Title :
Kriging code for the treatment of environmental and electrical parameters for photovoltaic panels
Author :
Lay-Ekuakille, A. ; Vendramin, G. ; Fedele, A. ; Vasanelli, L. ; Laforgia, D. ; Trotta, A.
Author_Institution :
Dipt. di Ing. dell´´Innovazione, Univ. of Salento, Lecce
Abstract :
Kriging code is a regression method used in the context of the space analysis (geostatistics) which allows to interpolate a quantity in the space, minimizing the mean square error. In the statistics context it is better well known as Gaussian process. Knowing the value of a quantity in a few points in the space (for example the temperature taken in every town of an area), we can determine the quantity value in other points for which measurements do not exist, for example a resort of campaign unequipped of thermometer. This paper shows the study of the development of a Kriging code for the treatment of environmental and electrical parameters for photovoltaic panels. This method will be tested through a case of study realized by us.
Keywords :
geophysical techniques; mean square error methods; renewable energy sources; statistical analysis; Gaussian process; Kriging code; electrical parameters treatment; environmental parameters treatment; photovoltaic panels; regression method; space analysis; Equations; Gaussian processes; Geophysical measurements; Legged locomotion; Mean square error methods; Photovoltaic systems; Signal analysis; Solar power generation; Statistics; Temperature; Estimation; Geophysical measurements; Kalman filtering; Solar Energy; Statitistics;
Conference_Titel :
Systems, Signals and Devices, 2009. SSD '09. 6th International Multi-Conference on
Conference_Location :
Djerba
Print_ISBN :
978-1-4244-4345-1
Electronic_ISBN :
978-1-4244-4346-8
DOI :
10.1109/SSD.2009.4956692
