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...
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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 |
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