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

fYear

2009

fDate

23-26 March 2009

Firstpage

1

Lastpage

7

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;

fLanguage

English

Publisher

ieee

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

Type

conf

DOI

10.1109/SSD.2009.4956692

Filename

4956692