CN106339023A - Internet-of-things-based modern agricultural monitoring system - Google Patents
Internet-of-things-based modern agricultural monitoring system Download PDFInfo
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- CN106339023A CN106339023A CN201610909395.6A CN201610909395A CN106339023A CN 106339023 A CN106339023 A CN 106339023A CN 201610909395 A CN201610909395 A CN 201610909395A CN 106339023 A CN106339023 A CN 106339023A
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01D—MEASURING NOT SPECIALLY ADAPTED FOR A SPECIFIC VARIABLE; ARRANGEMENTS FOR MEASURING TWO OR MORE VARIABLES NOT COVERED IN A SINGLE OTHER SUBCLASS; TARIFF METERING APPARATUS; MEASURING OR TESTING NOT OTHERWISE PROVIDED FOR
- G01D21/00—Measuring or testing not otherwise provided for
- G01D21/02—Measuring two or more variables by means not covered by a single other subclass
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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
- G05B19/04—Programme control other than numerical control, i.e. in sequence controllers or logic controllers
- G05B19/042—Programme control other than numerical control, i.e. in sequence controllers or logic controllers using digital processors
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- 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
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N7/00—Television systems
- H04N7/18—Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast
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Abstract
The invention discloses an internet-of-things-based modern agricultural monitoring system which comprises an airborne management device and a ground receiving base station. A distributed data processing base station is connected with the communication link between the airborne management device and the ground receiving base station. The airborne management device comprises an intelligent network management detection module. The input end of the intelligent network management detection module is connected with an infrared remote control unit and the output end of the intelligent network management detection module is connected with a water quantity detecting system. The distributed data processing base station comprises a big data signal processing module, and the output end of the big data signal processing module is connected with a big data analyzing module and a processing decision-making module. The big data analyzing module carries out data exchange with the airborne management device, and the processing decision-making module performs data exchange with the ground receiving base station. The platform meets the needs for storage and analysis of huge amount of data and low-latency data acquisition.
Description
Technical field
The present invention relates to Agricultural Monitoring technical field, specially a kind of modern agriculture monitoring system based on Internet of Things.
Background technology
Agricultural is considered as the lifeblood of national economy, the source of the basic necessities of life of the common people since ancient times, and existence is originally.According to 2009
The statistics in year, China's per capita area of cultivated farmland is only 0.08 hectare, is equivalent to the 40% of world average level, even so, China one
The population in the world 22% is supported in the straight arable land relying on the Jin Zhan world 7%, and the industrialization of China, Development of China's Urbanization are quickly sent out in recent years
Exhibition, but the development of agricultural is substantially delayed, and it is faced with a series of severe challenge: Agriculture production and management is mostly with family as list
Position, scale is less, and market is larger to agricultural product demand simultaneously, and little production is obvious with the contradiction in big market；Natural disaster is multiple heavy
Send out, agricultural infrastructure is weak, combats a natural disaster mitigation ability low；Agricultural product production cost constantly rises, and industrialization level is low, compares effect
The low contradiction of benefit is more prominent；The Ecological environment pressure of agricultural is big, and surpass the world average level 4 times of fertilizer amount, every year
About 1,800,000 tons pesticide dosage etc., causes soil and water pollution constantly to aggravate.
Content of the invention
For problem above, the invention provides a kind of modern agriculture monitoring system based on Internet of Things, design and Implement
The basic cloud platform system of modern agriculture network monitoring system for things, to meet the webservice interface mode of restful specification
The infrastructure service of offer system, the such as reception of sensor network data, etl, storage, displaying, equipment remotely control, agricultural product are given birth to
Life cycle management etc., reduces the interference of the factors such as landform it is ensured that communication quality, can be with the problem in effectively solving background technology.
For achieving the above object, the present invention provides a kind of following technical scheme: modern agriculture monitoring system based on Internet of Things
System, including airborne management equipment and ground receiver base station, the communication link of described airborne management equipment and ground receiver base station it
Between be connected with distributed data processing base station, described airborne management equipment includes intelligent network management detection module, described intelligent network management
The input of detection module is connected with infrared remote control unit, and the outfan of intelligent network management detection module is connected with water quantity detecting system
System；Described ground receiver base station includes central server, and central server is built-in with interactive database, described central server
Input be connected with monitoring of tools administrative unit, central server is also associated with agricultural product management equipment；Described distributed number
Include big data signal processing module according to processing base station, the outfan of described big data signal processing module is also associated with big data
Analysis module and process decision-making module, described big data analysis module and airborne management equipment carry out data exchange, process decision-making
Module and ground receiver base station carry out data exchange.
