Skip to Main content Skip to Navigation
Book sections

Innovative Vineyards Environmental Monitoring System Using Deep Edge AI

Abstract : With a turnover of more than 4.2 billion euros in 2020 and a 20% share in the value of the French wine industry's exports, the champagne industry represents a considerable weight in the French economy. In this context of significant economic development, the issue of climate change has been added, calling into question the practices and means of production of the sector. The challenges related to global warming and an ever-increasing demand for yield can be addressed using the Internet of Things (IoT) and Artificial Intelligence (AI) technologies to benefit champagne production and answer these challenges. This article presents a solution to optimise Vranken Pommery products' quality and make environmentally friendly decisions by using intelligent sensors distributed as close as possible to the production and storage facilities to collect data. These sensors use LoRaWAN technology and protocol to communicate. The system integrates components capable of hosting artificial intelligence algorithms and using advanced microcontrollers that allow for intelligent communication network implementation while reducing power consumption and deployment costs.
Complete list of metadata

https://hal.univ-reims.fr/hal-03355270
Contributor : Luiz Angelo Steffenel Connect in order to contact the contributor
Submitted on : Tuesday, September 28, 2021 - 8:33:03 AM
Last modification on : Thursday, October 14, 2021 - 1:10:15 PM
Long-term archiving on: : Wednesday, December 29, 2021 - 6:04:53 PM

File

RP_9788770226639C23.pdf
Publisher files allowed on an open archive

Licence


Distributed under a Creative Commons Attribution - NoDerivatives 4.0 International License

Identifiers

  • HAL Id : hal-03355270, version 1

Collections

Citation

Marcello Coppola, Louis Noaille, Clément Pierlot, Rachel Ouvinha de Oliveira, Nathalie Gaveau, et al.. Innovative Vineyards Environmental Monitoring System Using Deep Edge AI. Artificial Intelligence for Digitising Industry Applications, River Publishers, pp.261-278, 2021, 9788770226646. ⟨hal-03355270⟩

Share

Metrics

Record views

104

Files downloads

75