AU2020101719A4 - An artificial intelligence and internet of things based automated system for animal health care - Google Patents

An artificial intelligence and internet of things based automated system for animal health care Download PDF

Info

Publication number
AU2020101719A4
AU2020101719A4 AU2020101719A AU2020101719A AU2020101719A4 AU 2020101719 A4 AU2020101719 A4 AU 2020101719A4 AU 2020101719 A AU2020101719 A AU 2020101719A AU 2020101719 A AU2020101719 A AU 2020101719A AU 2020101719 A4 AU2020101719 A4 AU 2020101719A4
Authority
AU
Australia
Prior art keywords
animal
internet
artificial intelligence
health care
health
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.)
Ceased
Application number
AU2020101719A
Inventor
Ahmad Abdullah Aljabr
Rekha Chaturvedi
Pankaj Dadheech
Susheela Devi B. Devaru
Kamal Gulati
Girish H.
Saiful Islam
Pravin R. Kshirsagar
Kailash Kumar
Loveleen Kumar
Anand Mohan
Jyoti Neeli
Shamshekhar S. Patil
Abhra Pratip Ray
Ranjana Tewari
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Chaturvedi Rekha Dr
Dadheech Pankaj Dr
Devaru Susheela Devi B Dr
H Girish Dr
Mohan Anand Dr
Neeli Jyoti Ms
Tewari Ranjana Dr
Aljabr Ahmad Abdullah Dr
Original Assignee
Chaturvedi Rekha Dr
Dadheech Pankaj Dr
Devaru Susheela Devi B Dr
H Girish Dr
Mohan Anand Dr
Neeli Jyoti Ms
Tewari Ranjana Dr
Aljabr Ahmad Abdullah Dr
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by Chaturvedi Rekha Dr, Dadheech Pankaj Dr, Devaru Susheela Devi B Dr, H Girish Dr, Mohan Anand Dr, Neeli Jyoti Ms, Tewari Ranjana Dr, Aljabr Ahmad Abdullah Dr filed Critical Chaturvedi Rekha Dr
Priority to AU2020101719A priority Critical patent/AU2020101719A4/en
Application granted granted Critical
Publication of AU2020101719A4 publication Critical patent/AU2020101719A4/en
Ceased legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/0002—Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network
    • A61B5/0004—Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network characterised by the type of physiological signal transmitted
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/0002—Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network
    • A61B5/0015—Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network characterised by features of the telemetry system
    • A61B5/0022—Monitoring a patient using a global network, e.g. telephone networks, internet
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/0002—Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network
    • A61B5/0031—Implanted circuitry
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/01—Measuring temperature of body parts ; Diagnostic temperature sensing, e.g. for malignant or inflamed tissue
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/02—Detecting, measuring or recording pulse, heart rate, blood pressure or blood flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular condition not otherwise provided for, e.g. using combinations of techniques provided for in this group with electrocardiography or electroauscultation; Heart catheters for measuring blood pressure
    • A61B5/024—Detecting, measuring or recording pulse rate or heart rate
    • A61B5/02444—Details of sensor
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/103—Detecting, measuring or recording devices for testing the shape, pattern, colour, size or movement of the body or parts thereof, for diagnostic purposes
    • A61B5/11—Measuring movement of the entire body or parts thereof, e.g. head or hand tremor, mobility of a limb
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/72—Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7235—Details of waveform analysis
    • A61B5/7264—Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems
    • A61B5/7267—Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems involving training the classification device
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/74—Details of notification to user or communication with user or patient ; user input means
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H40/00—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
    • G16H40/60—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices
    • G16H40/67—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices for remote operation
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
    • H04W4/70—Services for machine-to-machine communication [M2M] or machine type communication [MTC]
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W84/00—Network topologies
    • H04W84/18—Self-organising networks, e.g. ad-hoc networks or sensor networks
    • 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
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B2503/00—Evaluating a particular growth phase or type of persons or animals
    • A61B2503/40—Animals
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B2560/00—Constructional details of operational features of apparatus; Accessories for medical measuring apparatus
    • A61B2560/02—Operational features
    • A61B2560/0242—Operational features adapted to measure environmental factors, e.g. temperature, pollution
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/0002—Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network
    • A61B5/0004—Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network characterised by the type of physiological signal transmitted
    • A61B5/0008—Temperature signals
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/103—Detecting, measuring or recording devices for testing the shape, pattern, colour, size or movement of the body or parts thereof, for diagnostic purposes
    • A61B5/11—Measuring movement of the entire body or parts thereof, e.g. head or hand tremor, mobility of a limb
    • A61B5/1118—Determining activity level
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/68—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient
    • A61B5/6846—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient specially adapted to be brought in contact with an internal body part, i.e. invasive
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/72—Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7271—Specific aspects of physiological measurement analysis
    • A61B5/7275—Determining trends in physiological measurement data; Predicting development of a medical condition based on physiological measurements, e.g. determining a risk factor
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/72—Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7271—Specific aspects of physiological measurement analysis
    • A61B5/7282—Event detection, e.g. detecting unique waveforms indicative of a medical condition