As a kind of preferred technical scheme of the present invention, described intelligent network management detection module includes main control chip, described master
Control chip adopts the process chip of the armnuc950 series of 32, and the data terminal of main control chip is connected with local data monitoring
Module, the outfan of main control chip is connected with video monitor unit.
As a kind of preferred technical scheme of the present invention, described infrared remote control unit includes infrared detector and electrostatic induction
Unit, the outfan of described infrared detector is connected with modem, and the outfan of described modem is connected with band logical
Wave filter, described band filter is connected to the data terminal of electrostatic induction unit.
As a kind of preferred technical scheme of the present invention, described water yield detecting system includes soil moisture detection module and work(
Rate actuator, the outfan of described soil moisture detection module is connected with threshold value setting module by data collecting card.
As a kind of preferred technical scheme of the present invention, described monitoring of tools administrative unit includes data codec and net
Network distributor, the outfan of described network configurator is connected with wireless data management module, described wireless data management module
Outfan is connected with data storage.
As a kind of preferred technical scheme of the present invention, described agricultural product management equipment includes temperature sensor, humidity passes
Sensor and gas concentration controller, the outfan of described gas concentration controller is connected with data checking module, and data proofreads mould
The outfan of block is connected with gas concentration converting unit.
As a kind of preferred technical scheme of the present invention, described big data analysis module includes pretreatment module, described pre-
The outfan of processing module is connected to the pre- broadcasting module of weather and agricultural product price market detection module, and described weather is broadcast in advance
Report module is all connected with data information administrative unit with the outfan of agricultural product price market detection module.
As a kind of preferred technical scheme of the present invention, described process decision-making module be also associated with omnidirectional camera and
Gps localizer, the data terminal of described gps localizer is connected with omnidirectional camera by level conversion unit.
Compared with prior art, the invention has the beneficial effects as follows: should modern agriculture monitoring system based on Internet of Things, adopt
Abstract for the background business logic web service for meeting restful standard is simultaneously serviced by the originating party formula of AM/BAM independence, leads to
Cross and open these interface service, third party developer can easily access, and the open service being provided using the system is made
For the support backstage of its Internet of Things application, carry out the management of equipment, the storage of data, process etc., be mainly concerned with User logs in,
Data transfer, control instruction such as issue at the safety of process.The safe interface that system is classified according to the demand of business, design, right
In the interface of low-security and high-transmission efficiency requirements, using the apikey of individual equipment isolation, and by the side of md5 time salt
The cipher mode that formula is converted in time to apikey carries out data transmission certification.For the interface of high security demand, right
Data is transmitted by the way of public, private encryption recklessly.This platform be disclosure satisfy that and processes the data storage of magnanimity, analyzes and prolonged with low
The demand of data acquisition late.
Brief description
Fig. 1 is present configuration schematic diagram；
Fig. 2 is control module circuit theory diagrams.
The airborne management equipment of in figure: 1-；2- ground receiver base station；3- distributed data processing base station；4- intelligent network management is examined
Survey module；5- infrared remote control unit；6- water yield detecting system；7- central server；8- monitoring of tools administrative unit；9- agricultural product
Management equipment；10- big data signal processing module；11- big data analysis module；12- processes decision-making module；13- main control chip；
14- local data monitoring module；15- video monitor unit；16- infrared detector；17- electrostatic induction unit；18- modulation /demodulation
Device；19- band filter；20- soil moisture detection module；21- power governor；22- data collecting card；23- threshold value sets
Module；24- interactive database；25- data codec；26- network configurator；27- wireless data management module；28- number
According to memorizer；29- temperature sensor；30- humidity sensor；31- gas concentration controller；32- data checking module；33- gas
Bulk concentration converting unit；34- pretreatment module；The pre- broadcasting module of 35- weather；36- agricultural product price market detection module；37-
Data information administrative unit；38- omnidirectional camera；39-gps localizer；40- level conversion unit.
