Please use this identifier to cite or link to this item:
https://hdl.handle.net/10316/101593
DC Field | Value | Language |
---|---|---|
dc.contributor.author | González-Briones, Alfonso | - |
dc.contributor.author | Mezquita, Yeray | - |
dc.contributor.author | Castellanos-Garzón, José A. | - |
dc.contributor.author | Prieto, Javier | - |
dc.contributor.author | Corchado, Juan M. | - |
dc.date.accessioned | 2022-09-01T11:09:28Z | - |
dc.date.available | 2022-09-01T11:09:28Z | - |
dc.date.issued | 2019 | - |
dc.identifier.issn | 18770509 | pt |
dc.identifier.uri | https://hdl.handle.net/10316/101593 | - |
dc.description.abstract | This paper deals with a multi-agent system (MAS) to automate the gathering and managing of information from potato crops in order to provide a precision irrigation system. The proposal and development of a novel MAS is presented based on different agent subsystems with specific objectives to meet the main objective of the global MAS. The proposed MAS has been developed on the Cloud Computing paradigm and is able to gather data from wireless sensor networks (WSNs) located in potato crops for knowledge discovery and decision making. According to the collected information as historical data by the MAS, it can make decision on an actuator set that modify the irrigation system by updating the areas of the crop with most irrigation needs. The use of these intelligent technologies in rural areas provides a considerable saving of resources and improves the efficiency and effectiveness of agricultural production systems. The architecture has been tested in an agricultural environment in order to optimize irrigation in a potato crop. The results showed a significant reduction in comparison to traditional automotive irrigation. | pt |
dc.description.sponsorship | This work was developed as part of “Virtual-Ledgers-Tecnologíıas DLT/Blockchainy Cripto-IOT sobre organizaciones virtuales de agentes ligeros y su aplicación en la eficiencia en el transporte de última milla”, IDSA267P18, project cofinanced by Junta Castilla y León, Consejería de Educación,and FEDER funds. The research of Yeray Mezquita is supported by the pre-doctoral fellowship from the University of Salamanca and Banco Santander. | pt |
dc.language.iso | eng | pt |
dc.relation | “Virtual-Ledgers-Tecnologíıas DLT/Blockchainy Cripto-IOT sobre organizaciones virtuales de agentes ligeros y su aplicación en la eficiencia en el transporte de última milla”/IDSA267P18 | pt |
dc.rights | openAccess | pt |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | pt |
dc.subject | Multi-agent system | pt |
dc.subject | smart sprinkling | pt |
dc.subject | CBR system | pt |
dc.subject | RFID | pt |
dc.subject | pivot irrigation | pt |
dc.title | Intelligent multi-agent system for water reduction in automotive irrigation processes | pt |
dc.type | article | - |
degois.publication.firstPage | 971 | pt |
degois.publication.lastPage | 976 | pt |
degois.publication.title | Procedia Computer Science | pt |
dc.peerreviewed | yes | pt |
dc.identifier.doi | 10.1016/j.procs.2019.04.136 | pt |
degois.publication.volume | 151 | pt |
dc.date.embargo | 2019-01-01 | * |
uc.date.periodoEmbargo | 0 | pt |
item.openairetype | article | - |
item.fulltext | Com Texto completo | - |
item.languageiso639-1 | en | - |
item.grantfulltext | open | - |
item.cerifentitytype | Publications | - |
item.openairecristype | http://purl.org/coar/resource_type/c_18cf | - |
crisitem.author.researchunit | CISUC - Centre for Informatics and Systems of the University of Coimbra | - |
crisitem.author.parentresearchunit | Faculty of Sciences and Technology | - |
Appears in Collections: | I&D CISUC - Artigos em Revistas Internacionais |
Files in This Item:
File | Description | Size | Format | |
---|---|---|---|---|
1-s2.0-S1877050919306003-main.pdf | 409.56 kB | Adobe PDF | View/Open |
SCOPUSTM
Citations
13
checked on Nov 17, 2022
WEB OF SCIENCETM
Citations
7
checked on May 2, 2023
Page view(s)
64
checked on Jul 17, 2024
Download(s)
69
checked on Jul 17, 2024
Google ScholarTM
Check
Altmetric
Altmetric
This item is licensed under a Creative Commons License