CN107046554A - Animal health intelligent monitor system and its data acquisition transmission and querying method - Google Patents
Animal health intelligent monitor system and its data acquisition transmission and querying method Download PDFInfo
- Publication number
- CN107046554A CN107046554A CN201610084358.6A CN201610084358A CN107046554A CN 107046554 A CN107046554 A CN 107046554A CN 201610084358 A CN201610084358 A CN 201610084358A CN 107046554 A CN107046554 A CN 107046554A
- Authority
- CN
- China
- Prior art keywords
- module
- data
- health
- information database
- animal
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
- 230000036541 health Effects 0.000 title claims abstract description 111
- 241001465754 Metazoa Species 0.000 title claims abstract description 80
- 238000000034 method Methods 0.000 title claims abstract description 27
- 230000005540 biological transmission Effects 0.000 title claims abstract description 25
- 230000003542 behavioural effect Effects 0.000 claims abstract description 97
- 238000012544 monitoring process Methods 0.000 claims abstract description 24
- 230000036449 good health Effects 0.000 claims abstract description 14
- 230000002452 interceptive effect Effects 0.000 claims abstract description 4
- 230000003993 interaction Effects 0.000 claims description 38
- 230000000694 effects Effects 0.000 claims description 30
- 238000012545 processing Methods 0.000 claims description 18
- 238000011156 evaluation Methods 0.000 claims description 10
- 238000012546 transfer Methods 0.000 claims description 5
- 230000003862 health status Effects 0.000 claims description 4
- 239000000284 extract Substances 0.000 claims description 3
- 230000001960 triggered effect Effects 0.000 claims description 3
- 230000006399 behavior Effects 0.000 description 20
- 230000037396 body weight Effects 0.000 description 4
- 238000012986 modification Methods 0.000 description 3
- 230000004048 modification Effects 0.000 description 3
- 206010044565 Tremor Diseases 0.000 description 2
- 230000013872 defecation Effects 0.000 description 2
- 238000003745 diagnosis Methods 0.000 description 2
- 239000003651 drinking water Substances 0.000 description 2
- 235000020188 drinking water Nutrition 0.000 description 2
- 238000005516 engineering process Methods 0.000 description 2
- 230000006870 function Effects 0.000 description 2
- 238000006748 scratching Methods 0.000 description 2
- 230000002393 scratching effect Effects 0.000 description 2
- 230000002159 abnormal effect Effects 0.000 description 1
- 238000013528 artificial neural network Methods 0.000 description 1
- 238000004891 communication Methods 0.000 description 1
- 230000001934 delay Effects 0.000 description 1
- 230000003111 delayed effect Effects 0.000 description 1
- 238000011161 development Methods 0.000 description 1
- 229940079593 drug Drugs 0.000 description 1
- 239000003814 drug Substances 0.000 description 1
- 238000010801 machine learning Methods 0.000 description 1
- 238000012423 maintenance Methods 0.000 description 1
- 238000004519 manufacturing process Methods 0.000 description 1
- 230000008569 process Effects 0.000 description 1
- 238000011160 research Methods 0.000 description 1
- 238000012552 review Methods 0.000 description 1
- 239000000126 substance Substances 0.000 description 1
Classifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/01—Protocols
- H04L67/02—Protocols based on web technology, e.g. hypertext transfer protocol [HTTP]
- H04L67/025—Protocols based on web technology, e.g. hypertext transfer protocol [HTTP] for remote control or remote monitoring of applications
-
- 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
- A01K29/00—Other apparatus for animal husbandry
- A01K29/005—Monitoring or measuring activity, e.g. detecting heat or mating
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/01—Protocols
- H04L67/12—Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/80—Services using short range communication, e.g. near-field communication [NFC], radio-frequency identification [RFID] or low energy communication
Landscapes
- Engineering & Computer Science (AREA)
- Signal Processing (AREA)
- Computer Networks & Wireless Communication (AREA)
- Life Sciences & Earth Sciences (AREA)
- Environmental Sciences (AREA)
- Biodiversity & Conservation Biology (AREA)
- Animal Husbandry (AREA)
- Biophysics (AREA)
- Health & Medical Sciences (AREA)
- Computing Systems (AREA)
- General Health & Medical Sciences (AREA)
- Medical Informatics (AREA)
- Measuring And Recording Apparatus For Diagnosis (AREA)
Abstract
The invention discloses a kind of animal health intelligent monitor system and its data acquisition transmission and querying method, the health monitoring systems include：Intelligent monitor system and intelligent terminal application, intelligent terminal application receive the animal data of harvester, and are identified as uploading after animal behavior；The expert system of intelligent monitor system is evaluated behavioral data, obtains health and warning information；Intelligent terminal is applied inquires about all kinds of health and fitness informations of Local or Remote by man-machine interactive system and enquiry module, and can receive healthiness alarm information；The animal health monitoring system can effectively mitigate the magnitude of data upload, improve the efficiency of transmission, the animal behavior information of medical reference value can also be provided with, and can be serviced by Implementation of Expert System intelligent diagnostics, the monitoring function for really having medical value is provided for the health supervision of animal.
Description
Technical field
Field, more particularly to intelligent monitor system and its data acquisition transmission and querying method are monitored the present invention relates to animal health.