Landscapes

  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Biomedical Technology (AREA)
  • General Health & Medical Sciences (AREA)
  • Physics & Mathematics (AREA)
  • Public Health (AREA)
  • Medical Informatics (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Animal Behavior & Ethology (AREA)
  • Veterinary Medicine (AREA)
  • Surgery (AREA)
  • Molecular Biology (AREA)
  • Pathology (AREA)
  • Biophysics (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Physiology (AREA)
  • Artificial Intelligence (AREA)
  • Signal Processing (AREA)
  • Cardiology (AREA)
  • Fuzzy Systems (AREA)
  • Primary Health Care (AREA)
  • Evolutionary Computation (AREA)
  • Epidemiology (AREA)
  • Mathematical Physics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • General Business, Economics & Management (AREA)
  • Psychiatry (AREA)
  • Dentistry (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Business, Economics & Management (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)

Abstract

The present invention relates to an artificial intelligence and internet of things based animal health care monitoring system. The proposed system precisely monitors animal's health, movement and activity. The system comprises of sensors, Arduino (2), Raspberry Pi (6), Al and various communication technologies. The proposed system helps animal administrators to systematically take care of animals, and manage them depending on the body temperature, mood, activity and position. Using cloud the animal administrator can easily access the service from anywhere through the internet. Following invention is described in detail with the help of Figure 1 of sheet 1 showing architecture of the proposed invention. 1/1 1. 24 FiurI Figure 1

