Edge Computing and Artificial Intelligence for Real-time Poultry Monitoring

Edge AIoT; Edge Computing; Edge Artificial Intelligence; Internet of Things; Artificial Intelligence; Poultry; Smart Poultry; Gated Recurrent Unit; GRU

Abstract :

[en] Smart Poultry acquires data from aviaries by means of sensor network at reduced intervals of time (every minute) that generate hundred thousands of data. The conjunction of Internet of Things and Artificial Intelligence open the field of the real-time monitoring of poultry, advance analytics and automation if data is from high quality. In this paper, we propose a scalable monitoring of a poultry achieved with open hardware wireless sensors network and software. We use a Gated Recurrent Unit, an artificial intelligence algorithm to validate and predicate environmental parameters.

Disciplines :

Computer science

Author, co-author :

Debauche, Olivier ; Université de Liège - ULiège > Terra

mahmoudi, Saïd

mahmoudi, Sidi Ahmed

manneback, pierre

Bindelle, Jérôme ; Université de Liège - ULiège > Département GxABT > Ingénierie des productions animales et nutrition

Lebeau, Frédéric ; Université de Liège - ULiège > Département GxABT > Biosystems Dynamics and Exchanges

Language :

English

Title :

Edge Computing and Artificial Intelligence for Real-time Poultry Monitoring

Publication date :

06 August 2020

Journal title :

Procedia Computer Science

eISSN :

1877-0509

Publisher :

Elsevier, Amsterdam, Netherlands

Volume :

175

Pages :

534-541

Peer reviewed :

Peer reviewed

Available on ORBi :

since 10 June 2020

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1179 (2 by ULiège)

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Scopus citations^®

Scopus citations^®
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Bibliography

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