Background technology
Recently as the high speed development of the commonly used and wearable portable sensor equipment of the smart machines such as smart mobile phone, tablet personal computer, PC,
Collected by wearable sensing equipment and handle animal --- the health and fitness information of pet is particularly, the mode that unusual condition early finds, early handled is realized
Become more and more popular.
At present, the research that the intelligence system in field is monitored for animal health is at the early-stage.Most monitoring systems gathers the weight of animals, body on the market
The conventional indexs such as temperature, moving situation, and the health status of animal is judged according to the situations of these indexs.These monitoring systems to sensing data not
Handled or only do simple process, data volume is big, transmission cost is high, and it is very poor to the judgement degree of accuracy of health, the index of use is nor medical treatment
Diagnosis index, system can not provide valuable information for pet doctor.
The content of the invention
The present invention provides a kind of comprising animal health intelligent monitor system and its data acquisition transmission and querying method, can gather motion, the sound of animal
The raw informations such as sound, body epidemic disaster, body weight, position, raw information can be identified as drinking water, urinated, defecation, feed, yelp, scratching,
The behavioural information such as tremble, health evaluating can be provided according to these behaviors and healthiness alarm is triggered, valuable information can be provided for pet doctor.
To achieve the above object, the present invention provides a kind of animal health intelligent monitor system, including：Harvester, intelligent terminal application and intelligence prison
Examining system.The intelligent terminal is applied and is connected with the intelligent monitor system by telecommunicatio networks such as Internet, TD-SCDMA or WCDMA,
The intelligent terminal is applied and is connected with harvester by short-haul connections nets such as bluetooth, wifi or infrared；
The harvester is used to gather animal data information；
Optionally, the harvester is by Wearable or fixed sensor group, gather the motion of animal, sound, body epidemic disaster, body weight,
The raw informations such as position.
The intelligent terminal application receives the animal data that the harvester is collected, and carries out Activity recognition to data, then by behavioral data
Pass to described intelligent monitor system；Described intelligent monitor system reception behavior features data, and commented by expert system according to these data progress health
Estimate, and healthiness alarm can be triggered according to assessment result；Described intelligent terminal application can by human-computer interaction module inquire about animal behavioural information,
Health evaluating information and healthiness alarm information, can real-time reception healthiness alarm notice.
Alternatively, the intelligent terminal apply including：Gathered data transport module, gathered data cache module, Activity recognition module, behavioral data
Cache module and behavioral data transport module.The gathered data transport module is connected with gathered data cache module, gathered data cache module and row
Connected for identification module, Activity recognition module is connected with behavioral data cache module, and behavioral data cache module is connected with behavioral data transport module.
The gathered data transport module is used for the animal data for receiving the harvester collection, and carries out being transferred to described institute after appropriate processing
State gathered data cache module；
The gathered data cache module is used to caching the animal data that receives, and it is data cached meet Activity recognition requirement when, be transferred to described
Activity recognition module；
The animal data collected is identified as the behavior of animal by the Activity recognition module, and animal behavior data are transferred into the behavioral data delayed
Storing module.
The behavioral data cache module is used to caching the animal behavior data that receive, and it is data cached meet Activity recognition requirement when, be transferred to
Described behavioral data transport module；
The behavioral data transport module is used for reception behavior features data, and transfers data to long-range intelligent monitor system；
Alternatively, the intelligent terminal application also includes：Human-computer interaction module, health and fitness information receiving module, warning information receiving module, reception number
According to cache module.The health and fitness information receiving module and warning information receiving module are connected with the intelligent monitor system, the reception data buffer storage mould
Block is connected with the health and fitness information receiving module and warning information receiving module, the human-computer interaction module and the gathered data cache module, behavior
Data cache module and reception data cache module connection.
The health and fitness information receiving module is used to receive the animal health information of the intelligent monitor system, and be transferred to after appropriate processing described
The reception data cache module；
The warning information receiving module is used to receiving the animal health warning information of the intelligent monitor system, and is transferred to after carrying out appropriate processing
The described reception data cache module；
The data cache module that receives is used to cache the animal health and warning information received, and is transferred to the man-machine interaction in reasonable time
Module；
Described human-computer interaction module receives the instruction of user, and according to instruction obtain the gathered data cache module, behavioral data cache module and
The data of data cache module are received, user is showed by display screen or voice after carrying out proper treatment；
Optionally, the intelligent terminal application also includes：Enquiry module.The enquiry module connects with the human-computer interaction module and intelligent monitor system
Connect.The enquiry module receives the query statement that human-computer interaction module is sent, and is transferred to intelligent monitor system after instruction is handled.
Optionally, the intelligent terminal application can be based on the exploitation of the main flow mobile platforms such as Android, IOS, Window 10 or customization
Hardware and software platform.
To achieve the above object, optionally, the intelligent monitor system includes：Behavioral data receiving module, behavioural information database, expert system,
Human-computer interaction module 2, warning information database and health and fitness information database.The behavioral data receiving module is connected with behavioural information database, OK
It is connected for information database with expert system, expert system is connected with warning information database and health and fitness information database, human-computer interaction module 2 and row
Connected for information database, warning information database and health and fitness information database.
The behavioral data receiving module is used to receive the behavioral data that the intelligent terminal application is uploaded, and carries out being stored in the row after appropriate processing
For information database；
The behavioural information that described behavioural information database purchase is received, the intelligent Evaluation for described expert system provides basic data.