Description

1/1
1. 24
FiurI
Figure1
AN ARTIFICIAL INTELLIGENCE AND INTERNET OF THINGS BASED ANIMAL HEALTH CARE MONITORING SYSTEM
Technical field of invention:
The present invention in general relates to the field of automation and Internet of Things and more specifically to an artificial intelligence and internet of things based animal health care monitoring system. Which precisely use for monitoring animal's health, movement and activity.
Background of the invention:
Animals, like humans, can suffer from injury or illness, negatively impacting their health. Timely detection of changes in health through either regular or event driven episodic monitoring of physiological processes can enable veterinary intervention, potentially reducing the effects of an adverse condition, improving the quality of life, and prolonging life. In particular, cardiac and respiratory monitoring provides useful information on the health of an animal and these types of information are commonly used to diagnose, treat, and manage the animal.
Animals can represent a large financial and often, emotional investment. Health monitoring can help optimize veterinary care to protect that investment and provide peace of mind to the owner. Monitoring is applicable to a wide range of animals, including feed stock, breeding stock, exotic/endangered species, animal athletes, performing animals, and domestic pets. Monitoring can be accomplished whether the animal is in the wild, in captivity (e.g. a zoo or animal park), in a pasture or free-range, in a barn or stable, at home or in the yard, in a pen or a crate.
Substantial investments in time, effort and financial resources are made by breeders, owners, and caregivers of animals, particularly purebred animals, to characterize the animal's health state. This characterization may include determining the animal's genetic background and predicting the animal's morbidity, mortality and longevity.
Generally, the phenotype is the genetic nature of an organism that is revealed by visible characteristics or measurable performance. Phenotype data or information includes physical descriptive and health assessment profile characteristics. Blood and other biological samples of a subject animal are analyzed by laboratories having a central database processing resource (CDPR). This is a system for obtaining the phenotypic information.
A second aspect of data associated with animals is genetic or genotype data or information. The genetic constitution of an organism includes genes without visible effects as well as those revealed by the phenotype. Genetic data are typically used to estimate the presence and prevalence of disease and/or disorder among different breeds or kinds of animals. Thus, genotypic information is transmitted manually to and from persons or local and national genotypic databases maintained for specific disorders, and designed to foster research into diseases and disorders, rather than being readily accessible to users for clinical purposes in the manner of phenotypic data on a CDPR.
Also in earlier year, dairy farm and farmers used the special technique for detection of animal health related diseases and it require the continuous or daily to daily base observation which again require the excessive labor if we consider the dairy farm cattle's health monitoring. Sometime such technique gives the wrong result which was different from the actual health status of cattle's. This can cause the harmful effect on the cattle health.
There is a need to develop these data in a cumulative, comprehensive, and dynamic system of database management to thereby enhance the health predictability, and longevity of animals. This type of comprehensive and cumulative database on individual or groups of animals needs to be preserved and shared locally. So there must be proposed an automatic health care system.
Although various attempts are made to provide various means for animal health care and management and few of them are such as-202011005600 discloses system of real-time animal health monitoring using internet of things sensors, 201617043164 discloses systems and methods for providing animal health nutrition and/or wellness recommendations, US20050090718AI discloses animal healthcare well-being and nutrition, US20040167386A1 discloses animal health care system,US20150066520A1 discloses standardized pet health decision support system and method, US9060679B2 discloses a systems and methods for animal health monitoring, US9526437B2 discloses animal health and wellness monitoring using UWB radar, W02003029912A2 discloses a method, system and apparatus for the management of comprehensive and cumulative genetic and health assessment databases in relation to animals worldwide.
Thus there is need to develop an automatic animal health care and management system based on the Internet of Things (IoT) and Artificial Intelligence (Al) in order to overcome the existing and traditionally used methods for animal health prediction which helps the animal administrator.
Hence the present invention provides an artificial intelligence and internet of things based automated system for animal health care which avoids most of the limitations and disadvantages referred to hereinabove as inherent in previous existing systems.
Objective of the invention
Primary object of the present invention is to provide an artificial intelligence and internet of things based animal health care monitoring system.
Another object of the present invention is to provide effective and real-time monitoring system.
Another object of the present invention is to access the cloud(5) service from anywhere through the internet connection.
Other objects, features and advantages will become apparent from detail description and appended claims to those skilled in art.
Summary of the invention:
Accordingly following invention provides an artificial intelligence and internet of things based animal health care monitoring system which is real-time animal health monitoring using internet of things and artificial intelligence. The present system comprising sensor module, Wi-fi (4), beacon (3), Arduino (2), Raspberry Pi (6), Artificial Intelligence (Al), web application (8) and various communication technologies like cloud computing. Arduino (2) and beacon (3) devices gather and sense the data, capture the status of Animals and process the signal received from the sensor module & communicate the processed signal to an external device.
Brief description of drawing:
This invention is described by way of example with reference to the following drawing where,
Figure 1 of sheet 1 shows the architecture of the proposed invention. Where, 1 denotes sensor, 2 denotes ardino, 3 denotes beacon 4 denotes Wi-Fi chip, 5 denotes cloud, 6 denotes Raspberry Pi ,
7 denotes camera, 8 denotes web application.
In order that the manner in which the above-cited and other advantages and objects of the invention are obtained, a more particular description of the invention briefly described above will be referred, which are illustrated in the appended drawing. Understanding that these drawing depict only typical embodiment of the invention and therefore not to be considered limiting on its scope, the invention will be described with additional specificity and details through the use of the accompanying drawing.
Detailed description of the invention:
While the invention has been described and illustrated with reference to certain particular embodiments thereof, those skilled in the art will appreciate that various adaptations, changes, modifications, substitutions, deletions, or additions of procedures and protocols may be made without departing from the spirit and scope of the invention.
The present invention provides an artificial intelligence and internet of things based animal health care monitoring system. The proposed system discloses a system of real-time animal health monitoring. The system for monitoring the position and health of the animal comprises a sensor module, Wi-fi, beacon (3), Arduino (2), Raspberry Pi (6), Al, web application (8) and various communication technologies like cloud computing.
The sensor module comprises, a sensor used to measure the heart rate of the animal, a temperature sensor is used to sense the temperature of the animal . The sensor module is configured to be fixed in the animal's body & configured to connect through wireless communication, is used for obtaining the animal physiological information.
Natural sensing parameters: Using various environmental sensing components like temperature & humidity sensors, air quality sensor, sound sensor, rain sensors etc, environment can be detected through which environmental control and adjustment will be done for the animals.
Beacon (3) achieves animal activity and health monitoring status, information related to sensor module, information related to animal health, current position and movement history of the animal.
Arduino (2) used for real-time monitoring. Automatic feeding will be done according to the time being set and uneaten food will be cleaned by the automatic control to avoid environmental sanitation.
Artificial Intelligence learns animal behavior and status to promote heath care and analysis. In case of abnormality in animal behavior will be notified to the animal administrator.
Additional advantages and modification will readily occur to those skilled in art. Therefore, the invention in its broader aspect is not limited to specific details and representative embodiments shown and described herein. Accordingly various modifications may be made without departing from the spirit or scope of the general invention concept as defined by the appended claims and their equivalents.
Editorial Note 2020101719 There is only two pages of the claim

Claims (3)

