity.
The carbon dioxide absorption system comprises an absorption box body 1 arranged in the breeding greenhouse, a proper amount of calcium oxide is filled in the absorption box body 1, the upper surface of the absorption box body 1 is fixedly connected with an induced draft fan 2 and an air inlet pipe 3 respectively, an electromagnetic control valve 4 is arranged on the outer surface of the air inlet pipe 3, a heating wire 5 is arranged in the absorption box body 1, the concentration of carbon dioxide in the planting greenhouse can be detected by arranging a carbon dioxide concentration sensor, air can be introduced into the absorption box body 1 by arranging the absorption box body 1, the electromagnetic control valve 4 and the induced draft fan 2, the calcium oxide is used for absorbing carbon dioxide in the air to form calcium carbonate, the phenomenon that the growth of plants is influenced by the overhigh concentration of the carbon dioxide in the planting greenhouse is prevented at night, and when the photosynthesis carbon dioxide concentration of plants in the daytime is lower, the calcium carbonate, the calcium carbonate generates carbon dioxide after being heated, so as to ensure the balance of the concentration of the carbon dioxide in the planting greenhouse.
The quantity of surveillance camera head is four, four surveillance camera heads are the interior diapire that the rectangle array set up at planting the big-arch shelter, and four surveillance camera heads will plant the inside four monitoring areas that divide into of big-arch shelter, and by equally divide into nine crops planting regions in every monitoring area, through setting up the surveillance camera head, can monitor the plant production state who plants in the big-arch shelter, and utilize four monitoring areas, thirty six crops planting regions and image analysis software, can analyze the density of plant in every crops planting region, and regulate and control the irrigation according to the sealed of plant in every crops planting region, be convenient for to the management of planting crops in the big-arch shelter.
The working principle is as follows: when the intelligent agricultural control system based on Spark big data is needed to be used, the soil moisture sensor is utilized to transmit the moisture content in the soil in the planting greenhouse to the data analysis module, according to the result of data analysis, when the moisture content in the soil in the planting greenhouse is low, the control software controls the electromagnetic valve to work, the water sprayed by the irrigation spray nozzle is utilized to increase the moisture content in the soil in the planting greenhouse, so that the whole intelligent agricultural control system has the effect of intelligently controlling the irrigation quantity, when the temperature in the planting greenhouse is high, the temperature sensor transmits high-temperature information to the cloud server, the control software is utilized to control the ventilation fan to work so as to disperse the temperature in the planting greenhouse and prevent the high-temperature phenomenon, when the illumination intensity in the planting greenhouse needs to be changed, the shading sensor is utilized to transmit the change information of light to the cloud server, and the control software is utilized to control the driving motor of the curtain, the light condition in the planting greenhouse is changed through the shading curtain, so that the whole planting greenhouse has the effect of intelligent control, the management of agricultural production is convenient, when the carbon dioxide sensor detects that the concentration of the carbon dioxide is too high at night, the carbon dioxide sensor transmits the detected information to the cloud server, and the control software is used for controlling the work of the induced draft fan 2 and the electromagnetic control valve 4, leading the induced draft fan 2 into the absorption box body 1, the carbon dioxide in the air reacts with the calcium oxide to generate calcium carbonate so as to achieve the effect of reducing the concentration of the carbon dioxide in the planting greenhouse, when the photosynthesis of the plants in the daytime causes the concentration of carbon dioxide in the planting greenhouse to be reduced, the control software is used for controlling the heating wire 5 to work, the heating wire 5 heats calcium carbonate to generate carbon dioxide, the carbon dioxide concentration in the planting greenhouse is balanced.
The above description is only for the preferred embodiment of the present invention, but the scope of the present invention is not limited thereto, and any person skilled in the art should be considered to be within the technical scope of the present invention, and the technical solutions and the inventive concepts thereof according to the present invention should be equivalent or changed within the scope of the present invention.
Claims (7)
1. The utility model provides an wisdom agricultural control system based on Spark big data which characterized in that: the smart agricultural control system based on Spark big data comprises a breeding greenhouse, an information acquisition module, a data analysis module and a smart control module;
the information acquisition module comprises a temperature sensor, a humidity sensor, a soil moisture sensor, an illumination intensity sensor, a carbon dioxide concentration sensor and a monitoring camera;
the data analysis module comprises a cloud server, and the cloud server comprises information data acquisition software, information data analysis software, control software and image analysis software;
the intelligent control system includes irrigation system, ventilation system, illumination governing system and carbon dioxide absorption system by control software control, irrigation system includes that a plurality of irrigates the shower nozzle, a plurality of irrigates the inlet tube surface of shower nozzle all is provided with the solenoid valve, a plurality of the one end that irrigates the shower nozzle is kept away from to the inlet tube is linked together with water supply equipment, and the ratio has the required element of vegetation in the water supply equipment, carbon dioxide absorption system is including setting up at the inside absorption box of breed big-arch shelter, the inside packing of absorption box has appropriate amount calcium oxide, the upper surface difference fixedly connected with draught fan and the intake pipe of absorption box, and the surface of intake pipe is provided with solenoid electric valve, the inside of absorption box is provided with the heater strip.