The expert system extracts behavioral data from the behavioural information database, carries out intelligent Evaluation, and evaluation result is stored in into the health letter
Cease database.If health status triggers healthiness alarm, warning information is stored in the warning information database, and take at corresponding alarm
Measure is put, warning information is such as sent to responsible person concerned；
The health and fitness information that described health and fitness information database purchase is received, provides data for inquiry service module and human-computer interaction module 2 and supports；
The warning information that described warning information database purchase is received, provides data for inquiry service module and human-computer interaction module 2 and supports；
The human-computer interaction module 2 receives the instruction of user, and obtains the behavioural information database, warning information database and health according to instruction
Data in information database, user is showed after carrying out proper treatment by display screen or voice；
Optionally, the intelligent monitor system also includes：Inquire about service module and data notification sending module.The inquiry service module and alarm signal
Database and the connection of health and fitness information database are ceased, the data notification sending module is connected with expert system and inquiry service module.
The inquiry service module receives the query statement that intelligent terminal application is sent, and from the health and fitness information database, warning information data
Relevant information is extracted in storehouse, relevant information then is processed into Query Result is transferred to the data notification sending module；
The data notification sending module receives the Query Result information of the inquiry service module transmission, and the health for receiving the expert system transmission is alert
Notify breath, carry out proper treatment and be sent to the intelligent terminal application；
Optionally, what the intelligent monitor system can be developed or customized based on the main flow such as window, unix, mac desktop platform is soft or hard
Part platform.
To achieve the above object, the present invention provides a kind of data acquisition and transmission method of health monitoring systems, and this method includes：
The intelligent terminal application starts and checks whether the data for receiving the harvester, delays if data then transfer data to the collection
Storing module is cached；
The requirement whether data in cache module meet Activity recognition is gathered described in the Activity recognition module check, implements behavior knowledge if meeting
Not, the result of identification is transferred in described behavioral data cache module and cached；
The behavioral data transport module checks whether the data in the behavioral data cache module meet the requirement of transmission, by behavior if meeting
Data transfer is to the long-range intelligent monitor system；
The intelligent monitor system checks whether the behavioral data for receiving the intelligent terminal application, and caching counts to institute after then being handled if data
State in behavioural information database；
The expert system checks whether the data in the behavioural information database meet the requirement of health assessment, implements health if meeting and comments
Valency, obtains health assessment information and healthiness alarm information, is stored in respectively in the health and fitness information database and the warning information database；
The expert system checks whether the warning information in evaluation result meets the condition for sending alert notification, is pushed away if meeting with short message, message
The form such as send to send alarm and give corresponding responsibility people.
To achieve the above object, the present invention provides a kind of data query transmission method of health monitoring systems, and this method includes：
The human-computer interaction module of the intelligent terminal application receives the query statement of user, and query statement is sent into the enquiry module；
The enquiry module is handled the query statement received, and is transferred to the long-range intelligent checking system；
The intelligent monitor system implements inquiry operation after receiving the query statement of intelligent terminal application, and the result of inquiry is passed through into the data notification
Sending module is sent to the intelligent terminal application；
The receiving module of the intelligent terminal application receives the Query Result information of intelligent checking system, and carries out being sent to man-machine friendship after appropriate processing
Mutual system is shown.
The invention has the advantages that：
The present invention provides a kind of animal health intelligent monitor system and its intelligent terminal application, and the health monitoring systems include：Intelligent monitor system and intelligence
Can terminal applies.Intelligent terminal applies the raw animal health data for being used for collecting harvester collection, and is identified as being worth with medical diagnosis
Behavior；Intelligent monitor system is evaluated behavioral data by expert system, provides health assessment and warning information with expertise.Should
Animal health intelligent monitor system and its intelligent terminal application, combine the knowledge of Animal Medicine expert, thus can more accurately obtain with medical treatment
The information of diagnostic value, the intellectual monitoring of medical grade is provided for the health of animal.Simultaneously as behavioral data is that the height of harvester data is taken out
As and processing, data mitigate significantly in magnitude, so as to greatly reduce data transmission period and financial cost.
Brief description of the drawings
Fig. 1 is the structure chart of the animal health intelligent monitor system of the present invention；
Fig. 2 is the flow chart of the data acquisition and transmission method of the animal health intelligent monitor system of the present invention；
Fig. 3 is the flow chart of the data query method of the animal health intelligent monitor system of the present invention.
Embodiment
To make those skilled in the art more fully understand technical scheme, the present invention will be described in detail below in conjunction with the accompanying drawings.
Embodiment one
Fig. 1 is the embodiments of the invention provide the structure chart of animal health intelligent monitor system, as shown in figure 1, the system includes：Harvester 1,
Intelligent terminal applies 2 and intelligent monitor system 3.The intelligent terminal is connected using 2 with the harvester 1, the intelligent terminal using 2 with
The intelligent monitor system 3 is connected.Wherein, the harvester 1 is used to gather animal data information；The intelligent terminal is used to receive using 2
The animal data of harvester 1, and be identified as behavior and uploaded；The intelligent monitor system 3 is used to receive animal behavior information, and
Health assessment and alarm trigger are carried out by expert system 32, the intelligent monitor system 3 also provides human-computer interaction module 37 and inquiry service module
33, it can inquire about and obtain behavior, health and the warning information of animal.
