Optimization of Wind Catcher System as Daylight Distributor in Building based on Genetic Algorithm Method
Wind catchers are natural ventilation devices that are commonly used in buildings in various Middle East countries, intended to work as a passive cooling and ventilation system. However, the geometry of wind catchers which is an opening to the outside environment make it also potential to function a...
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| Format: | Final Project |
| Language: | Indonesia |
| Online Access: | https://digilib.itb.ac.id/gdl/view/39637 |
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| Institution: | Institut Teknologi Bandung |
| Language: | Indonesia |
| Summary: | Wind catchers are natural ventilation devices that are commonly used in buildings in various Middle East countries, intended to work as a passive cooling and ventilation system. However, the geometry of wind catchers which is an opening to the outside environment make it also potential to function as daylight distributor in buildings. Thus, this study aims to examine daylighting performance and visual comfort in buildings with wind catchers as daylight distributor, and to recommend some design to improve the performance. The reference geometry that has no grating with chimney height 1.5 m, and interior tower reflectance 0.5 is used to be optimized in this study.
A model of wind catcher is introduced, with various number of gratings (0 - 6), the chimney height (1.5 m - 3.5 m), and interior tower reflectance (0.1 - 0.9). Climate-based daylight modelling, simulation and analysis are performed for the climate of Bandung, Indonesia. Average Daylight factor (ADF) and various climate-based metrics such as Spatial Daylight Autonomy (sDA300/50%), and Annual Sunlight Exposure (ASE1000,250) are observed. ADF is first obtained by genetic algorithm optimization method, and then the genetic value of the most optimum ADF is used to obtain the most optimum value of sDA300/50% and ASE1000,250. The most optimum metric values of each design will be given fair-weighted score to obtain the highest rank of each design categories. As the result, by changing the geometry of wind catcher in reference building to wind catcher that has no grating with chimney height 3.15 m and interior tower reflectance 0,9 show that the value of sDA300/50% and FPASHavg are increased by 16.69% and 0.214% respectively than the reference geometry design, with the same ASE1000,250 value as the reference geometry design.
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