Specific embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clear, complete
Site preparation description is it is clear that described embodiment is only a part of embodiment of the present invention, rather than whole embodiments.It is based on
Embodiment in the present invention, it is every other that those of ordinary skill in the art are obtained under the premise of not making creative work
Embodiment, broadly falls into the scope of protection of the invention.
Embodiment:
Refer to Fig. 1 and Fig. 2, the present invention provides a kind of a kind of technical scheme: modern agriculture monitoring system based on Internet of Things, bag
Include airborne management equipment 1 and ground receiver base station 2, between described airborne management equipment 1 and the communication link of ground receiver base station 2
It is connected with distributed data processing base station 3, described airborne management equipment 1 includes intelligent network management detection module 4, described intelligent network management
Detection module 4 includes main control chip 13, and described main control chip 13 adopts the process chip of the armnuc950 series of 32, and main
The data terminal of control chip 13 is connected with local data monitoring module 14, and the outfan of main control chip 13 is connected with video monitor unit
15；
The input of described intelligent network management detection module 4 is connected with infrared remote control unit 5, and described infrared remote control unit 5 includes red
External detector 16 and electrostatic induction unit 17, the outfan of described infrared detector 16 is connected with modem 18, described tune
The outfan of modulator-demodulator 18 is connected with band filter 19, and described band filter 19 is connected to the number of electrostatic induction unit 17
According to end, the outfan of intelligent network management detection module 4 is connected with water yield detecting system 6, and described water yield detecting system 6 includes the soil water
Divide detection module 20 and power governor 21；
The outfan of described soil moisture detection module 20 is connected with threshold value setting module 23 by data collecting card 22；Described
Ground receiver base station 2 includes central server 7, and central server 7 is built-in with interactive database 24, described central server 7
Input be connected with monitoring of tools administrative unit 8, described monitoring of tools administrative unit 8 includes data codec 25 and network
Distributor 26, the outfan of described network configurator 26 is connected with wireless data management module 27, described wireless data management mould
The outfan of block 27 is connected with data storage 28, and central server 7 is also associated with agricultural product management equipment 9, described agricultural production
Product management equipment 9 includes temperature sensor 29, humidity sensor 30 and gas concentration controller 31, described gas concentration controller
31 outfan is connected with data checking module 32, and the outfan of data checking module 31 is connected with gas concentration converting unit
33；
Described distributed data processing base station 3 includes big data signal processing module 10, described big data signal processing module 10
Outfan be also associated with big data analysis module 11 and process decision-making module 12, described big data analysis module 11 includes pre- place
Reason module 34, the outfan of described pretreatment module 34 is connected to the pre- broadcasting module of weather 35 and the inspection of agricultural product price market
Survey module 36, the outfan of the pre- broadcasting module 35 of described weather and agricultural product price market detection module 36 all with data information pipe
Reason unit 37 is connected, and described big data analysis module 11 carries out data exchange, described process decision model with airborne management equipment 1
Block 12 is also associated with omnidirectional camera 38 and gps localizer 39, and the data terminal of described gps localizer 39 passes through level conversion list
Unit 40 is connected with omnidirectional camera 38, processes decision-making module 12 and carries out data exchange with ground receiver base station 2.