The harvester 1 may include several sensors, and different animal initial data can be collected by different types of sensor, and this is moved
Thing initial data can be motion, sound, body epidemic disaster, body weight, position of animal etc..The harvester 1 also includes bluetooth, wifi or red
It is outer to wait short-range communications module, the raw information of collection can be transferred to intelligent terminal and apply 2.The harvester 1 also includes cache module, when
When the data of collection can not be uploaded, data are stored in cache module.Harvester 1 also includes battery module, and the energy is provided for harvester.
The intelligent terminal includes gathered data transport module 20, gathered data cache module 21, Activity recognition module 22, behavior caching using 2
Module 23 and behavioral data transport module 24.The intelligent terminal can the mobile platform based on main flow, such as Android, IOS, Window using 2
10 grades are developed, it would however also be possible to employ the software and hardware of customization.Intelligent terminal is using 2 lives for being arranged on animal and playground, and it gathers the data and passed
Defeated module 20 is connected by short-haul connections modes such as bluetooth, wifi or infrared with the harvester 1, and passes through the gathered data cache module
21 implement effective data processing and storage；The Activity recognition module 22 is based on the expert system technology such as classification of production rule, Bel, vector
Machine, artificial neural network etc. build animal behavior identification intelligent model, can be to the motion of animal, sound, body epidemic disaster, body weight, position etc.
Initial data carries out Intelligent treatment, is identified as drinking water, urinates, defecation, the animal behavior such as feed, yelp, scratching, trembling, and result is stored in
In the behavioral data cache module 23；The behavioral data transport module 24 is remotely logical by Internet, TD-SCDMA or WCDMA etc.
Letter net is connected with the intelligent monitor system 3, and the behavioral data that can store the behavioral data cache module 23 is transferred to the intellectual monitoring
In system 3.
The intelligent monitor system 3 include behavioral data receiving module 30, behavioural information database 31, expert system 32, inquiry service module 33,
Data notification sending module 34, warning information database 35, health and fitness information database 36 and human-computer interaction module 37.The intelligent monitor system 3
Can the desktop platform based on main flow, such as window, unix, mac exploitation.The intelligent monitor system 3 is a long-range server, it
By the intelligent terminal of the telecommunicatio networks such as Internet, TD-SCDMA or WCDMA and substantial amounts using 2 connections.The intelligence prison
Examining system 3 receives the behavioural information of animal, and the behavioural information of animal is handled by the expert system 32, and the expert system 32 is adopted
Manually intelligent machine learning techniques, such as Bayesian network, ant group algorithm structure intelligence system, enable the system to be believed according to the health event of collection
Breath, automatically evaluates and diagnoses the health status of monitored animal, and automatically generates when there is undesirable condition or abnormal conditions warning or warning message.
The expert system has self-learning capability, thus system more uses more accurate, more with more intelligent.The intelligent monitor system 3 includes man-machine interaction mould
Block 37 can receive user mutual instruction there is provided human-computer interaction function, implement to inquire about the information such as behavioral data, health or data with alert.
The intelligent monitor system 3, there is provided service function, can provide service also comprising inquiry service module 33 for the remote inquiry of user.
The embodiment of the present invention one provides a kind of animal health intelligent monitor system, and the system includes：Intelligent terminal is applied and intelligent monitor system, intelligence
Energy terminal applies are used for the animal initial data for collecting harvester collection, and are identified as after behavioural information being transferred to intelligent monitor system；Intellectual monitoring
System reception behavior features data, and health assessment is carried out by expert system, the health information and warning information of animal are drawn, and provide these letters
The inquiry service of breath.
Embodiment two
The present embodiment two is on the basis of embodiment one, and the intelligent terminal is additionally provided with human-computer interaction module 25, health and fitness information receiving module using 2
26th, warning information receiving module 27, reception data cache module 28.The health and fitness information receiving module 26 and warning information receiving module 27 with
The intelligent monitor system 3 is connected, the reception data cache module 28 and the health and fitness information receiving module 26 and warning information receiving module 27
Connection, the human-computer interaction module 25 and the gathered data cache module 21, behavioral data cache module 23 and reception data cache module 28
Connection.
The health and fitness information receiving module 26 is used for the animal health information for receiving the intelligent monitor system 3, and transmitted after appropriate processing
To the reception data cache module 28；The warning information receiving module 27 is used for the animal health alarm signal for receiving the intelligent monitor system 3
Breath, and carry out being transferred to the reception data cache module 28 after appropriate processing；The data cache module 28 that receives is used to cache what is received
Animal health and warning information, and it is transferred to the human-computer interaction module 25 in reasonable time；The human-computer interaction module 25 can by touch screen,
The input equipments such as voice, keyboard receive the instruction of user, and obtain the gathered data cache module 21, behavioral data cache module according to instruction
23 and receive data cache module 28 data, carry out proper treatment after user is showed by display screen or voice.
Embodiment three
The present embodiment three is on the basis of embodiment two, and the intelligent terminal is additionally provided with enquiry module 29 using 2.The enquiry module 29 and institute
State human-computer interaction module 25 and the intelligent monitor system 3 is connected.
The enquiry module 29 is sent after receiving user's query statement, and processing by the human-computer interaction module 25 to the intelligent monitor system 3
Remote inquiry is instructed, and then Query Result is received by the health and fitness information receiving module 26 and the warning information receiving module 27, by described
The caching query results of data cache module 28 are received, result is shown finally by the human-computer interaction module 25.
