CN109685678A - Domestic animal intelligence management system for breeding and method based on big data technology - Google Patents
Domestic animal intelligence management system for breeding and method based on big data technology Download PDFInfo
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- CN109685678A CN109685678A CN201811621144.3A CN201811621144A CN109685678A CN 109685678 A CN109685678 A CN 109685678A CN 201811621144 A CN201811621144 A CN 201811621144A CN 109685678 A CN109685678 A CN 109685678A
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- 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—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
- G06Q50/02—Agriculture; Fishing; Mining
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- A—HUMAN NECESSITIES
- A01—AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
- A01K—ANIMAL HUSBANDRY; CARE OF BIRDS, FISHES, INSECTS; FISHING; REARING OR BREEDING ANIMALS, NOT OTHERWISE PROVIDED FOR; NEW BREEDS OF ANIMALS
- A01K29/00—Other apparatus for animal husbandry
- A01K29/005—Monitoring or measuring activity, e.g. detecting heat or mating
Abstract
The present invention provides a kind of domestic animal intelligence management system for breeding and method based on big data technology, is related to domestic animal intelligence cultural technique field.The system includes data acquisition module, data transmission module, cultivation field computation center and cloud computing center；Data collecting module collected determines six factor datas of livestock culturing level height, and is transferred to cultivation field computation center；Six factor datas are transferred to cloud computing center by data transmission module again by cultivation field computation center；Six factor datas are established 5+1 animal value models and handled by cloud computing center, and by processing result feedback to cultivation field computation center, cultivation field computation center issues the terminal device of control instruction control farm.Optimal aquaculture management scheme is fed back to intelligence cultivation terminal device by cloud computing center, realizes the intelligent feeding management to domestic animal by the domestic animal intelligence management system for breeding and method based on big data technology that the present invention mentions.
Description
Technical field
The present invention relates to domestic animal intelligence cultural technique field more particularly to a kind of domestic animal intelligence based on big data technology
Change management system for breeding and method.
Background technique
In recent years, livestock culturing management system developed slowly, mainly based on traditional labor management, small portion's large size agriculture
The heavy livestock farm for herding company gradually adopts some management system for breeding based on Internet of Things.But these management systems are most
Be based on mechanization, such as use positive feed stockline, part farm use some technology of Internet of things, utilize some temperature
Degree, humidity, carbon dioxide, the temperature and humidity of ammonia gas sensor detection column home, carbon dioxide, ammonia concentration, when some Indexes Abnormalities
When some alarm measures are provided, mitigate the intensity, amplitude and difficulty of labor management.But these measure management are limited in scope, essence
It is poor to spend, and is difficult to Collaboration from each other, only one to domestic animal big environment does some monitoring, it is difficult to realize the life to domestic animal
Long situation breeds situation, a fining, real time implementation, collaborative, onlineization monitoring and the pipe of health condition and production cost
Reason, and it is for statistical analysis to acquire data, is improved.
Summary of the invention
It is a kind of based on big data technology the technical problem to be solved by the present invention is in view of the above shortcomings of the prior art, provide
Domestic animal intelligence management system for breeding and method, realize to domestic animal intelligence cultivate.
In order to solve the above technical problems, the technical solution used in the present invention is: on the one hand, the present invention provides one kind and is based on
In the domestic animal intelligence management system for breeding of big data technology, including data acquisition module, data transmission module, cultivation field computation
The heart and cloud computing center；
The data acquisition module determines the six of livestock culturing level height by the data acquisition equipment acquisition of farm
A factor data, and these data are transferred to cultivation field computation center；Field computation center is cultivated again by six elements of storage
Data are transferred to cloud computing center by data transmission module；Six factor datas are established 5+1 animal by the cloud computing center
Value models handle six factor datas, and processing result feedback is cultivated in field computation to cultivation field computation center
The heart issues the terminal device of control instruction control farm；
Six elements include animal gene, nutrition, bio-safety, environmental Kuznets Curves, production management and detection, acquisition
Six factor datas include the gene data of animal, nutrition data, bio-safety data, image feature data, temperature, humidity,
Sound and behavioral data, environmental factor data.
Preferably, the data acquisition equipment includes genetic analysis equipment, nutrition monitoring device, animal doctor's detection device, view
Feel sensor and environment sensor system.