(1) described intelligent gateway module, is broadly divided into data local monitor, agricultural facility controls and three sons of video monitoring
Module, data local monitor is primarily referred to as sensor acquisition and transmits to gateway to after data, and gateway is except uploading the data to cloud
Outside platform, also can be shown by operating in the local program on gateway, be the redundancy to cloud system；Equally also can pass through
Local program is controlled to agricultural facility, for example, control the general equipment of filling to operate in the case that humidity is low；Video monitoring module
Agricultural facility function situation can be monitored, record crop growth situation etc.；
(2) described monitoring of tools module, in systems, sensor device is all slaves to a facilities and equipment and (can be equal to net
Pass equipment), awareness apparatus management module can be managed to sensor device, can carry out additions and deletions and change the operation such as looking into；Data management
Refer to visualization, to the perception data getting, in addition to being shown in the way of data, can also graphically look into
See；Data-triggered action management is value, and user arranges the monitoring rules of an automatization to perception data, such as when temperature reaches
After certain level, the required movement that a control cooling system runs can be triggered；Equipment remotely control refers to set for controlled
Standby, can send control instruction by system makes it operate；
(3) described agricultural product management module, knowledge cultivated by main inclusion means of production management, agricultural product growth management, agricultural product
Storehouse and agricultural product are sold and are traced to the source.Means of production management is primarily referred to as recording an agriculture in systems by informationalized means
The goods entry, stock and sales situation of the used means of production in agricultural production in field, for example, record the purchase of seed, chemical fertilizer, pesticide etc., make
With and situations such as stock；Agricultural product production management is primarily referred to as harvesting whole growth by system record agricultural product from being seeded into
Situations such as stage be managed situation, such as record fertilising, weeding, deinsectization；Knowledge base cultivated by agricultural product is by setting up one
The knowledge base of individual crop growth management carrys out guiding agricultural production, and guiding agricultural production person selects the suitable sowing time, carries out
Pest and disease damage prevention and improvement etc.；
(4) described big data analysis and decision-making module, main inclusion agricultural product price prediction, decision-making of production management analysis and business
Industry intelligence multidimensional analysis.Agricultural product price is predicted, refers to go through by using big data analytical technology is substantial amounts of to the whole nation accumulating
History agricultural product price data is analyzed, thus realize the price trend following to agricultural product being predicted, to assist agriculture life
Product person selects rational kind and time to carry out agricultural production.Decision-making of production management analysis is primarily referred to as, and is analyzed by big data
During the agricultural product creation data to accumulation for the technology, such as breed of crop, residing temperature, humidity, gas concentration, fertility etc., enter
Row analysis, obtains the knowledge base that a production estimation is cultivated, guiding agricultural production；Business intelligence multidimensional analysis refers to by profit
With Business intelligence, multidimensional analysis is carried out to the data in system data warehouse, with guiding agricultural production decision-making；
(5) described data information module, mainly includes weather data, agricultural product price market, INDUSTRY OVERVIEW and specialist system.My god
Destiny evidence refers to inquire about the local real-time weather situation in farm and weather forecast in systems, to assist agricultural producer
Do decision-making；By agricultural product price market module, agricultural producer can inquire about real-time agricultural product price, helps it to select rationally
Agricultural product Time To Market, can with query history price trend, assist its select rational agricultural product kind and plantation when
Between；INDUSTRY OVERVIEW module can check some popular INDUSTRY OVERVIEW；In expert system module, agricultural producer can consult to expert
Ask the relevant issues of agricultural production.
Should modern agriculture monitoring system based on Internet of Things, using the originating party formula of AM/BAM independence and Batch Processing patrolled
Collect the abstract web service for meeting restful standard to service, by these interface service open, third party developer
Can easily access, and the support backstage that the open service being provided by the use of the system is applied as its Internet of Things, carry out equipment
Management, the storage of data, process etc., be mainly concerned with User logs in, the safety of the process such as data transfer, control instruction issue
Property.The safe interface that system is classified according to the demand of business, design, for the interface of low-security and high-transmission efficiency requirements,
Using the apikey of individual equipment isolation, and the encryption side by way of md5 time salt, apikey being converted in time
Formula carries out data transmission certification.For the interface of high security demand, data is passed by the way of public, private encryption recklessly
Defeated.This platform disclosure satisfy that the demand of the data storage, analysis and low latency data acquisition that process magnanimity.
The foregoing is only presently preferred embodiments of the present invention, not in order to limit the present invention, all essences in the present invention
Any modification, equivalent and improvement made within god and principle etc., should be included within the scope of the present invention.
Claims (8)
1. a kind of modern agriculture monitoring system based on Internet of Things, including airborne management equipment (1) and ground receiver base station (2),
It is connected with distributed data processing base station between described airborne management equipment (1) and the communication link of ground receiver base station (2)
(3) it is characterised in that: described airborne management equipment (1) includes intelligent network management detection module (4), and described intelligent network management detects mould
The input of block (4) is connected with infrared remote control unit (5), and the outfan of intelligent network management detection module (4) is connected with water yield detection
System (6)；Described ground receiver base station (2) includes central server (7), and central server (7) is built-in with interactive database
(24), the input of described central server (7) is connected with monitoring of tools administrative unit (8), and central server (7) is also associated with
Agricultural product management equipment (9)；Described distributed data processing base station (3) includes big data signal processing module (10), described big
The outfan of data signal processing module (10) is also associated with big data analysis module (11) and processes decision-making module (12), described
Big data analysis module (11) and airborne management equipment (1) carry out data exchange, process decision-making module (12) and ground receiver base
Stand (2) carry out data exchange.
