TY - JOUR
TI - Energy efficiency cart modeling of solar energy collectors by genetic programming
AU - Kovač Pavel P
AU - Petrović Vladan M
AU - Pucovsky Vladimir V
AU - Birčanin Bojan S
AU - Savković Borislav S
AU - Gostimirović Marin P
JN - Thermal Science
PY - 2016
VL - 20
IS - 12
SP - 471
EP - 479
PT - Article
AB - Uniquely constructed technical solution of solar energy collector is  presented in this paper. It presents a great breakthrough in the field of  energy efficiency and successful exploitation of renewable energy sources.  Principle of this high-temperature energy storage enables the energy  accumulated from the sun to be yielded when necessary and continuously, 24  hours a day and 365 days a year. Furthermore this paper is containing a  modeling of sun irradiance, generated energy intensity for flat solar panel  and for Prof. Petrovic concentrator. Modeling is made with genetic  programming and it is found out that genetic programming is suitable method  for modeling of energy intensity. It offers results which are within  acceptable tolerances while maintaining ease of use and short computational  time. Genetic programming yielded results of 12,97%, 14,6% and 9,25% average  percent error for irradiance, flat solar panel and Prof. Petrovic solar  concentrator respectively. [Projekat Ministarstva nauke Republike Srbije, br.  TR 35015]