Intelligent Livestock Feeding System by Means of Silos with IoT Technology

被引:0
|
作者
Gonzalez-Briones, Alfonso [1 ]
Casado-Vara, Roberto [1 ]
Marquez, Sergio [1 ]
Prieto, Javier [1 ]
Corchado, Juan M. [1 ,2 ,3 ]
机构
[1] Univ Salamanca, BISITE Res Grp, Edificio I D I,Calle Espejo 2, Salamanca, Spain
[2] Osaka Inst Technol, Fac Engn, Dept Elect Informat & Commun, Osaka 5358585, Japan
[3] Univ Malaysia Kelantan, Pusat Komputeran & Informat, Karung Berkunci 36, Kota Baharu 16100, Kelantan, Malaysia
关键词
Sensor-based monitoring; Ambiental intelligent; Smart silo; IoT; Multi-agent system; DIFFUSION; QUALITY;
D O I
10.1007/978-3-030-00524-5_7
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Intelligent agriculture has the potential of increasing sustainability and productivity in the field of agriculture and livestock, through efficient and precise use of resources. Thus, this technology gives the possibility of promoting growth in developing countries through automation and control of repetitive farming activities, such as monitoring the level of water and feed in the feeders, which allows farmers to save time. However, the implementation of an automatic feed and water level control system in a livestock enclosure requires a large investment in silo scales, which may be too expensive for an SME. Thanks to the evolution of IoT devices, it is possible to reduce the cost of this implementation while integrating new functionalities and interactions through the interconnection of devices with cloud solutions. This work presents a new system that allows to monitor the quantity and quality of food and water in a silo by estimating volume in real time. Moreover, it has an additional functionality; temperature and humidity estimation in a livestock enclosure. The hardware system will be managed by a multi-agent system in charge of the processes of managing the data, managing the quantity of food and water supplied to each feeder. The use of a multi-agent architecture allows for the development of a distributed solution that provides great possibilities for future analysis, for example through a massive data analysis. The case study results demonstrate the effectiveness of the system, it has provided the ideal amount of feed and water to the animals, controlling the quality of grain and water, reducing the number of colics caused by overfeeding. In addition, the time the farmer must spend on the farm reduces considerably.
引用
收藏
页码:38 / 48
页数:11
相关论文
共 50 条
  • [41] Towards an intelligent system to manage IDS for IoT
    Khoulimi, Hind
    Lahby, Mohamed
    Benammar, Othman
    2022 5TH CONFERENCE ON CLOUD AND INTERNET OF THINGS, CIOT, 2022, : 9 - 16
  • [42] An Intelligent Energy Management System using IOT
    Sheela, Gnana K.
    Jilna, K. N.
    MATERIALS TODAY-PROCEEDINGS, 2020, 24 : 1903 - 1908
  • [43] An IoT Framework for Intelligent Roadside Assistance System
    Datta, Soumya Kanti
    Bonnet, Christian
    2017 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS - TAIWAN (ICCE-TW), 2017,
  • [44] Research on the Agriculture Intelligent System Based on IOT
    FuBing
    PROCEEDINGS OF 2012 INTERNATIONAL CONFERENCE ON IMAGE ANALYSIS AND SIGNAL PROCESSING, 2012, : 386 - 389
  • [45] An Intelligent College Network Design based on Cloud IOT Technology
    Zhang Jinglu
    Wang Yanxia
    2016 INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION, BIG DATA & SMART CITY (ICITBS), 2017, : 304 - 308
  • [46] Advancing Livestock Technology: Intelligent Systemization for Enhanced Productivity, Welfare, and Sustainability
    Vlaicu, Petru Alexandru
    Gras, Mihail Alexandru
    Untea, Arabela Elena
    Lefter, Nicoleta Aurelia
    Rotar, Mircea Catalin
    AGRIENGINEERING, 2024, 6 (02): : 1479 - 1496
  • [47] Application of the IOT Technology in the Intelligent Management of University Multimedia Classrooms
    Zhao, Guixin
    Qi, Bei
    APPLIED SCIENCE, MATERIALS SCIENCE AND INFORMATION TECHNOLOGIES IN INDUSTRY, 2014, 513-517 : 2050 - 2053
  • [48] Electronic IoT Technology and Cloud Computing in Intelligent Manufacturing Industry
    Xiao, Guannan
    2024 5TH INTERNATIONAL CONFERENCE ON MECHATRONICS TECHNOLOGY AND INTELLIGENT MANUFACTURING, ICMTIM 2024, 2024, : 664 - 669
  • [49] IoT technology for Smart water system
    Radhakrishnan, Varsha
    Wu, Wenyan
    IEEE 20TH INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING AND COMMUNICATIONS / IEEE 16TH INTERNATIONAL CONFERENCE ON SMART CITY / IEEE 4TH INTERNATIONAL CONFERENCE ON DATA SCIENCE AND SYSTEMS (HPCC/SMARTCITY/DSS), 2018, : 1491 - 1496
  • [50] Smart Logistic System by IOT Technology
    Charoenporn, Pattama
    PROCEEDINGS OF THE 2018 6TH INTERNATIONAL CONFERENCE ON INFORMATION AND EDUCATION TECHNOLOGY (ICIET 2018), 2015, : 149 - 153