2. a kind of modern agriculture monitoring system based on Internet of Things according to claim 1 it is characterised in that: described intelligence
Webmaster detection module (4) includes main control chip (13), and described main control chip (13) adopts the process of the armnuc950 series of 32
Chip, and the data terminal of main control chip (13) is connected with local data monitoring module (14), the outfan of main control chip (13) is even
It is connected to video monitor unit (15).
3. a kind of modern agriculture monitoring system based on Internet of Things according to claim 1 it is characterised in that: described infrared
RCU (5) includes infrared detector (16) and electrostatic induction unit (17), and the outfan of described infrared detector (16) is even
It is connected to modem (18), the outfan of described modem (18) is connected with band filter (19), described band logical filter
Ripple device (19) is connected to the data terminal of electrostatic induction unit (17).
4. a kind of modern agriculture monitoring system based on Internet of Things according to claim 1 it is characterised in that: the described water yield
Detecting system (6) includes soil moisture detection module (20) and power governor (21), described soil moisture detection module (20)
Outfan be connected with threshold value setting module (23) by data collecting card (22).
5. a kind of modern agriculture monitoring system based on Internet of Things according to claim 1 it is characterised in that: described equipment
Monitoring management unit (8) includes data codec (25) and network configurator (26), the output of described network configurator (26)
End is connected with wireless data management module (27), the outfan of described wireless data management module (27) and data storage (28)
It is connected.
6. a kind of modern agriculture monitoring system based on Internet of Things according to claim 1 it is characterised in that: described agricultural production
Product management equipment (9) includes temperature sensor (29), humidity sensor (30) and gas concentration controller (31), and described gas is dense
The outfan of degree controller (31) is connected with data checking module (32), and the outfan of data checking module (31) is connected with gas
Concentration converting unit (33).
7. a kind of modern agriculture monitoring system based on Internet of Things according to claim 1 it is characterised in that: described big number
Include pretreatment module (34) according to analysis module (11), the outfan of described pretreatment module (34) is connected to weather and broadcasts in advance
Report module (35) and agricultural product price market detection module (36), the pre- broadcasting module (35) of described weather and agricultural product price market
The outfan of detection module (36) is all connected with data information administrative unit (37).
8. a kind of modern agriculture monitoring system based on Internet of Things according to claim 1 it is characterised in that: described process
Decision-making module (12) is also associated with omnidirectional camera (38) and gps localizer (39), the data terminal of described gps localizer (39)
It is connected with omnidirectional camera (38) by level conversion unit (40).
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| Application Number | Priority Date | Filing Date | Title |
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| CN201610909395.6A CN106339023A (en) | 2016-10-19 | 2016-10-19 | Internet-of-things-based modern agricultural monitoring system |
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| Application Number | Priority Date | Filing Date | Title |
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| CN201610909395.6A CN106339023A (en) | 2016-10-19 | 2016-10-19 | Internet-of-things-based modern agricultural monitoring system |
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109345405A (en) * | 2018-06-12 | 2019-02-15 | 山东省农业可持续发展研究所 | A kind of agricultural data pair system and matching method |
| CN109670978A (en) * | 2018-11-28 | 2019-04-23 | 栖霞龙蒲五金有限责任公司 | Visualize wisdom agricultural system |
-
2016
- 2016-10-19 CN CN201610909395.6A patent/CN106339023A/en active Pending
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109345405A (en) * | 2018-06-12 | 2019-02-15 | 山东省农业可持续发展研究所 | A kind of agricultural data pair system and matching method |
| CN109670978A (en) * | 2018-11-28 | 2019-04-23 | 栖霞龙蒲五金有限责任公司 | Visualize wisdom agricultural system |
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