Preferably, the environment sensor system includes temperature sensor, humidity sensor, carbon dioxide sensor, ammonia
Gas sensor and sound transducer.
Preferably, the data transmission module using wifi transmission, optical fiber transmission or 4G transmission, 5G transmission in it is any or
A variety of transmission modes.
Preferably, the animal gene, nutrition, bio-safety, environmental Kuznets Curves, production management and the particular content of detection
Are as follows:
Animal gene: the variety problem of domestic animal itself determines domestic animal biological property；
Nutrition: domestic animal is links the provided nutrition of growth the case where；
Bio-safety: the health condition of domestic animal during the growth process, the prevention and control of great epidemic disease；
Environmental Kuznets Curves: the control of domestic animal column home external environment in process of production；
Production management: the whole administrative situation of domestic animal in process of production；
Detection: for standby and newly into the detection of the health condition of kind of livestock and poultry.
On the other hand, the domestic animal intelligence aquaculture management method based on big data technology that the present invention also provides a kind of, including
Following part:
By the genetic analysis equipment of data acquisition module, nutrition monitoring device, animal doctor's detection device, visual sensor,
Temperature sensor, humidity sensor, carbon dioxide sensor, ammonia gas sensor and sound transducer acquire the six of animal-breeding
A factor data specifically includes gene data, nutrition data, bio-safety data, image feature data, temperature, humidity, sound
And behavioral data, environmental factor data；
Six factor datas of acquisition are saved in cultivation field computation center, then pass through data transmission module for acquisition
Data are stored in cloud computing center；
Cloud computing center establishes 5+1 animal value models to six factor datas, handles six factor datas, real
It is existing:
Gene control: for the female domestic animals information of acquisition, technology is matched according to gene, cloud computing center recommends optimal kind
Livestock and poultry gene gives corresponding female domestic animals, is bred using artificial breeding technology；
Accurate nutrition: raiseeing the growth phase of itself for every boss, feeds letter by the domestic animal stored with cloud computing center
Breath interaction compares and livestock nutrition structural model analysis, by the way that the accurate feeding equipment of accurate discharge can be achieved, at regular time and quantity
It launches and the most suitable matched feed of the domestic animal；Simultaneously in the accurate detectable domestic animal hopper of feeding equipment feed remaining feelings
Condition, and feed back information to cultivation field computation center；The feed intake situation of the field computation central record domestic animal is cultivated, and according to adopting
Appetite situation reacts the health condition of the domestic animal；If the feed intake of the domestic animal relatively large deviation occurs relative to setting value, by shape
Cattle management personnel are fed back at warning information, so that cattle management personnel carry out checking adjustment in time；
Environmental Kuznets Curves monitoring: by the temperature sensor that is configured on the accurate feeding equipment of farm, humidity sensor,
Carbon dioxide sensor, ammonia gas sensor examine the body temperature of the domestic animal, the humidity of the field, carbon dioxide, ammonia concentration
It surveys, and will test information and feed back to cultivation field computation center and cloud computing center, record the column home feeding environment of the domestic animal；Once
The environmental index of column home feeding environment is abnormal, and abnormal conditions are alarmed onto the display screen of accurate feeding equipment rapidly, simultaneously will
Alarm signal is pushed to administrator, and a line aquaculture management personnel is notified to handle.
The beneficial effects of adopting the technical scheme are that the domestic animal provided by the invention based on big data technology
Intelligent management system for breeding and method, animal gene, nutrition, bio-safety, ring control, production management and detection " 5+1 is wanted
Element " is solved using digitizing solution；This " 5+1 element " is extremely complex interaction and value adjustment, and the method for the present invention is them
It is moved on the internet having by artificial intelligence big data analysis ability from traditional farm, by establishing artificial intelligence cloud meter
The growing state in domestic animal each stage is transferred to cloud computing center, cloud computing center warp by some column smart machines by calculation center
Calculating analysis is crossed, optimal aquaculture management scheme is fed back into intelligence cultivation terminal device, feeding management is carried out to domestic animal, to reach
To the management mode of optimization.It gets through 5+1 animal value models and changes online, with modern genetic engineering technology, find and train
Educate the animal gene of most suitable human demand.
