Intelligent Monitoring Systemof Environmental Biovariables in Poultry Farms

Chiluisa-Velasco, Gabriela; Lagla-Quinaluisa, Johana; Riaño, David; Alvarez-Veintimilla, Marcelo

doi:10.1007/978-3-030-55190-2_29

Cited by 6 publications

(2 citation statements)

References 17 publications

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“…Poultry house temperature and humidity surveillance technology, which relies heavily on temperature and humidity sensors, is increasingly mature. The ventilators in a poultry house are controlled through temperature and humidity monitoring to make a smart regulation, and a lot of this technology has been rolled out on commercial farms [23][24][25][26][27].…”

Section: Temperature and Humiditymentioning

confidence: 99%

Poultry-Edge-AI-IoT System for Real-Time Monitoring and Predicting by Using Artificial Intelligence

Jebari

Mechkouri

Rekiek

et al. 2023

Int. J. Interact. Mob. Technol.

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Poultry farms have played a significant role throughout human history, in feeding the growing population. A good environment is a perfect condition for the growth of poultry, preventing disease, and effective production. The temperature higher and the humidity favor the growth of bacteria and hence the production of ammonia (NH3) by the decomposition of organic matter. Ammonia (NH3), carbon monoxide (CO), and carbon dioxide (CO2), Methane (CH4), hydrogen sulfide (H2S) are poisonous gases that can cause poultry diseases and mortality. The combination of Artificial Intelligence (AI), Internet of Things (IoT), and Edge Computing offer efficient and intelligent stand-alone systems of monitoring in real-time, predicting, and advanced automation. The paper aims to monitor in real-time and predict poultry barns' environmental conditions using an artificial intelligence algorithm. An intelligent system called Poultry-Edge-AI-IoT has been developed to gather, hash, store, pretreat, filter, knowledge extract, and transmit information from a heterogeneous wireless sensor network. The Poultry-Edge-AI-IoT system is based on IoT, AI, and Edge Computing for the detection of potential stress, the harmful gas concentration, and the prediction of poultry barns' environmental conditions. The system is modular and upgradeable.

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Section: Temperature and Humiditymentioning

confidence: 99%

Poultry-Edge-AI-IoT System for Real-Time Monitoring and Predicting by Using Artificial Intelligence

Jebari

Mechkouri

Rekiek

et al. 2023

Int. J. Interact. Mob. Technol.

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“…On the other hand, there are also suggestions for pest detection systems through the application of wireless sensors that acquire and transmit images to a remote host station. This system is limited to detection and does not propose any pest control method [10].Thanks to technological globalization, smart agriculture projects are implemented and developed in Ecuador, whose geographic diversity is a positive factor for agricultural practice, which represents the main income of rural communities. In Cañar, an architecture was developed that allows the community of farmers, to monitor, manage and manage information on the climate and soil variables that affect the growth of the corn crop, with the aim of helping in making optimal decisions and timely based on information presented through statistical graphics [11].…”

Section: Introductionmentioning

confidence: 99%

Sensor Nodes and Communication Protocols of the Internet of Things Applied to Intelligent Agriculture

Chuchico-Arcos

Rivas

2021

Communications in Computer and Information Science

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The development of smart agriculture has presented extensive development in recent years, that is why countless proposals have been presented around the world. This high variability of technologies used in the implementation of this type of solutions has generated certain users depending on what types of equipment or communication protocols to use depending on the application case. In this article, the different jobs and technologies used in IoT applied to agriculture are analyzed, comparing their technical characteristics through documentary analysis, simulations of case studies, among others. After this study, the results obtained from the bibliographic and documentary review are described by means of tables, in addition sensor nodes are reproduced with specific technical characteristics such as their communication protocol, energy consumption, degrees of protection of the devices, security of the implemented networks, among others in the Cooja software for the simulation of the case studies. This study provides a methodology for selecting the technology that best suits each type of crop.

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IoT-Based Smart Agriculture and Poultry Farms for Environmental Sustainability and Development

Naranjo

Nascimento-Silva

Rumipamba-Zambrano

et al. 2021

Information and Knowledge in Internet of Things

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Intelligent Monitoring Systemof Environmental Biovariables in Poultry Farms

Cited by 6 publications

References 17 publications

Poultry-Edge-AI-IoT System for Real-Time Monitoring and Predicting by Using Artificial Intelligence

Poultry-Edge-AI-IoT System for Real-Time Monitoring and Predicting by Using Artificial Intelligence

Sensor Nodes and Communication Protocols of the Internet of Things Applied to Intelligent Agriculture

IoT-Based Smart Agriculture and Poultry Farms for Environmental Sustainability and Development

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