Example IV
The present embodiment four is carried out to embodiment one, or embodiment two, or the intelligent terminal of embodiment three using 2 and the intelligent monitor system 3
It is correspondingly improved：The intelligent terminal is applied the Activity recognition module 22 and the behavioral data cache module 23 in 2 move on to the intelligence
In monitoring system 3, the behavioral data transport module 24 is changed to original data transmissions module.
The initial data of collection is uploaded directly into the intelligent monitor system 3 by the original data transmissions module, and the intelligent monitor system 3 is adjusted
Behavior is recognized with Activity recognition module, and by result cache to behavioral data cache module, the behavior receiving module 30 caches behavioral data
Information in module is carried out after handling accordingly, is stored in the behavioural information database 31.
Amended intelligent terminal is extremely simple using 2, requires very low to the software and hardware of deployment, and complicated Activity recognition is transplanted to intellectual monitoring system
On system 3, be conducive to the unification and maintenance of code.The shortcoming of system is after modification, and primary data information (pdi) amount is big, add remote transmission time and
Financial cost.
Embodiment five
A kind of data acquisition and transmission method of animal health intelligent monitor system is present embodiments provided, this method is based on animal health intellectual monitoring system
System.As shown in Fig. 2 this method flow includes：
Step 101：Intelligent terminal application starts.
Step 102：Whether intelligent terminal application review receives the data of harvester, is continued checking for if no data, if data are then held
The following step 103 of row.
Step 103：Collection cache module is handled the data collected, and is cached in case Activity recognition.
Step 104：Whether the data in Activity recognition module check collection cache module meet the requirement of Activity recognition, if being unsatisfactory for continuing to examine
Look into, following step 105 is performed if meeting.
Step 105：Activity recognition module is using the recognizer succeeded in school, and the initial data to animal is identified, and obtains the behavioural information of animal.
Step 106：Behavioral data cache module is handled the behavior outcome information that Activity recognition module is identified, and be cached in case on
Pass.
Step 107：Behavioral data transport module check behavioral data cache module in data whether meet the requirement of transmission, if be unsatisfactory for after
It is continuous to check, perform following step 108 if meeting.
Step 108：Behavioral data transport module is handled behavioral data, and is transferred to long-range intelligent monitor system.
Step 109：Intelligent monitor system checks whether the behavioral data for receiving intelligent terminal application, is continued checking for if no data, if
Data then perform following step 110.
Step 110：Behavioral data receiving module is handled the behavioral data received, and caching is counted in behavioural information database.
Step 111：Expert system checks whether the data in behavioural information database meet the requirement of health assessment, if being unsatisfactory for continuing checking for,
Following step 112 is performed if meeting.
Step 112：Expert system implements health assessment, obtains health assessment information and healthiness alarm information.
Step 113：Evaluation result category is stored in health and fitness information database and warning information database by expert system respectively.
Step 114：Expert system checks whether the warning information in evaluation result meets the condition for sending alert notification, is performed if meeting following
Step 115.
Step 115：Expert system sends the alarm of condition by alert notification is met, and corresponding responsibility people is sent in forms such as short message, message push.
The embodiments of the invention provide a kind of data acquisition and transmission method of animal health intelligent monitor system, this method recognizes the initial data of animal
To be uploaded after behavioral data, the data magnitude for being transferred to intelligent monitor system can be substantially reduced, time and the financial cost of transmission is reduced.
Embodiment six
A kind of data query method of animal health intelligent monitor system is present embodiments provided, this method is based on animal health intelligent monitor system.Such as
Shown in Fig. 3, this method flow includes：
Step 201：The human-computer interaction module of intelligent terminal application receives the query statement that user is inputted by forms such as touch screen, voice, keyboards, and
Query statement is sent to enquiry module.
Step 202：The enquiry module of intelligent terminal is handled the query statement received, and is transferred to long-range intelligent checking system.
Step 203：The inquiry service module of intelligent monitor system receives the query statement of intelligent terminal application, and carries out implementing to look into after appropriate processing
Ask operation.
Step 204：The result of inquiry is transferred to data notification sending module by intelligent monitor system, and data notification sending module is carried out to object information
Intelligent terminal application is sent to after appropriate processing.
Step 205：The receiving module of intelligent terminal application receives the Query Result information of intelligent checking system, and is sent to after carrying out appropriate processing
Man-machine interactive system.
Step 206：The health and fitness information and warning information that man-machine interactive system is received to receiving module are shown.
The embodiments of the invention provide a kind of data query method of animal health intelligent monitor system, this method can realize that intelligent terminal applies user couple
The query demand of various information, and health assessment and warning information can be timely received, be conducive to intelligent terminal accurately to understand in real time using user dynamic
The health and fitness information of thing, and handle in time.
It is understood that the principle that embodiment of above is intended to be merely illustrative of the present and the illustrative embodiments that use, but the present invention is simultaneously
It is not limited to this.For those skilled in the art, without departing from the spirit and substance in the present invention, it can make various
Variations and modifications, these variations and modifications are also considered as protection scope of the present invention.
