Title :
Achievement of the behaviour rules of a renewable source of energy (solar arrays + inverter) using evolutionary algorithms techniques
Author :
Alvarez, J.L. ; Enrique, J.M. ; Duran, E. ; Pedro, M. ; Sidrach, M.
Author_Institution :
Universidad de Huelva, Spain
fDate :
June 28 2004-July 1 2004
Abstract :
In this paper, we have analyzed the behaviour of a renewable source of energy by means of analysis of its performance. We have a system of data acquisition to measure variable and to generate B database with these values. The obtained data are analyzed by means of a Data Mining technique based on an Evolutionary Algorithm. To conclude our analysis, we will show the capacity of the techniques to evaluate or predict events depending on the environmental and weather conditions. We will also show the utility of these strategies as evaluators of the photovoltaic module efficiency.
Keywords :
Algorithm design and analysis; Data analysis; Data mining; Evolutionary computation; Inverters; Pattern analysis; Power generation; Power system reliability; Renewable energy resources; Solar power generation; Data Mining; Evolutionary Algorithm; MPP; Renewable Energy; Solar arrays;
Conference_Titel :
Automation Congress, 2004. Proceedings. World
Conference_Location :
Seville
Print_ISBN :
1-889335-21-5