Mostrar el registro sencillo del ítem
dc.contributor.author
Rossi, Sebastián
dc.contributor.author
Rubio Scola, Ignacio Eduardo Jesus
![Se ha confirmado la validez de este valor de autoridad por un usuario](/themes/CONICETDigital/images/authority_control/invisible.gif)
dc.contributor.author
Bourges, Gaston
![Se ha confirmado la validez de este valor de autoridad por un usuario](/themes/CONICETDigital/images/authority_control/invisible.gif)
dc.contributor.author
Sarauskis, Egidijus
dc.contributor.author
Karayel, Davut
dc.date.available
2023-12-07T12:08:40Z
dc.date.issued
2023-12
dc.identifier.citation
Rossi, Sebastián; Rubio Scola, Ignacio Eduardo Jesus; Bourges, Gaston; Sarauskis, Egidijus; Karayel, Davut; Improving the seed detection accuracy of piezoelectric impact sensors for precision seeders. Part I: A comparative study of signal processing algorithms; Elsevier; Computers and Eletronics in Agriculture; 215; 12-2023; 1-12
dc.identifier.issn
0168-1699
dc.identifier.uri
http://hdl.handle.net/11336/219638
dc.description.abstract
One of the crucial issues in seeders and grain drills is measuring the seed flow rate and seeding quality during the seeding operation. An impact sensor based on a piezoelectric sensor was designed and tested for different seeds to detect seeding quality rapidly and accurately in precision seeders. This sensor enables faster and more cost-effective seeding quality determination than grease belt test benches. Seed impact vibrations were detected using a piezoelectric microphone attached to the plate, while seed trajectories were simultaneously recorded with a high-speed camera. The novelty of this work lies in the implementation of a new algorithm called Variable Threshold Peak Detection with Automatic Calculation of Minimum Threshold (VTPD-AM), which enables more efficient signal analysis. The seed detection accuracy of VTPD-AM was comprehensively compared with the literature, specifically the works of Palshikar et al. (2009), Scholkmann et al. (2012), and Ozbek et al. (2014).The performance of the tested algorithms was compared using corn, soybean, and sunflower seeds at simulated forward speeds of 6 and 12 km/h. Based on the experimental results, the algorithm presented in this work (VTPD-AM) and the algorithm developed by Ozbek et al. (2014) achieved the highest seed monitoring accuracy (over 97 %). The advantage of VTPD-AM is that it can be implemented on microcontrollers for real-time applications. In all cases, the percentage of undetected seeds increased with the increase in the seed flow rate.
dc.format
application/pdf
dc.language.iso
eng
dc.publisher
Elsevier
![Se ha confirmado la validez de este valor de autoridad por un usuario](/themes/CONICETDigital/images/authority_control/invisible.gif)
dc.rights
info:eu-repo/semantics/restrictedAccess
dc.rights.uri
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
dc.subject
SEEDER
dc.subject
SEEDING PERFORMANCE MONITORING
dc.subject
PIEZOELECTRIC SENSOR
dc.subject
SIGNAL PROCESSING ALGORITHMS
dc.subject.classification
Sistemas de Automatización y Control
![Se ha confirmado la validez de este valor de autoridad por un usuario](/themes/CONICETDigital/images/authority_control/invisible.gif)
dc.subject.classification
Ingeniería Eléctrica, Ingeniería Electrónica e Ingeniería de la Información
![Se ha confirmado la validez de este valor de autoridad por un usuario](/themes/CONICETDigital/images/authority_control/invisible.gif)
dc.subject.classification
INGENIERÍAS Y TECNOLOGÍAS
![Se ha confirmado la validez de este valor de autoridad por un usuario](/themes/CONICETDigital/images/authority_control/invisible.gif)
dc.title
Improving the seed detection accuracy of piezoelectric impact sensors for precision seeders. Part I: A comparative study of signal processing algorithms
dc.type
info:eu-repo/semantics/article
dc.type
info:ar-repo/semantics/artículo
dc.type
info:eu-repo/semantics/publishedVersion
dc.date.updated
2023-12-06T14:56:11Z
dc.journal.volume
215
dc.journal.pagination
1-12
dc.journal.pais
Países Bajos
![Se ha confirmado la validez de este valor de autoridad por un usuario](/themes/CONICETDigital/images/authority_control/invisible.gif)
dc.journal.ciudad
Amsterdam
dc.description.fil
Fil: Rossi, Sebastián. Instituto Nacional de Tecnologia Industrial. Gerencia Operativa Regional. Subgerencia Regional Centro. Departamento de Ingenieria de Productos Industriales Region Centro.; Argentina
dc.description.fil
Fil: Rubio Scola, Ignacio Eduardo Jesus. Instituto Nacional de Tecnologia Industrial. Gerencia Operativa Regional. Subgerencia Regional Centro. Departamento de Ingenieria de Productos Industriales Region Centro.; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
dc.description.fil
Fil: Bourges, Gaston. Instituto Nacional de Tecnologia Industrial. Gerencia Operativa Regional. Subgerencia Regional Centro. Departamento de Ingenieria de Productos Industriales Region Centro.; Argentina
dc.description.fil
Fil: Sarauskis, Egidijus. Vytautas Magnus University; Lituania
dc.description.fil
Fil: Karayel, Davut. Akdeniz University; Turquía
dc.journal.title
Computers and Eletronics in Agriculture
![Se ha confirmado la validez de este valor de autoridad por un usuario](/themes/CONICETDigital/images/authority_control/invisible.gif)
dc.relation.alternativeid
info:eu-repo/semantics/altIdentifier/url/https://linkinghub.elsevier.com/retrieve/pii/S0168169923008372
dc.relation.alternativeid
info:eu-repo/semantics/altIdentifier/doi/http://dx.doi.org/10.1016/j.compag.2023.108449
Archivos asociados