Articles producció científica> Enginyeria Electrònica, Elèctrica i Automàtica

Battery-Less NFC Conductivity Sensor for Bovine Mastitis Detection in Farming 4.0

  • Identification data

    Identifier: imarina:9387603
    Authors:
    Lazaro, AntonioVillarino, RamonPacios, MerceLazaro, MarcCanellas, NicolauGirbau, DavidPrieto-Simon, Beatriz
    Abstract:
    This work proposes a battery-less Near-Field Communication (NFC) milk conductivity sensor for the early-stage detection of bovine mastitis. A proof-of-concept prototype is designed, which is composed of a loop antenna, an NFC microchip, a microcontroller, a custom conductivity sensor and a temperature sensor. A mobile phone is used as a reader, which additionally provides energy to the sensor to power all the electronic components. Since milk conductivity is temperature-dependent, it is also important to measure the temperature. The prototype has a precision better than 2%, which is similar to that of commercial hand-held conductivity meters. Measurements of the conductivity of cows' milk are made to establish limits that allow healthy cows to be discriminated from those suffering from clinical or subclinical mastitis. To this end, the obtained results are analyzed through ANOVA. The reliability of the method can be improved when milk samples from each quarter are used in the classification. This low-cost device has great potential to be used as on-farm screening tool for the quick identification of bovine mastitis.
  • Others:

    Author, as appears in the article.: Lazaro, Antonio; Villarino, Ramon; Pacios, Merce; Lazaro, Marc; Canellas, Nicolau; Girbau, David; Prieto-Simon, Beatriz
    Department: Enginyeria Electrònica, Elèctrica i Automàtica
    URV's Author/s: Cañellas Alberich, Nicolau / Girbau Sala, David / Lázaro Guillén, Antonio Ramon / Lázaro Martí, Marc / Villarino Villarino, Ramón Maria
    Keywords: Battery-less Conductivity meter Electrical-conductivity Farm 4. Farm 4.0 Interface Mastitis detection Milk Near-field communication Wate
    Abstract: This work proposes a battery-less Near-Field Communication (NFC) milk conductivity sensor for the early-stage detection of bovine mastitis. A proof-of-concept prototype is designed, which is composed of a loop antenna, an NFC microchip, a microcontroller, a custom conductivity sensor and a temperature sensor. A mobile phone is used as a reader, which additionally provides energy to the sensor to power all the electronic components. Since milk conductivity is temperature-dependent, it is also important to measure the temperature. The prototype has a precision better than 2%, which is similar to that of commercial hand-held conductivity meters. Measurements of the conductivity of cows' milk are made to establish limits that allow healthy cows to be discriminated from those suffering from clinical or subclinical mastitis. To this end, the obtained results are analyzed through ANOVA. The reliability of the method can be improved when milk samples from each quarter are used in the classification. This low-cost device has great potential to be used as on-farm screening tool for the quick identification of bovine mastitis.
    Thematic Areas: Ciência da computação Computer science (all) Computer science (miscellaneous) Computer science, information systems Electrical and electronic engineering Engenharias iii Engenharias iv Engineering (all) Engineering (miscellaneous) Engineering, electrical & electronic General computer science General engineering General materials science Materials science (all) Materials science (miscellaneous) Telecommunications
    licence for use: https://creativecommons.org/licenses/by/3.0/es/
    Author's mail: ramon.villarino@urv.cat nicolau.canyellas@urv.cat david.girbau@urv.cat antonioramon.lazaro@urv.cat marc.lazaro@urv.cat marc.lazaro@urv.cat
    Author identifier: 0000-0001-9692-8943 0000-0003-4856-8132 0000-0001-7995-5536 0000-0003-3160-5777
    Record's date: 2024-10-26
    Papper version: info:eu-repo/semantics/publishedVersion
    Link to the original source: https://ieeexplore.ieee.org/document/10478887
    Papper original source: Ieee Access. 12 45824-45838
    APA: Lazaro, Antonio; Villarino, Ramon; Pacios, Merce; Lazaro, Marc; Canellas, Nicolau; Girbau, David; Prieto-Simon, Beatriz (2024). Battery-Less NFC Conductivity Sensor for Bovine Mastitis Detection in Farming 4.0. Ieee Access, 12(), 45824-45838. DOI: 10.1109/access.2024.3381784
    Licence document URL: https://repositori.urv.cat/ca/proteccio-de-dades/
    Article's DOI: 10.1109/access.2024.3381784
    Entity: Universitat Rovira i Virgili
    Journal publication year: 2024
    Publication Type: Journal Publications
  • Keywords:

    Computer Science (Miscellaneous),Computer Science, Information Systems,Engineering (Miscellaneous),Engineering, Electrical & Electronic,Materials Science (Miscellaneous),Telecommunications
    Battery-less
    Conductivity meter
    Electrical-conductivity
    Farm 4.
    Farm 4.0
    Interface
    Mastitis detection
    Milk
    Near-field communication
    Wate
    Ciência da computação
    Computer science (all)
    Computer science (miscellaneous)
    Computer science, information systems
    Electrical and electronic engineering
    Engenharias iii
    Engenharias iv
    Engineering (all)
    Engineering (miscellaneous)
    Engineering, electrical & electronic
    General computer science
    General engineering
    General materials science
    Materials science (all)
    Materials science (miscellaneous)
    Telecommunications
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