An Approach for Designing Mixed Light-Emitting Diodes to Match Greenhouse Plant Absorption Spectra

We report a methodological approach for simulating luminary output radiation, which is achieved by mixing light-emitting diodes (LEDs) in order to match any plant absorption spectrum. Various recorded narrow-band LED spectra of different colors were first characterized and then fitted with a multi-G...

Full description

Bibliographic Details
Main Authors: Latifa Bachouch, Neermalsing Sewraj, Pascal Dupuis, Laurent Canale, Georges Zissis, Lotfi Bouslimi, Lilia El Amraoui
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Sustainability
Subjects:
LED
PSO
Online Access:https://www.mdpi.com/2071-1050/13/8/4329
id doaj-80d79d06a0d24272affe85c17d84aaa6
record_format Article
spelling doaj-80d79d06a0d24272affe85c17d84aaa62021-04-13T23:04:39ZengMDPI AGSustainability2071-10502021-04-01134329432910.3390/su13084329An Approach for Designing Mixed Light-Emitting Diodes to Match Greenhouse Plant Absorption SpectraLatifa Bachouch0Neermalsing Sewraj1Pascal Dupuis2Laurent Canale3Georges Zissis4Lotfi Bouslimi5Lilia El Amraoui6Research Laboratory Smart Electricity & ICT, SE & ICT Lab., LR18ES44, National Engineering School of Carthage, University of Carthage, 45, Rue des Entrepreneurs, Charguia II, 2035 Tunis, TunisiaUniversité de Toulouse, LAPLACE, UMR 5213 (CNRS, INPT, UPS), 118 rte de Narbonne, 31062 Toulouse, FranceUniversité de Toulouse, LAPLACE, UMR 5213 (CNRS, INPT, UPS), 118 rte de Narbonne, 31062 Toulouse, FranceUniversité de Toulouse, LAPLACE, UMR 5213 (CNRS, INPT, UPS), 118 rte de Narbonne, 31062 Toulouse, FranceUniversité de Toulouse, LAPLACE, UMR 5213 (CNRS, INPT, UPS), 118 rte de Narbonne, 31062 Toulouse, FranceResearch Laboratory Smart Electricity & ICT, SE & ICT Lab., LR18ES44, National Engineering School of Carthage, University of Carthage, 45, Rue des Entrepreneurs, Charguia II, 2035 Tunis, TunisiaResearch Laboratory Smart Electricity & ICT, SE & ICT Lab., LR18ES44, National Engineering School of Carthage, University of Carthage, 45, Rue des Entrepreneurs, Charguia II, 2035 Tunis, TunisiaWe report a methodological approach for simulating luminary output radiation, which is achieved by mixing light-emitting diodes (LEDs) in order to match any plant absorption spectrum. Various recorded narrow-band LED spectra of different colors were first characterized and then fitted with a multi-Gaussian model. An optimizing procedure computed the optimal weighting of the relevant parameters so as to minimize the discrepancy between the combined spectrum and the reference target curve. The particle swarm optimization (PSO) method was applied because it is the most suitable technique for mono-objective situations. Within the useful spectral interval, the worst relative standard deviation between the optimized curve and recorded LED spectral power distribution (SPD) was 3.4%. When combining different LED types, the simulated light output showed that we could limit ourselves to selecting only five colored sources. This work will help us to design an optimized 200<inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mi mathvariant="normal">W</mi></semantics></math></inline-formula> laboratory luminaire with a pulse-width switched-mode power supply.https://www.mdpi.com/2071-1050/13/8/4329LEDemission spectrumoptimizationPSOphotosynthesisMcCree
collection DOAJ
language English
format Article
sources DOAJ
author Latifa Bachouch
Neermalsing Sewraj
Pascal Dupuis
Laurent Canale
Georges Zissis
Lotfi Bouslimi
Lilia El Amraoui
spellingShingle Latifa Bachouch
Neermalsing Sewraj
Pascal Dupuis
Laurent Canale
Georges Zissis
Lotfi Bouslimi
Lilia El Amraoui
An Approach for Designing Mixed Light-Emitting Diodes to Match Greenhouse Plant Absorption Spectra
