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
来源
DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE | 2020年 / 802卷
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
  • [21] Intelligent Logistics Path Optimization Algorithm Based on IoT Perception Technology
    Zhang, Caitian
    IEEE ACCESS, 2024, 12 : 148422 - 148433
  • [22] An Intelligent Communication Warning Vulnerability Detection Algorithm Based on IoT Technology
    Yi, Mao
    Xu, Xiaohui
    Xu, Lei
    IEEE ACCESS, 2019, 7 : 164803 - 164814
  • [23] Design of an Intelligent Sensor Network for Dam Monitoring Based on IoT Technology
    Magrini, Luiz C.
    Kayano, Paula S. D.
    Crispino, Ferdinando
    Carneiro, Edvaldo F.
    Cappi, Tatiana P. A.
    Santos, Antonio L. C.
    2018 IEEE 9TH POWER, INSTRUMENTATION AND MEASUREMENT MEETING (EPIM), 2018,
  • [24] A Visual and Persuasive Energy Conservation System Based on BIM and IoT Technology
    Wu, I-Chen
    Liu, Chi-Chang
    SENSORS, 2020, 20 (01)
  • [25] LoPATraN: Low Power Asset Tracking by Means of Narrow Band IoT (NB-IoT) Technology
    Parrino, Stefano
    Peruzzi, Giacomo
    Pozzebon, Alessandro
    SENSORS, 2021, 21 (11)
  • [26] An Intelligent Healthcare System Using IoT in Wireless Sensor Network
    Jabeen, Tallat
    Jabeen, Ishrat
    Ashraf, Humaira
    Jhanjhi, N. Z.
    Yassine, Abdulsalam
    Hossain, M. Shamim
    SENSORS, 2023, 23 (11)
  • [27] IOT-based Seat Belts Intelligent Monitoring System
    Lu, Yeqiang
    Chen, Hongyan
    Zhang, Bing
    PROCEEDINGS OF THE 2016 3RD INTERNATIONAL CONFERENCE ON MATERIALS ENGINEERING, MANUFACTURING TECHNOLOGY AND CONTROL, 2016, 67 : 169 - 173
  • [28] IOT: Intelligent Bio-tank System for Smart Home
    Tsai, Pohsiang
    PROCEEDINGS OF 2016 INTERNATIONAL CONFERENCE ON APPLIED SYSTEM INNOVATION (ICASI), 2016,
  • [29] Research on Intelligent Public Transport System Integrated IOT Elements
    Xiangwen LiWenfei MuMingguang SangandRuijuan Sun Associate Professor of Transportation Management CollegeDalian Maritime UniversityDalianChina
    POBox Master student of Transportation Management CollegeDalian Maritime UniversityDalianChina
    POBox
    射频世界, 2010, 5 (05) : 76 - 78
  • [30] Design of an intelligent irrigation system for a jujube orchard based on IoT
    Kun T.
    Sanmin S.
    Liangzong D.
    Shaoliang Z.
    INMATEH - Agricultural Engineering, 2021, 63 (01): : 189 - 198