Explanatory analysis of data from a distributed solar collector field

Authors:
Manuel Berenguel;Ryszard Klempous;Henryk Maciejewski;Jan Nikodem;Maciej Nikodem;Loreto Valenzuela
Affiliations:
University of Almeria, Spain;Wroclaw University of Technology, Poland;Wroclaw University of Technology, Poland;Wroclaw University of Technology, Poland;Wroclaw University of Technology, Poland;CIEMAT, Plataforma Solar de Almeria, Spain
Venue:
EUROCAST'05 Proceedings of the 10th international conference on Computer Aided Systems Theory
Year:
2005

Citing 3
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Abstract

This work is devoted to application of explanatory data analysis in the field of solar plant control and monitoring. Data analysis tasks are discussed that allow discovering useful plant knowledge based on historical data obtained from plant control and monitoring systems. Approaches discussed include both OLAP analysis of plant monitoring data (i.e. multidimensional analysis based on a data warehouse), as well as data mining on plant monitoring data. Some of the data analysis tasks discussed have been realized based on monitoring data from distributed solar collector fields at Plataforma Solar de Almeria in Spain.