ArticleHeliyon2025
Natural light adaptive context lighting system that provides a lighting environment tailored to the User's objectives.
Article in Heliyon, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
2 citing papers in PubMed.
- Identifying Work-Related Factors Leading to Awkward Postures and Musculoskeletal Disorders in Crane Operators: Insights From a Grounded Theory Study.Health science reports · 2026Article
- Effect of polarized sunglasses on visual functions.International journal of ophthalmology · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
As modern people spend more time indoors, efforts continue to create a beneficial indoor lighting environment for each user's activity. A suitable lighting environment improves efficiency and concentration, but if not, it has adverse effects such as impeding learning. Recently, research has been active on lighting technology that provides CCT suitable for illuminance and the type of use. However, for an indoor environment created by incoming natural light and artificial light, it is difficult to provide and maintain CCT suitable for the user's activity type, and related research is also lacking. Therefore, in this paper, we propose a natural light adaptive context lighting system that provides a lighting environment tailored to the user's purpose even when an uneven lighting environment is created by incoming natural light. The proposed system measures the light characteristics of each indoor area created by natural and artificial light. Then, it adjusts the incoming natural light by controlling the blinds based on the illuminance of the window. Afterward, individual control of LED lighting is performed to provide a standard CCT for rendering the target lighting environment, creating a lighting environment for each objective, classified into general office work, low-intensity work, and high-intensity work. In the performance experiment, a lighting environment for each aim is created within a 5 % error range despite the influence of continuously changing natural light throughout the day.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.