Smart Lighting Application for Energy Saving and User Well-Being in the Residential Environment




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3. Results
3.1. Study Selection
In total, 1171 (798 + 373) papers were selected after refining the databases’ results
during the identification phase (see Figure
2
). Removing duplicates resulted in a total
number of 683 papers. The TKA screening of these papers by three individual reviewers
resulted in 71 papers for a full paper review. The screening of their references added
two papers. In total, an additional 60 full papers were excluded as they did not fulfil the
inclusion criteria, and eventually, 13 papers were found eligible for further analyses.


Sustainability 2021, 13, 6198
5 of 17
Sustainability 202113, x FOR PEER REVIEW 
5 of 19 
papers. In total, an additional 60 full papers were excluded as they did not fulfil the inclu-
sion criteria, and eventually, 13 papers were found eligible for further analyses. 
Figure 2. Flow diagram of the Preferred Reporting Items for Systematic Reviews and Meta-Anal-
yses (PRISMA) used for reporting the systematic review process and the identified number of pa-
pers in each step. The last search was performed in March 2021. 
3.2. Definition of a Smart Lighting System 
As stated in the introduction, smart lighting systems include control, communica-
tion, and interconnection abilities, whereas smart lighting is a light source with controlla-
bility of certain light quality/quantity properties. Smart lighting includes smart light 
bulbs, which are illumination sources that include a processor to enable signal exchanges. 
Smart lighting systems were defined or named differently by the found studies, and in 
total, seven different synonyms were used for describing the proposed or investigated 
smart lighting system (see Table 2). Four studies used the term ‘smart lighting’ followed 
by three studies that used ‘intelligent lighting’. Other definitions for smart lighting sys-
tems were ‘automated’, ‘innovative’, ‘multi-objective’, ‘biodynamic’, and ‘context’ light-
ing. It seems that the terms ‘intelligent’ and ‘multi-objective’ represent a kind of lighting 
system that, in addition to energy saving, can offer more services to the users, such as the 
adjustment of the lighting based on recognition of user activities [38–42]. 

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Smart Lighting Application for Energy Saving and User Well-Being in the Residential Environment

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