Loughborough University
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A framework for predicting the non-visual effects of daylight - Part II: The simulation model

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journal contribution
posted on 2016-06-03, 12:39 authored by John MardaljevicJohn Mardaljevic, Marilyne Andersen, Nicolas Roy, J. Christoffersen
This paper describes a climate-based simulation framework devised to investigate the potential for the non-visual effects of daylight in buildings. It is part 2 of a study where the first paper focused on the formulation of the photobiological underpinnings of a thresholdbased model configured for lighting simulation from the perspective of the human nonvisual system (e.g. circadian response). This threshold-based model employs a static dose-response curve and instantaneous exposure of daylight at the eye to estimate the magnitude of the non-visual effect as a first step towards a simulation framework that would establish a link between light exposure at the eye in an architectural context and expected effects on the non-visual system. In addition to being highly sensitive to the timing and duration of light exposure, the non-visual system differs fundamentally from the visual system in its action spectrum. The photosensitivity of the retinal ganglion cells that communicate light exposure to the brain is known to be shifted to the blue with respect to the photopic sensitivity curve. Thus the spectral character of daylight also becomes a sensitive factor in the magnitude of the predicted non-visual effect. This is accounted for in the model by approximating `yellow' sunlight, `grey' skylight and `blue' skylight to three distinct CIE illuminant types, and then tracking their `circadianlux' weighted contributions in the summation of daylight received at the eye. A means to `condense' non-visual effects into a synthesised graphical format for the year, split by periods of the day, is described in terms of how such a format could inform design decisions. The sensitivity of the simulation model's predictions to prevailing climate and building orientation is demonstrated by comparing results from eight European locations.



  • Architecture, Building and Civil Engineering

Published in







388 - 406 (19)


MARDALJEVIC, J. ...et al., 2014. A framework for predicting the non-visual effects of daylight - Part II: The simulation model. Lighting Research and Technology, 46(4), pp. 388-406.


© The Chartered Institution of Building Services Engineers. Published by Sage.


  • AM (Accepted Manuscript)

Publisher statement

This work is made available according to the conditions of the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) licence. Full details of this licence are available at: https://creativecommons.org/licenses/by-nc-nd/4.0/

Publication date



This paper was accepted for publication in the journal Lighting Research and Technology and the definitive published version is available at http://dx.doi.org/10.1177/1477153513491873




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