Detailed description of the invention
Fig. 1 is the structural frames of the domestic animal intelligence management system for breeding provided in an embodiment of the present invention based on big data technology
Figure；
Fig. 2 is provided in an embodiment of the present invention using the domestic animal intelligence management system for breeding progress based on big data technology
The flow diagram of management.
Specific embodiment
With reference to the accompanying drawings and examples, specific embodiments of the present invention will be described in further detail.Implement below
Example is not intended to limit the scope of the invention for illustrating the present invention.
The present embodiment is cultivated by taking certain livestock culturing field as an example using the domestic animal intelligence of the invention based on big data technology
Management system and method carry out intelligent management to the farm.
Domestic animal intelligence management system for breeding based on big data technology, as shown in Figure 1, including data acquisition module, number
According to transmission module, cultivation field computation center and cloud computing center；
The data acquisition module determines the six of livestock culturing level height by the data acquisition equipment acquisition of farm
A factor data, and these data are transferred to cultivation field computation center by data transmission module；Cultivate field computation center again
Six factor datas of storage are transferred to cloud computing center by data transmission module；The cloud computing center is by six elements
Data establish 5+1 animal value models, handle six factor datas, and by processing result feedback into cultivation field computation
The heart, cultivation field computation center issue the terminal device of control instruction control farm.
The data acquisition equipment includes genetic analysis equipment, nutrition monitoring device, animal doctor's detection device, visual sensor
And environment sensor system；
The environment sensor system includes temperature sensor, humidity sensor, carbon dioxide sensor, ammonia gas sensor
And sound transducer.
Six elements include animal gene, nutrition, bio-safety, environmental Kuznets Curves, production management and detection, acquisition
Six factor datas include the gene data of animal, nutrition data, bio-safety data, image feature data, temperature, humidity,
Sound and behavioral data, environmental factor data；
The data transmission module is using any one or more biographies in wifi transmission, optical fiber transmission or 4G transmission, 5G transmission
Defeated mode.
The animal gene, nutrition, bio-safety, environmental Kuznets Curves, production management and detection specifically:
Animal gene: the variety problem of domestic animal itself determines domestic animal biological property；
Nutrition: domestic animal is links the provided nutrition of growth the case where；
Bio-safety: the health condition of domestic animal during the growth process, the prevention and control of great epidemic disease；
Environmental Kuznets Curves: the control of domestic animal column home external environment in process of production；
Production management: the whole administrative situation of domestic animal in process of production；
Detection: for standby and newly into the detection of the health condition of kind of livestock and poultry.
The method being managed using the domestic animal intelligence management system for breeding of the invention based on big data technology is such as schemed
Shown in 2, including following part:
By the genetic analysis equipment of data acquisition module, nutrition monitoring device, animal doctor's detection device, visual sensor,
Temperature sensor, humidity sensor, carbon dioxide sensor, ammonia gas sensor and sound transducer acquire the six of animal-breeding
A factor data specifically includes gene data, nutrition data, bio-safety data, image feature data, temperature, humidity, sound
And behavioral data, environmental factor data；
Six factor datas of acquisition are saved in cultivation field computation center, are then passed by data transmission module with optical fiber
The data of acquisition are stored in cloud computing center by defeated mode；
Cloud computing center establishes 5+1 animal value models to six factor datas, handles six factor datas, real
It is existing:
Gene control: for the female domestic animals information of acquisition, technology is matched according to gene, cloud computing center recommends optimal kind
Livestock and poultry gene (male semen) gives corresponding female domestic animals, is bred using artificial breeding technology；
Accurate nutrition: raiseeing the growth phase of itself for every boss, feeds letter by the domestic animal stored with cloud computing center
Breath interaction compares and livestock nutrition structural model analysis, by the way that the accurate feeding equipment of accurate discharge can be achieved, at regular time and quantity
It launches and the most suitable matched feed of the domestic animal；Simultaneously in the accurate detectable domestic animal hopper of feeding equipment feed remaining feelings
Condition, and feed back information to cultivation field computation center；The feed intake situation of the field computation central record domestic animal is cultivated, and according to adopting
Appetite situation reacts the health condition of the domestic animal；If the feed intake of the domestic animal relatively large deviation occurs relative to setting value, by shape
Cattle management personnel are fed back at warning information, so that cattle management personnel carry out checking adjustment in time；
Environmental Kuznets Curves monitoring: by the temperature sensor that is configured on the accurate feeding equipment of farm, humidity sensor,
Carbon dioxide sensor, ammonia gas sensor examine the body temperature of the domestic animal, the humidity of the field, carbon dioxide, ammonia concentration
It surveys, and will test information and feed back to cultivation field computation center and cloud computing center, record the column home feeding environment of the domestic animal；Once
The environmental index of column home feeding environment is abnormal, and abnormal conditions are alarmed onto the display screen of accurate feeding equipment rapidly, simultaneously will
Alarm signal is pushed to administrator, and a line aquaculture management personnel is notified to handle.
