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A data mining system for predicting solar global spectral irradiance. Performance assessment in the spectral response ranges of thin-film photovoltaic modules
Del-Campo-Ávila, José; Piliougine, Michel; Morales-Bueno, Rafael; Mora-López, Llanos (Elsevier Ltd., 2019-04)Knowing the spectral distribution of solar radiation is required to estimate the performance of photovoltaic modules, especially for thin-film modules. This is not a trivial problem due to the large number of environmental ... -
Análisis de datos
Piliougine, Michel (2008) -
Analysis of the degradation of amorphous silicon-based modules after 11 years of exposure by means of IEC60891:2021 procedure 3
Piliougine, Michel; Sánchez-Friera, Paula; Petrone, Giovanni; Sánchez-Pacheco, Francisco José; Spagnuolo, Giovanni; Sidrach-de-Cardona-Ortin, Mariano[et al.] (Wiley, 2022)The degradation of two amorphous silicon-based photovoltaic (PV) modules, namely, of single junction amorphous silicon (a-Si) and of micromorph tandem (a-Si/μ-Si), after 11 years of exposure in the south of Spain is analyzed. ... -
Analysis of the degradation of single–crystalline silicon modules after 21 years of operation
Piliougine, Michel; Oukaja, A; Sánchez-Friera, Paula; Petrone, Giovanni; Sánchez-Pacheco, F.J.; Spagnuolo, G; Sidrach-de-Cardona-Ortin, Mariano[et al.] (Wiley, 2021-04-19)In this paper the results of the analysis of the degradation of a set of single–crystalline silicon modules after 21 years are presented. The comparison of the main electrical parame ters and the series and of the shunt ... -
Characterisation of hourly temperature of a thin-film module from weather conditions by artificial intelligence techniques
Piliougine, Michel; Mora-López, Llanos; Carretero-Rubio, Jesús Eduardo; Sidrach-de-Cardona-Ortin, Mariano (2015-09-21)The aim of this paper is the use and validation of artificial intelligence techniques to predict the temperature of a thin-film module based on tandem CdS/CdTe technology. The cell temperature of a module is usually tens ... -
Experimental measurement system and neural network model to simulate photovoltaic modules
Piliougine, Michel (UMA Editorial, 2019-12-20)El objetivo de esta tesis es el desarrollo de una metodología de medida, caracterización y simulación de módulos fotovoltaicos que pueda ser de utilidad para los investigadores e ingenieros del campo de la tecnología solar ... -
New model to study the outdoor degradation of thin–film photovoltaic modules.
Piliougine, Michel; Sánchez-Friera, Paula; Petrone, Giovanni; Sánchez-Pacheco, Francisco José; Spagnuolo, Giovanni; Sidrach-de-Cardona-Ortin, Mariano[et al.] (Elsevier, 2022-05-19)The performance of four thin-film photovoltaic modules is analyzed after an initial stabilization period and a subsequent outdoor exposition. The seasonal variations and the degradation rates of a single-junction ... -
New software tool to characterize photovoltaic modules from commercial equipment
Piliougine, Michel; Carretero-Rubio, Jesús Eduardo; Sidrach-de-Cardona-Ortin, Mariano; Mora-López, Llanos (2018-09-27)A software platform has been developed in order to unify the different measurements obtained from different manufacturers in the photovoltaic system laboratory of the University of Malaga, Spain. These measurements include ... -
Parameters extraction of single diode model for degraded photovoltaic modules
Piliougine, Michel; Guejiía-Burbano, R.A.; Petrone, Giovanni; Sánchez-Pacheco, Francisco José; Mora-López, Llanos; Sidrach-de-Cardona-Ortin, Mariano[et al.] (Elsevier, 2020-09-22)The single–diode model is widely used for the analysis of photovoltaic systems and reproducing accurately the I–V curve. Numerical or analytical methods can be employed to estimate the model parameters; among them explicit ... -
Real-time procedure to detect losses in photovoltaic generators using the instantaneous and the translated Performance Ratio
Sánchez-Pacheco, Francisco José; Mora-López, Llanos; Piliougine, Michel; Heredia-Larrubia, Juan Ramón; Sidrach-de-Cardona-Ortin, Mariano (2019-06-10)In the past the diagnosis of PV panels was mainly devoted to evaluate the performance degradation due to the manufacturing process and to guarantee the 25 years lifetime; these analysis was essentially based on off-line ...