The Spectral Optimization of a Commercializable Multi-Channel LED Panel With Circadian Impact

There exists a need for the design of light emitting diode (LED) luminaires which can deliver both visual and non-visual benefits of light to humans. In this work, we introduce an optimization approach based on spectral shaping for a minimalistic and practical design of a circadian-tunable multi-cha...

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Main Authors: Yi Jiau Saw, Vineetha Kalavally, Chee Pin Tan
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
LED
Online Access:https://ieeexplore.ieee.org/document/9144218/
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spelling doaj-64f8fb6731304ed7ae2b15efcc7924182021-03-30T03:23:44ZengIEEEIEEE Access2169-35362020-01-01813649813651110.1109/ACCESS.2020.30103399144218The Spectral Optimization of a Commercializable Multi-Channel LED Panel With Circadian ImpactYi Jiau Saw0https://orcid.org/0000-0001-9531-6726Vineetha Kalavally1https://orcid.org/0000-0002-3531-9076Chee Pin Tan2https://orcid.org/0000-0003-0162-3763Department of Electrical and Computer Systems Engineering, School of Engineering and Intelligent Lighting Laboratory, Monash University Malaysia, Bandar Sunway, MalaysiaDepartment of Electrical and Computer Systems Engineering, School of Engineering and Intelligent Lighting Laboratory, Monash University Malaysia, Bandar Sunway, MalaysiaDepartment of Mechatronics Engineering, School of Engineering and Advanced Engineering Platform, Monash University Malaysia, Bandar Sunway, MalaysiaThere exists a need for the design of light emitting diode (LED) luminaires which can deliver both visual and non-visual benefits of light to humans. In this work, we introduce an optimization approach based on spectral shaping for a minimalistic and practical design of a circadian-tunable multi-channel luminaire which also outputs white light with high quality and luminous efficacy of radiation (LER). The spectral optimization approach utilizes Multi-objective Genetic Algorithm to maximize circadian tunability, light quality and LER while minimizing the number of channels. Solution sets are constrained using the non-visual quality metric, Melanopic Efficacy of Luminous Radiation (MELR) from the Melanopic Equivalent Daylight Illuminance (MEDI) approach and the more stringent visual quality metric TM-30 in addition to conventional Color Rendering Index (CRI). By matching theoretically optimized LED parameters to commercially available LED parameters for commercialization purposes, we establish the maximum MELR tunability that is achievable with 4 and 5 LED channels and the resulting trade-off in efficacy and light quality. Based on the results and analysis in this work, we detail a spectral optimization approach to propel the field of indoor lighting towards human-centric lighting.https://ieeexplore.ieee.org/document/9144218/Circadian lightinghuman-centric lightingindoor lightingLEDluminaire designmelanopic equivalent daylight illuminance
collection DOAJ
language English
format Article
sources DOAJ
author Yi Jiau Saw
Vineetha Kalavally
Chee Pin Tan
spellingShingle Yi Jiau Saw
Vineetha Kalavally
Chee Pin Tan
The Spectral Optimization of a Commercializable Multi-Channel LED Panel With Circadian Impact
IEEE Access
Circadian lighting
human-centric lighting
indoor lighting
LED
luminaire design
melanopic equivalent daylight illuminance
author_facet Yi Jiau Saw
Vineetha Kalavally
Chee Pin Tan
author_sort Yi Jiau Saw
title The Spectral Optimization of a Commercializable Multi-Channel LED Panel With Circadian Impact
title_short The Spectral Optimization of a Commercializable Multi-Channel LED Panel With Circadian Impact
title_full The Spectral Optimization of a Commercializable Multi-Channel LED Panel With Circadian Impact
title_fullStr The Spectral Optimization of a Commercializable Multi-Channel LED Panel With Circadian Impact
title_full_unstemmed The Spectral Optimization of a Commercializable Multi-Channel LED Panel With Circadian Impact
title_sort spectral optimization of a commercializable multi-channel led panel with circadian impact
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2020-01-01
description There exists a need for the design of light emitting diode (LED) luminaires which can deliver both visual and non-visual benefits of light to humans. In this work, we introduce an optimization approach based on spectral shaping for a minimalistic and practical design of a circadian-tunable multi-channel luminaire which also outputs white light with high quality and luminous efficacy of radiation (LER). The spectral optimization approach utilizes Multi-objective Genetic Algorithm to maximize circadian tunability, light quality and LER while minimizing the number of channels. Solution sets are constrained using the non-visual quality metric, Melanopic Efficacy of Luminous Radiation (MELR) from the Melanopic Equivalent Daylight Illuminance (MEDI) approach and the more stringent visual quality metric TM-30 in addition to conventional Color Rendering Index (CRI). By matching theoretically optimized LED parameters to commercially available LED parameters for commercialization purposes, we establish the maximum MELR tunability that is achievable with 4 and 5 LED channels and the resulting trade-off in efficacy and light quality. Based on the results and analysis in this work, we detail a spectral optimization approach to propel the field of indoor lighting towards human-centric lighting.
topic Circadian lighting
human-centric lighting
indoor lighting
LED
luminaire design
melanopic equivalent daylight illuminance
url https://ieeexplore.ieee.org/document/9144218/
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AT cheepintan thespectraloptimizationofacommercializablemultichannelledpanelwithcircadianimpact
AT yijiausaw spectraloptimizationofacommercializablemultichannelledpanelwithcircadianimpact
AT vineethakalavally spectraloptimizationofacommercializablemultichannelledpanelwithcircadianimpact
AT cheepintan spectraloptimizationofacommercializablemultichannelledpanelwithcircadianimpact
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