Finally, it should be noted that the above embodiments are merely illustrative of the technical solutions of the present invention, rather than its limitations；Although
Present invention has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that: it still may be used
To modify to technical solution documented by previous embodiment, or some or all of the technical features are equal
Replacement；And these are modified or replaceed, model defined by the claims in the present invention that it does not separate the essence of the corresponding technical solution
It encloses.
Claims (6)
1. a kind of domestic animal intelligence management system for breeding based on big data technology, it is characterised in that: including data acquisition module,
Data transmission module, cultivation field computation center and cloud computing center；
The data acquisition module determines that six of livestock culturing level height are wanted by the data acquisition equipment acquisition of farm
Prime number evidence, and these data are transferred to cultivation field computation center；Field computation center is cultivated again by six factor datas of storage
Cloud computing center is transferred to by data transmission module；Six factor datas are established 5+1 animal value by the cloud computing center
Model handles six factor datas, and by processing result feedback to cultivation field computation center, cultivation field computation center is sent out
The terminal device of control instruction control farm out；
Six elements include animal gene, nutrition, bio-safety, environmental Kuznets Curves, production management and detection, and six of acquisition
Factor data includes gene data, nutrition data, bio-safety data, the image feature data, temperature, humidity, sound of animal
And behavioral data, environmental factor data.
2. the domestic animal intelligence management system for breeding according to claim 1 based on big data technology, it is characterised in that: institute
Stating data acquisition equipment includes genetic analysis equipment, nutrition monitoring device, animal doctor's detection device, visual sensor and environmentally sensitive
Device system.
3. the domestic animal intelligence management system for breeding according to claim 1 based on big data technology, it is characterised in that: institute
Stating environment sensor system includes temperature sensor, humidity sensor, carbon dioxide sensor, ammonia gas sensor and sound sensor
Device.
4. the domestic animal intelligence management system for breeding according to claim 1 based on big data technology, it is characterised in that: institute
Data transmission module is stated using any one or more transmission modes in wifi transmission, optical fiber transmission or 4G transmission, 5G transmission.
5. the domestic animal intelligence management system for breeding according to claim 1 based on big data technology, it is characterised in that: institute
State animal gene, nutrition, bio-safety, environmental Kuznets Curves, production management and the particular content of detection are as follows:
Animal gene: the variety problem of domestic animal itself determines domestic animal biological property；
Nutrition: domestic animal is links the provided nutrition of growth the case where；
Bio-safety: the health condition of domestic animal during the growth process, the prevention and control of great epidemic disease；
Environmental Kuznets Curves: the control of domestic animal column home external environment in process of production；
Production management: the whole administrative situation of domestic animal in process of production；
Detection: for standby and newly into the detection of the health condition of kind of livestock and poultry.