Claims (10)
1. a kind of animal health monitoring system, it is characterised in that including：
Harvester, intelligent monitor system and intelligent terminal application；
The intelligent terminal with the intelligent monitor system using being connected, and the intelligent terminal application is above connected with harvester；
The harvester is used to gather animal data information；
The intelligent terminal application receives the animal data that the harvester is collected, and carries out Activity recognition to data, and then behavioral data is uploaded to described intelligent monitor system；
Described intelligent monitor system reception behavior features data, and health evaluating is carried out according to these data by expert system, and healthiness alarm can be triggered according to assessment result；
Described intelligent terminal application can inquire about behavioural information, health evaluating information and the healthiness alarm information of animal by human-computer interaction module, can real-time reception healthiness alarm notice.
2. animal health monitoring system according to claim 1, the intelligent terminal apply including：Gathered data transport module, gathered data cache module, Activity recognition module, behavioral data cache module and behavioral data transport module；
The gathered data transport module is connected with gathered data cache module, and gathered data cache module is connected with Activity recognition module, and Activity recognition module is connected with behavioral data cache module, and behavioral data cache module is connected with behavioral data transport module；
The gathered data transport module is used for the animal data for receiving the harvester collection, and is stored in the gathered data cache module after processing；
The gathered data cache module is used to caching the animal data that receives, and it is data cached meet Activity recognition requirement when, be transferred to the Activity recognition module；
The animal data collected is identified as the behavior of animal by the Activity recognition module, and animal behavior data are transferred into the behavioral data cache module.
The behavioral data cache module is used to caching the animal behavior data that receive, and it is data cached meet Activity recognition requirement when, be transferred to described behavioral data transport module；
The behavioral data transport module is used for reception behavior features data, and transfers data to long-range intelligent monitor system.
3. health monitoring systems according to claim 2, it is characterised in that the intelligent terminal application may also include：Human-computer interaction module, health and fitness information receiving module, warning information receiving module, reception data cache module；The health and fitness information receiving module and warning information receiving module are connected with the intelligent monitor system, the reception data cache module is connected with the health and fitness information receiving module and warning information receiving module, and the human-computer interaction module is connected with the gathered data cache module, behavioral data cache module and reception data cache module.
The health and fitness information receiving module is used for the animal health information for receiving the intelligent monitor system, and carries out being transferred to the described reception data cache module after appropriate processing；
The warning information receiving module is used for the animal health warning information for receiving the intelligent monitor system, and carries out being transferred to the described reception data cache module after appropriate processing；
The data cache module that receives is used to cache the animal health and warning information received, and is transferred to the human-computer interaction module in reasonable time；
Described human-computer interaction module receives the instruction of user, and obtains the gathered data cache module, behavioral data cache module and the data for receiving data cache module according to instruction, and user is showed by display screen or voice after carrying out proper treatment.
4. health monitoring systems according to claim 2, it is characterised in that the intelligent terminal application may also include：Enquiry module；The enquiry module is connected with the human-computer interaction module and intelligent monitor system；
The enquiry module receives the query statement that human-computer interaction module is sent, and is transferred to intelligent monitor system after instruction is handled.
5. health monitoring systems according to claim 1, it is characterised in that the hardware and software platform that the intelligent terminal application can be developed or customized based on the main flow such as Android, IOS, Window 10 mobile platform.
6. health monitoring systems according to claim 1, it is characterised in that the intelligent monitor system includes：Behavioral data receiving module, behavioural information database, expert system, human-computer interaction module 2, warning information database and health and fitness information database；The behavioral data receiving module is connected with behavioural information database, behavioural information database is connected with expert system, expert system is connected with warning information database and health and fitness information database, and human-computer interaction module 2 is connected with behavioural information database, warning information database and health and fitness information database；
The behavioral data receiving module is used to receive the behavioral data that the intelligent terminal application is uploaded, and carries out being stored in the behavioural information database after appropriate processing；
The behavioural information that described behavioural information database purchase is received, the intelligent Evaluation for described expert system provides basic data；
The expert system extracts behavioral data from the behavioural information database, carries out intelligent Evaluation, and evaluation result is stored in into the health and fitness information database；If health status triggers healthiness alarm, warning information is stored in the warning information database, and takes corresponding alarm Disposal Measures, warning information is such as sent to responsible person concerned；
The health and fitness information that described health and fitness information database purchase is received, provides data for inquiry service module and human-computer interaction module 2 and supports；
The warning information that described warning information database purchase is received, provides data for inquiry service module and human-computer interaction module 2 and supports；
The human-computer interaction module 2 receives the instruction of user, and obtains the data in the behavioural information database, warning information database and health and fitness information database according to instruction, and user is showed by display screen or voice after carrying out proper treatment.
7. health monitoring systems according to claim 6, it is characterised in that the intelligent monitor system also includes：Inquire about service module and data notification sending module；The inquiry service module is connected with warning information database and health and fitness information database, and the data notification sending module is connected with expert system and inquiry service module；
The inquiry service module receives the query statement that the intelligent terminal application is sent, and extracts relevant information from the health and fitness information database, warning information database, and relevant information then is processed into Query Result is transferred to the data notification sending module；
The data notification sending module receives the Query Result information of the inquiry service module transmission, receives the healthiness alarm information of the expert system transmission, carries out proper treatment and be sent to the intelligent terminal application.
8. health monitoring systems according to claim 1, it is characterised in that the hardware and software platform that the intelligent monitor system can be developed or customized based on the main flow such as window, unix, mac desktop platform.