Sustainability
LED
emission spectrum
optimization
PSO
photosynthesis
McCree
author_facet Latifa Bachouch
Neermalsing Sewraj
Pascal Dupuis
Laurent Canale
Georges Zissis
Lotfi Bouslimi
Lilia El Amraoui
author_sort Latifa Bachouch
title An Approach for Designing Mixed Light-Emitting Diodes to Match Greenhouse Plant Absorption Spectra
title_short An Approach for Designing Mixed Light-Emitting Diodes to Match Greenhouse Plant Absorption Spectra
title_full An Approach for Designing Mixed Light-Emitting Diodes to Match Greenhouse Plant Absorption Spectra
title_fullStr An Approach for Designing Mixed Light-Emitting Diodes to Match Greenhouse Plant Absorption Spectra
title_full_unstemmed An Approach for Designing Mixed Light-Emitting Diodes to Match Greenhouse Plant Absorption Spectra
title_sort approach for designing mixed light-emitting diodes to match greenhouse plant absorption spectra
publisher MDPI AG
series Sustainability
issn 2071-1050
publishDate 2021-04-01
description We report a methodological approach for simulating luminary output radiation, which is achieved by mixing light-emitting diodes (LEDs) in order to match any plant absorption spectrum. Various recorded narrow-band LED spectra of different colors were first characterized and then fitted with a multi-Gaussian model. An optimizing procedure computed the optimal weighting of the relevant parameters so as to minimize the discrepancy between the combined spectrum and the reference target curve. The particle swarm optimization (PSO) method was applied because it is the most suitable technique for mono-objective situations. Within the useful spectral interval, the worst relative standard deviation between the optimized curve and recorded LED spectral power distribution (SPD) was 3.4%. When combining different LED types, the simulated light output showed that we could limit ourselves to selecting only five colored sources. This work will help us to design an optimized 200<inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mi mathvariant="normal">W</mi></semantics></math></inline-formula> laboratory luminaire with a pulse-width switched-mode power supply.
topic LED
emission spectrum
optimization
PSO
photosynthesis
McCree
url https://www.mdpi.com/2071-1050/13/8/4329
work_keys_str_mv AT latifabachouch anapproachfordesigningmixedlightemittingdiodestomatchgreenhouseplantabsorptionspectra
AT neermalsingsewraj anapproachfordesigningmixedlightemittingdiodestomatchgreenhouseplantabsorptionspectra
AT pascaldupuis anapproachfordesigningmixedlightemittingdiodestomatchgreenhouseplantabsorptionspectra
AT laurentcanale anapproachfordesigningmixedlightemittingdiodestomatchgreenhouseplantabsorptionspectra
AT georgeszissis anapproachfordesigningmixedlightemittingdiodestomatchgreenhouseplantabsorptionspectra
AT lotfibouslimi anapproachfordesigningmixedlightemittingdiodestomatchgreenhouseplantabsorptionspectra
AT liliaelamraoui anapproachfordesigningmixedlightemittingdiodestomatchgreenhouseplantabsorptionspectra
AT latifabachouch approachfordesigningmixedlightemittingdiodestomatchgreenhouseplantabsorptionspectra
AT neermalsingsewraj approachfordesigningmixedlightemittingdiodestomatchgreenhouseplantabsorptionspectra
AT pascaldupuis approachfordesigningmixedlightemittingdiodestomatchgreenhouseplantabsorptionspectra
AT laurentcanale approachfordesigningmixedlightemittingdiodestomatchgreenhouseplantabsorptionspectra
AT georgeszissis approachfordesigningmixedlightemittingdiodestomatchgreenhouseplantabsorptionspectra
AT lotfibouslimi approachfordesigningmixedlightemittingdiodestomatchgreenhouseplantabsorptionspectra
AT liliaelamraoui approachfordesigningmixedlightemittingdiodestomatchgreenhouseplantabsorptionspectra
_version_ 1721528344811405312