2. The smart agriculture control system based on Spark big data as claimed in claim 1, wherein: the quantity of temperature sensor and humidity transducer is four, four temperature sensor and humidity transducer all are the rectangle array setting and breed big-arch shelter apart from ground one meter department.
3. The smart agriculture control system based on Spark big data as claimed in claim 1, wherein: the quantity of soil moisture sensor is a plurality of, a plurality of soil moisture sensor is the setting of rectangle array in the soil of breeding the big-arch shelter, and the interval between per two adjacent soil moisture sensors is two meters.
4. The smart agriculture control system based on Spark big data as claimed in claim 1, wherein: the ventilation system comprises a plurality of ventilation fans arranged on the inner wall of the cultivation greenhouse.
5. The smart agriculture control system based on Spark big data as claimed in claim 1, wherein: the illumination adjusting system comprises a shading curtain which is arranged on the inner top wall of the cultivation greenhouse and is controlled by a driving motor.
6. The smart agriculture control system based on Spark big data as claimed in claim 1, wherein: the irrigation spray heads are arranged on the cultivation ground of the cultivation greenhouse in a rectangular array, and the maximum spraying radius of the irrigation spray heads is one meter.
7. The smart agriculture control system based on Spark big data as claimed in claim 1, wherein: the monitoring cameras are four in number and are arranged on the inner bottom wall of the planting greenhouse in a rectangular array mode, the four monitoring cameras divide the interior of the planting greenhouse into four monitoring areas, and nine crop planting areas are equally divided in each monitoring area.
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| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112817351A (en) * | 2020-12-31 | 2021-05-18 | 武汉艺圃园创工程设计有限公司 | Accurate wisdom agricultural greenhouse system based on internet of things |
| CN112857433A (en) * | 2020-12-23 | 2021-05-28 | 国视农实业股份有限公司 | Wisdom digital farming breeds monitoring and control system |
| CN113016446A (en) * | 2021-03-01 | 2021-06-25 | 杭州职业技术学院 | Greenhouse irrigation system based on intelligent control |
| CN113383665A (en) * | 2021-07-22 | 2021-09-14 | 河北省农林科学院旱作农业研究所 | Crop water-saving irrigation method based on root cause signal characteristics |
| CN113433993A (en) * | 2021-07-15 | 2021-09-24 | 四川省农业科学院农业信息与农村经济研究所 | Agricultural greenhouse constant humidity and temperature adjusting system based on Internet of things |
| CN113760016A (en) * | 2021-09-03 | 2021-12-07 | 霍山县安绿园农业发展有限公司 | Environment management and control system for vegetable and fruit greenhouse |
| CN113834584A (en) * | 2021-08-17 | 2021-12-24 | 舒城县农业科学研究所 | Farmland supervisory equipment based on agricultural thing networking |
| CN113951011A (en) * | 2021-11-10 | 2022-01-21 | 江西沃邦农业科技有限公司 | Wisdom agricultural 5G platform system |
| CN114019851A (en) * | 2021-10-19 | 2022-02-08 | 盐城工业职业技术学院 | Wisdom agricultural remote control system |
| CN115373450A (en) * | 2022-08-25 | 2022-11-22 | 成都农业科技职业学院 | Wisdom agricultural controlling means based on thing networking |
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| CN113383665A (en) * | 2021-07-22 | 2021-09-14 | 河北省农林科学院旱作农业研究所 | Crop water-saving irrigation method based on root cause signal characteristics |
| CN113834584A (en) * | 2021-08-17 | 2021-12-24 | 舒城县农业科学研究所 | Farmland supervisory equipment based on agricultural thing networking |
| CN113834584B (en) * | 2021-08-17 | 2024-05-03 | 舒城县农业科学研究所 | Farm monitoring equipment based on agricultural Internet of things |
| CN113760016A (en) * | 2021-09-03 | 2021-12-07 | 霍山县安绿园农业发展有限公司 | Environment management and control system for vegetable and fruit greenhouse |
| CN114019851A (en) * | 2021-10-19 | 2022-02-08 | 盐城工业职业技术学院 | Wisdom agricultural remote control system |
| CN113951011A (en) * | 2021-11-10 | 2022-01-21 | 江西沃邦农业科技有限公司 | Wisdom agricultural 5G platform system |
| CN115373450A (en) * | 2022-08-25 | 2022-11-22 | 成都农业科技职业学院 | Wisdom agricultural controlling means based on thing networking |
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Application publication date: 20201218 |