Simulation-aided development of automated solar shading control strategies using performance mapping and statistical classification
نویسندگان
چکیده
This paper presents a structured, generically applicable, method for using building performance simulation to aid the development of comfort-driven solar shading controls by mapping predicted occupant comfort conditions sensor measurements. The uses confusion matrices as statistical classification approach facilitate (i) selection deployment strategies that offer beneficial trade-offs considering multiple aspects and (ii) identification control algorithms optimise non-ideal sensors. support requires relatively little effort from developer, only small number simulations fits well within current practice development. is tested sun-tracking strategy indoor roller blinds case study, which demonstrates can identify high-performance solutions. Finally, generally applicable features are extrapolated alternative applications method’s limitations discussed.
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ژورنال
عنوان ژورنال: Journal of Building Performance Simulation
سال: 2021
ISSN: ['1940-1507', '1940-1493']
DOI: https://doi.org/10.1080/19401493.2021.1887355