6. a kind of domestic animal intelligence aquaculture management method based on big data technology, it is characterised in that: including following part:
Pass through the genetic analysis equipment of data acquisition module, nutrition monitoring device, animal doctor's detection device, visual sensor, temperature
Sensor, humidity sensor, carbon dioxide sensor, ammonia gas sensor and sound transducer acquisition six of animal-breeding are wanted
Prime number evidence specifically includes gene data, nutrition data, bio-safety data, image feature data, temperature, humidity, sound and row
For data, environmental factor data；
Six factor datas of acquisition are saved in cultivation field computation center, then pass through data transmission module for the data of acquisition
It is stored in cloud computing center；
Cloud computing center establishes 5+1 animal value models to six factor datas, handles six factor datas, realizes:
Gene control: for the female domestic animals information of acquisition, technology is matched according to gene, cloud computing center recommends optimal kind of livestock and poultry
Gene gives corresponding female domestic animals, is bred using artificial breeding technology；
Accurate nutrition: raiseeing the growth phase of itself for every boss, feeds information by the domestic animal stored with cloud computing center and hands over
It mutually compares and livestock nutrition structural model analysis is launched at regular time and quantity by the way that the accurate feeding equipment of accurate discharge can be achieved
With the most suitable matched feed of the domestic animal；Simultaneously in the accurate detectable domestic animal hopper of feeding equipment feed remaining situation, and
Feed back information to cultivation field computation center；The feed intake situation of the field computation central record domestic animal is cultivated, and according to feed intake
Situation reacts the health condition of the domestic animal；If the feed intake of the domestic animal relatively large deviation occurs relative to setting value, will be formed pre-
Alert information feeds back to cattle management personnel, so that cattle management personnel carry out checking adjustment in time；
Environmental Kuznets Curves monitoring: pass through the temperature sensor, humidity sensor, dioxy configured on the accurate feeding equipment of farm
Change carbon sensor, ammonia gas sensor, the body temperature of the domestic animal, the humidity of the field, carbon dioxide, ammonia concentration detected,
And will test information and feed back to cultivation field computation center and cloud computing center, record the column home feeding environment of the domestic animal；Once column
The environmental index for giving up feeding environment is abnormal, and abnormal conditions are alarmed onto the display screen of accurate feeding equipment rapidly, while will report
Alert signal is pushed to administrator, and a line aquaculture management personnel is notified to handle.
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| Application Number | Priority Date | Filing Date | Title |
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| CN201811621144.3A CN109685678A (en) | 2018-12-28 | 2018-12-28 | Domestic animal intelligence management system for breeding and method based on big data technology |
| PCT/CN2019/070188 WO2020133560A1 (en) | 2018-12-28 | 2019-01-03 | Big data technology-based intelligent livestock breeding management system and method |
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| CN201811621144.3A CN109685678A (en) | 2018-12-28 | 2018-12-28 | Domestic animal intelligence management system for breeding and method based on big data technology |
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| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110199945A (en) * | 2019-06-05 | 2019-09-06 | 辽宁科技大学 | A kind of managing device intelligently cultivated with the more place wood frogs remotely monitored |
| CN110779575A (en) * | 2019-11-08 | 2020-02-11 | 河南牧业经济学院 | Animal husbandry monitoring system based on big data platform |
| CN110956211A (en) * | 2019-11-29 | 2020-04-03 | 华南农业大学 | Multi-mode information fusion-based method in livestock and poultry farm |
| CN110972993A (en) * | 2019-11-21 | 2020-04-10 | 华南农业大学 | Intelligent livestock and poultry breeding information management system and method based on cloud service |
| WO2021046785A1 (en) * | 2019-09-12 | 2021-03-18 | 钟杰东 | Plant and animal health monitoring and management system and method |
| CN113709260A (en) * | 2021-10-29 | 2021-11-26 | 湖南伟业动物营养集团股份有限公司 | Data analysis ODM system based on feed production thing networking |
| CN113924994A (en) * | 2021-10-27 | 2022-01-14 | 新疆农垦科学院 | Livestock health index monitoring, managing and analyzing system |
| WO2022126574A1 (en) * | 2020-12-18 | 2022-06-23 | 钟杰东 | Ai environment monitoring and ai diagnosis and treatment algorithm system and apparatus for animals and plants |
| CN116069206A (en) * | 2023-01-28 | 2023-05-05 | 厦门农芯数字科技有限公司 | Digital twinning-based visual pig farm management method, system and storage medium |
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| CN113709260A (en) * | 2021-10-29 | 2021-11-26 | 湖南伟业动物营养集团股份有限公司 | Data analysis ODM system based on feed production thing networking |
| CN116069206A (en) * | 2023-01-28 | 2023-05-05 | 厦门农芯数字科技有限公司 | Digital twinning-based visual pig farm management method, system and storage medium |
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