Cargando…

Development of a High Irradiance LED Configuration for Small Field of View Motion Estimation of Fertilizer Particles

Better characterization of the fertilizer spreading process, especially the fertilizer pattern distribution on the ground, requires an accurate measurement of individual particle properties and dynamics. Both 2D and 3D high speed imaging techniques have been developed for this purpose. To maximize t...

Descripción completa

Detalles Bibliográficos
Autores principales: Cool, Simon, Pieters, Jan G., Mertens, Koen C., Mora, Sergio, Cointault, Frédéric, Dubois, Julien, van de Gucht, Tim, Vangeyte, Jürgen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4701300/
https://www.ncbi.nlm.nih.gov/pubmed/26569261
http://dx.doi.org/10.3390/s151128627
_version_ 1782408455659716608
author Cool, Simon
Pieters, Jan G.
Mertens, Koen C.
Mora, Sergio
Cointault, Frédéric
Dubois, Julien
van de Gucht, Tim
Vangeyte, Jürgen
author_facet Cool, Simon
Pieters, Jan G.
Mertens, Koen C.
Mora, Sergio
Cointault, Frédéric
Dubois, Julien
van de Gucht, Tim
Vangeyte, Jürgen
author_sort Cool, Simon
collection PubMed
description Better characterization of the fertilizer spreading process, especially the fertilizer pattern distribution on the ground, requires an accurate measurement of individual particle properties and dynamics. Both 2D and 3D high speed imaging techniques have been developed for this purpose. To maximize the accuracy of the predictions, a specific illumination level is required. This paper describes the development of a high irradiance LED system for high speed motion estimation of fertilizer particles. A spectral sensitivity factor was used to select the optimal LED in relation to the used camera from a range of commercially available high power LEDs. A multiple objective genetic algorithm was used to find the optimal configuration of LEDs resulting in the most homogeneous irradiance in the target area. Simulations were carried out for different lenses and number of LEDs. The chosen configuration resulted in an average irradiance level of 452 W/m(2) with coefficient of variation less than 2%. The algorithm proved superior and more flexible to other approaches reported in the literature and can be used for various other applications.
format Online
Article
Text
id pubmed-4701300
institution National Center for Biotechnology Information
language English
publishDate 2015
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-47013002016-01-19 Development of a High Irradiance LED Configuration for Small Field of View Motion Estimation of Fertilizer Particles Cool, Simon Pieters, Jan G. Mertens, Koen C. Mora, Sergio Cointault, Frédéric Dubois, Julien van de Gucht, Tim Vangeyte, Jürgen Sensors (Basel) Article Better characterization of the fertilizer spreading process, especially the fertilizer pattern distribution on the ground, requires an accurate measurement of individual particle properties and dynamics. Both 2D and 3D high speed imaging techniques have been developed for this purpose. To maximize the accuracy of the predictions, a specific illumination level is required. This paper describes the development of a high irradiance LED system for high speed motion estimation of fertilizer particles. A spectral sensitivity factor was used to select the optimal LED in relation to the used camera from a range of commercially available high power LEDs. A multiple objective genetic algorithm was used to find the optimal configuration of LEDs resulting in the most homogeneous irradiance in the target area. Simulations were carried out for different lenses and number of LEDs. The chosen configuration resulted in an average irradiance level of 452 W/m(2) with coefficient of variation less than 2%. The algorithm proved superior and more flexible to other approaches reported in the literature and can be used for various other applications. MDPI 2015-11-12 /pmc/articles/PMC4701300/ /pubmed/26569261 http://dx.doi.org/10.3390/s151128627 Text en © 2015 by the authors; licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Cool, Simon
Pieters, Jan G.
Mertens, Koen C.
Mora, Sergio
Cointault, Frédéric
Dubois, Julien
van de Gucht, Tim
Vangeyte, Jürgen
Development of a High Irradiance LED Configuration for Small Field of View Motion Estimation of Fertilizer Particles
title Development of a High Irradiance LED Configuration for Small Field of View Motion Estimation of Fertilizer Particles
title_full Development of a High Irradiance LED Configuration for Small Field of View Motion Estimation of Fertilizer Particles
title_fullStr Development of a High Irradiance LED Configuration for Small Field of View Motion Estimation of Fertilizer Particles
title_full_unstemmed Development of a High Irradiance LED Configuration for Small Field of View Motion Estimation of Fertilizer Particles
title_short Development of a High Irradiance LED Configuration for Small Field of View Motion Estimation of Fertilizer Particles
title_sort development of a high irradiance led configuration for small field of view motion estimation of fertilizer particles
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4701300/
https://www.ncbi.nlm.nih.gov/pubmed/26569261
http://dx.doi.org/10.3390/s151128627
work_keys_str_mv AT coolsimon developmentofahighirradianceledconfigurationforsmallfieldofviewmotionestimationoffertilizerparticles
AT pietersjang developmentofahighirradianceledconfigurationforsmallfieldofviewmotionestimationoffertilizerparticles
AT mertenskoenc developmentofahighirradianceledconfigurationforsmallfieldofviewmotionestimationoffertilizerparticles
AT morasergio developmentofahighirradianceledconfigurationforsmallfieldofviewmotionestimationoffertilizerparticles
AT cointaultfrederic developmentofahighirradianceledconfigurationforsmallfieldofviewmotionestimationoffertilizerparticles
AT duboisjulien developmentofahighirradianceledconfigurationforsmallfieldofviewmotionestimationoffertilizerparticles
AT vandeguchttim developmentofahighirradianceledconfigurationforsmallfieldofviewmotionestimationoffertilizerparticles
AT vangeytejurgen developmentofahighirradianceledconfigurationforsmallfieldofviewmotionestimationoffertilizerparticles