9. to achieve the above object, the present invention provides a kind of data acquisition and transmission method of health monitoring systems, this method includes：
The intelligent terminal application starts and checks whether the data for receiving the harvester, is cached if data then transfer data to the collection cache module；
The requirement whether data in cache module meet Activity recognition is gathered described in the Activity recognition module check, implements Activity recognition if meeting, the result of identification, which is transferred in described behavioral data cache module, to be cached；
The behavioral data transport module checks whether the data in the behavioral data cache module meet the requirement of transmission, and behavioral data is transferred to the long-range intelligent monitor system if meeting；
The intelligent monitor system checks whether the behavioral data for receiving the intelligent terminal application, and caching is counted in the behavioural information database after then being handled if data；
The expert system checks whether the data in the behavioural information database meet the requirement of health assessment, implement health assessment if meeting, health assessment information and healthiness alarm information are obtained, is stored in respectively in the health and fitness information database and the warning information database；
The expert system checks whether the warning information in evaluation result meets the condition for sending alert notification, and sending alarm if meeting in forms such as short message, message push gives corresponding responsibility people.
10. to achieve the above object, the present invention provides a kind of data query method of health monitoring systems, this method includes：
The human-computer interaction module of the intelligent terminal application receives the query statement of user, and query statement is sent into the enquiry module；
The enquiry module is handled the query statement received, and is transferred to the long-range intelligent checking system；
The intelligent monitor system implements inquiry operation after receiving the query statement of intelligent terminal application, and the result of inquiry is sent into the intelligent terminal application by the data notification sending module；
The receiving module of intelligent terminal application receives the Query Result information of intelligent checking system, and carries out being sent to man-machine interactive system after appropriate processing and shown.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201610084358.6A CN107046554A (en) | 2016-02-05 | 2016-02-05 | Animal health intelligent monitor system and its data acquisition transmission and querying method |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201610084358.6A CN107046554A (en) | 2016-02-05 | 2016-02-05 | Animal health intelligent monitor system and its data acquisition transmission and querying method |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN107046554A true CN107046554A (en) | 2017-08-15 |
Family
ID=59542977
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201610084358.6A Pending CN107046554A (en) | 2016-02-05 | 2016-02-05 | Animal health intelligent monitor system and its data acquisition transmission and querying method |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN107046554A (en) |
Cited By (11)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN108052964A (en) * | 2017-12-05 | 2018-05-18 | 翔创科技（北京）有限公司 | Livestock condition detection method, computer program, storage medium and electronic equipment |
| CN109566451A (en) * | 2018-11-14 | 2019-04-05 | 杭州幻宇科技有限公司 | A kind of animal behavior detection device based on distance measuring sensor |
| CN109745017A (en) * | 2019-01-30 | 2019-05-14 | 中国科学院电子学研究所 | A kind of animal physiological information and real-time monitoring system for state, device and method |
| CN109805892A (en) * | 2019-01-17 | 2019-05-28 | 刘洪波 | A kind of intelligent biological sign monitoring emotion interactive system |
| CN109814452A (en) * | 2019-01-29 | 2019-05-28 | 刘洪波 | A kind of equipment condition monitoring intelligent interactive system |
| CN109949930A (en) * | 2019-03-22 | 2019-06-28 | 武汉工程大学 | Animal epidemics diagnostic method and system based on Bayesian network |
| CN110352866A (en) * | 2018-09-30 | 2019-10-22 | 北京四个爪爪科技有限公司 | Pet behavior management system |
| CN111246730A (en) * | 2017-08-23 | 2020-06-05 | 毕尚博特公司 | Method and system for tracking the health of a population of animals |
| CN111260170A (en) * | 2018-11-30 | 2020-06-09 | 重庆小雨点小额贷款有限公司 | Agricultural product management method, agricultural product management device, server and storage medium |
| CN115039713A (en) * | 2015-12-03 | 2022-09-13 | 英特维特国际股份有限公司 | Method and system for tracking the health of a population of animals |
| CN116034904A (en) * | 2023-03-31 | 2023-05-02 | 华南农业大学 | Pig health monitoring system and method based on track type inspection robot |
Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20080312511A1 (en) * | 2007-06-14 | 2008-12-18 | Alberta Research Council Inc. | Animal health monitoring system and method |
| CN103271727A (en) * | 2013-05-28 | 2013-09-04 | 中国科学院合肥物质科学研究院 | Flexible sensing device and method for achieving animal oestrus judgment and physical condition classification |
| CN104200623A (en) * | 2014-08-14 | 2014-12-10 | 胡月明 | Automatic animal behavior information digitization acquisition system and method |
| CN204445849U (en) * | 2014-12-07 | 2015-07-08 | 西安扩力机电科技有限公司 | Based on the milk cow health real-time monitoring system of Android platform |
| CN204680186U (en) * | 2015-05-08 | 2015-09-30 | 北京农业信息技术研究中心 | Animal movement behavior monitoring wireless sensor network node system |
-
2016
