Algorithms for Personalized Lighting Control Using Well-Being Data

The use of adaptive lighting systems, which are designed to target an individual's psychophysiological state, represents a promising avenue for enhancing employee health and well-being. Notwithstanding the significant advancements in our comprehension of the non-visual impacts of lighting on human, no algorithms have been devised for practical applications that utilize human state data. This longitudinal study was conducted over a period of eight months in the working polyclinic. Psychological surveys and biometric monitoring data were used in combination. Heart rates were considered for further integration into the control of lighting systems. The results demonstrated that heart rate correlate with human performance and can be utilized in the proposed lighting control algorithms.

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Publication Details

Published
2024-11-12
DOI
https://doi.org/10.1109/ls2463127.2024.10881199
Primary Topic
Building Energy and Comfort Optimization
Type
article
Field-Weighted Citation Impact
0.00

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article

Algorithms for Personalized Lighting Control Using Well-Being Data

Svetlana V. Roslyakova, Daria A. Klimova
Building Energy and Comfort Optimization
article

Algorithms for Personalized Lighting Control Using Well-Being Data

Svetlana V. Roslyakova, Daria A. Klimova
article en

Abstract

The use of adaptive lighting systems, which are designed to target an individual's psychophysiological state, represents a promising avenue for enhancing employee health and well-being. Notwithstanding the significant advancements in our comprehension of the non-visual impacts of lighting on human, no algorithms have been devised for practical applications that utilize human state data. This longitudinal study was conducted over a period of eight months in the working polyclinic. Psychological surveys and biometric monitoring data were used in combination. Heart rates were considered for further integration into the control of lighting systems. The results demonstrated that heart rate correlate with human performance and can be utilized in the proposed lighting control algorithms.

ITMO University (RU)
Russian Science Foundation
Affordable and clean energy
Openalex Percentile: Top 71%
Building Energy and Comfort Optimization
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