THE CLAIMS DEFINING THE INVENTION ARE AS FOLLOWS:
1. An artificial intelligence and internet of things based animal health care monitoring system comprises a sensor module, Wi-fi, beacon (3), Arduino (2), Raspberry Pi (6), Al, web application (8) and cloud computing, characterized in that;
sensor module comprises, a sensor used to measure the heart rate of the animal, a temperature sensor is used to sense the temperature of the animal;
Arduino (2) adapted for real-time monitoring;
beacon (3) achieves animal activity and health monitoring status, information related to sensor module, information related to animal health, current position and movement history of the animal;
Wherein said sensor module configured to be fixed in the animal's body and configured to connect through wireless communication, is used for obtaining the animal physiological information and and artificial Intelligence learns animal behavior and status to promote heath care and analysis and in abnormality in animal behavior will be notified to the animal administrator.
2. The artificial intelligence and internet of things based animal health care monitoring system as claimed in claim 1 wherein for natural sensing parameters environmental sensing components temperature and humidity sensors, air quality sensor, sound sensor, rain sensors are enabled so environment can be detected through which environmental control and adjustment will be done for the animals.
3. The artificial intelligence and internet of things based animal health care monitoring system as claimed in claim 1 wherein automatic feeding will be done according to the time being set and uneaten food will be cleaned by the automatic control to avoid environmental sanitation.
AU2020101719A 2020-08-07 2020-08-07 An artificial intelligence and internet of things based automated system for animal health care Ceased AU2020101719A4 (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
AU2020101719A AU2020101719A4 (en) 2020-08-07 2020-08-07 An artificial intelligence and internet of things based automated system for animal health care

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
AU2020101719A AU2020101719A4 (en) 2020-08-07 2020-08-07 An artificial intelligence and internet of things based automated system for animal health care

Publications (1)

Publication Number Publication Date
AU2020101719A4 true AU2020101719A4 (en) 2020-09-17

Family

ID=72432522

Family Applications (1)

Application Number Title Priority Date Filing Date
AU2020101719A Ceased AU2020101719A4 (en) 2020-08-07 2020-08-07 An artificial intelligence and internet of things based automated system for animal health care

Country Status (1)

Country Link
AU (1) AU2020101719A4 (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2023062265A1 (en) * 2021-10-15 2023-04-20 GONZÁLEZ AHIJADO, Jesús System and method for continuously monitoring the behaviour of stabled animals while avoiding direct contact with the animals

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2023062265A1 (en) * 2021-10-15 2023-04-20 GONZÁLEZ AHIJADO, Jesús System and method for continuously monitoring the behaviour of stabled animals while avoiding direct contact with the animals

Similar Documents

Publication Publication Date Title
Neethirajan The role of sensors, big data and machine learning in modern animal farming
Neethirajan et al. Digital livestock farming
Akbar et al. IoT for development of smart dairy farming
Matthews et al. Early detection of health and welfare compromises through automated detection of behavioural changes in pigs
EFSA Panel on Animal Health and Welfare (AHAW) Statement on the use of animal‐based measures to assess the welfare of animals
Berckmans Automatic on-line monitoring of animals by precision livestock farming
KR102035672B1 (en) Apparatus for monitoring location and behavior of cattle and method thereof
Neethirajan Transforming the adaptation physiology of farm animals through sensors
Wagner et al. Machine learning to detect behavioural anomalies in dairy cows under subacute ruminal acidosis
Firk et al. Improving oestrus detection by combination of activity measurements with information about previous oestrus cases
Knauer et al. Evaluation of applying statistical process control techniques to daily average feeding behaviors to detect disease in automatically fed group-housed preweaned dairy calves
Qiao et al. Intelligent perception-based cattle lameness detection and behaviour recognition: A review
Miekley et al. Principal component analysis for the early detection of mastitis and lameness in dairy cows
KR102165891B1 (en) Livestock data analysis-based farm health state diagnosis system
Tekin et al. Precision livestock farming technologies: Novel direction of information flow
AU2020101719A4 (en) An artificial intelligence and internet of things based automated system for animal health care
Brouwers et al. Towards a novel method for detecting atypical lying down and standing up behaviors in dairy cows using accelerometers and machine learning
Tzanidakis et al. Precision livestock farming (PLF) systems: improving sustainability and efficiency of animal production
Zhang et al. Advancements in artificial intelligence technology for improving animal welfare: Current applications and research progress
Thakur et al. Analyzing a cattle health monitoring system using IoT and its challenges in smart agriculture
Mate et al. Design and development of IoT-based intelligent solutions with blockchain for indian farmers on livestock management
KR102160551B1 (en) Animal disease management system using Internet of Things and its operation method
Kaur et al. IoT and machine learning-based systems for predicting cattle health status for precision livestock farming
CN114065801B (en) Soil monitoring method and system based on neural network model and readable storage medium
Neethirajan Digitalization of animal farming

Legal Events

Date Code Title Description
FGI Letters patent sealed or granted (innovation patent)
MK22 Patent ceased section 143a(d), or expired - non payment of renewal fee or expiry