A review and guide on selecting and optimizing machine learning algorithms for daylight prediction

Author:

Liu QiupingORCID,Chen YaodongORCID,Liu Yang,Lei Yuanfang,Wang Yibo,Hu Pantin

Publisher

Elsevier BV

Subject

Building and Construction,Geography, Planning and Development,Civil and Structural Engineering,Environmental Engineering

Reference128 articles.

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2. An analysis of measured and simulated daylight illuminance and lighting savings in a daylight corridor;Li;Build. Environ.,2005

3. Illuminance-based slat angle selection model for automated control of split blinds;Hu;Build. Environ.,2011

4. Developing a parametric morphable annual daylight prediction model with improved generalization capability for the early stages of office building design;Han;Build. Environ.,2021

5. 100 Years of daylighting: a chronological review of daylight prediction and calculation methods;Ayoub;Sol. Energy,2019

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