- 2016-02-05 CN CN201610084358.6A patent/CN107046554A/en active Pending
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20080312511A1 (en) * | 2007-06-14 | 2008-12-18 | Alberta Research Council Inc. | Animal health monitoring system and method |
| CN103271727A (en) * | 2013-05-28 | 2013-09-04 | 中国科学院合肥物质科学研究院 | Flexible sensing device and method for achieving animal oestrus judgment and physical condition classification |
| CN104200623A (en) * | 2014-08-14 | 2014-12-10 | 胡月明 | Automatic animal behavior information digitization acquisition system and method |
| CN204445849U (en) * | 2014-12-07 | 2015-07-08 | 西安扩力机电科技有限公司 | Based on the milk cow health real-time monitoring system of Android platform |
| CN204680186U (en) * | 2015-05-08 | 2015-09-30 | 北京农业信息技术研究中心 | Animal movement behavior monitoring wireless sensor network node system |
Cited By (13)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN115039713A (en) * | 2015-12-03 | 2022-09-13 | 英特维特国际股份有限公司 | Method and system for tracking the health of a population of animals |
| CN111246730A (en) * | 2017-08-23 | 2020-06-05 | 毕尚博特公司 | Method and system for tracking the health of a population of animals |
| CN108052964A (en) * | 2017-12-05 | 2018-05-18 | 翔创科技（北京）有限公司 | Livestock condition detection method, computer program, storage medium and electronic equipment |
| CN110352866A (en) * | 2018-09-30 | 2019-10-22 | 北京四个爪爪科技有限公司 | Pet behavior management system |
| CN109566451A (en) * | 2018-11-14 | 2019-04-05 | 杭州幻宇科技有限公司 | A kind of animal behavior detection device based on distance measuring sensor |
| CN109566451B (en) * | 2018-11-14 | 2021-10-22 | 绍兴兴科元管业有限公司 | Animal behavior detection equipment based on distance measuring sensor |
| CN111260170A (en) * | 2018-11-30 | 2020-06-09 | 重庆小雨点小额贷款有限公司 | Agricultural product management method, agricultural product management device, server and storage medium |
| CN109805892A (en) * | 2019-01-17 | 2019-05-28 | 刘洪波 | A kind of intelligent biological sign monitoring emotion interactive system |
| CN109814452A (en) * | 2019-01-29 | 2019-05-28 | 刘洪波 | A kind of equipment condition monitoring intelligent interactive system |
| CN109745017B (en) * | 2019-01-30 | 2021-04-06 | 中国科学院电子学研究所 | Real-time monitoring system, device and method for animal physiological information and state |
| CN109745017A (en) * | 2019-01-30 | 2019-05-14 | 中国科学院电子学研究所 | A kind of animal physiological information and real-time monitoring system for state, device and method |
| CN109949930A (en) * | 2019-03-22 | 2019-06-28 | 武汉工程大学 | Animal epidemics diagnostic method and system based on Bayesian network |
| CN116034904A (en) * | 2023-03-31 | 2023-05-02 | 华南农业大学 | Pig health monitoring system and method based on track type inspection robot |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN107046554A (en) | Animal health intelligent monitor system and its data acquisition transmission and querying method | |
| Otoom et al. | An IoT-based framework for early identification and monitoring of COVID-19 cases | |
| KR101775932B1 (en) | PETS Care Multimodal System and Method therefor | |
| KR102022893B1 (en) | Pet care method and system using the same | |
| Meng et al. | Towards online and personalized daily activity recognition, habit modeling, and anomaly detection for the solitary elderly through unobtrusive sensing | |
| Mishra et al. | Advanced contribution of IoT in agricultural production for the development of smart livestock environments | |
| Pratama et al. | Designing of a smart collar for dairy cow behavior monitoring with application monitoring in microservices and internet of things-based systems | |
| Hosseininoorbin et al. | Deep learning-based cattle behaviour classification using joint time-frequency data representation | |
| CN104977038B (en) | Identifying movement using motion sensing device coupled with associative memory | |
| CN102512146A (en) | Collection system of Internet of things for activity-of-daily-living information of human body | |
| Mao et al. | Deep learning-based animal activity recognition with wearable sensors: Overview, challenges, and future directions | |
| CN106510686A (en) | Heart disease diagnosis system based on cloud service | |
| KR20190028021A (en) | Method and system for state analysis of pets using sensor technology | |
| AU2022261747A1 (en) | System, method, and apparatus for pet condition detection | |
| Iqbal et al. | A comparative study of machine learning techniques used in non-clinical systems for continuous healthcare of independent livings | |
| CN108065938A (en) | Animal activity monitors system and the active state recognition methods based on neutral net | |
| Hua | Impact of IoT Adoption and Application For Smart Healthcare. | |
| Mohanty et al. | Livestock health monitoring using a smart IoT-enabled neural network recognition system | |
| Rajesh et al. | Elderly people activity monitoring with involved binary sensors and Deep Convolution Neural Network | |
| KR102253236B1 (en) | Farm disease analysis device using big data | |
| CN117312935A (en) | Action category identification method, device, computer equipment and storage medium | |
| KR102297111B1 (en) | Anomalies Classification System and Method Based on Deep Neural Network Algorithm | |
| Desai et al. | The role of machine learning in internet-of-things (IoT) research: A review | |
| Kandepan et al. | A Novel Approach to Diagnose the Animal Health Continuous Monitoring Using IoT Based Sensory Data. | |
| Ronald et al. | Multi-Sensor Fusion in Livestock with IoT for Biometric Sensing and MQTT for Enhanced Health Insights |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| WD01 | Invention patent application deemed withdrawn after publication | ||
| WD01 | Invention patent application deemed withdrawn after publication |
Application publication date: 20170815 |