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Algorithm for blinds control based on the optimization of blind tilt angle using a genetic algorithm and fuzzy logic_1

Research Area: Uncategorized Year: 2012
Type of Publication: Article Keywords: Blind tilt angle; Thermal gain; Lighting; Power consumption; Genetic algorithm; Fuzzy logic
Authors:
  • Čongradac, Velimir
  • Prica, Marta
  • Paspalj, Marija
  • Bojanić, Dubravka
  • Čapko, Darko
Journal: Solar Energy Volume: 86
Number: 9 Pages: 2762-2770
BibTex:
Abstract:
This paper presents the calculation of the power of solar rays that pass through the window of an observed room and their impact on warming up and lighting of the room. The calculations were performed using a mathematical model that takes into account the geographical position of the object, time zone, orientation of windows, day of the year, and current time. This paper also includes the calculation of geometry of the solar radiation and its intensity, artificial light and cooling/heating demands. Based on data from above, the optimization of blind tilt angle was performed to achieve the best possible brightness of the room and energy savings when heating or cooling, depending on ambient temperature. Optimization was performed using a genetic algorithm and fuzzy logic. After an analysis of the results obtained from optimization of the blind tilt angle, an algorithm for blinds control was developed in order to achieve energy savings and comfort in the observed room. Based on the derived conclusions, an UML diagram was made that describes the algorithm for determining optimal blind tilt angle.
[Bibtex]