RT info:eu-repo/semantics/article T1 Retrieval of monthly average hourly values of direct and diffuse solar irradiance from measurements of global radiation in Spain A1 Pérez Burgos, Ana Mª A1 Diez Mediavilla, Montserrat A1 Alonso Tristán, Cristina A1 Dieste Velasco, Mª Isabel K1 Solar resource K1 Direct and diffuse solar irradiance K1 Modeling K1 Monthly average hourly 40 values K1 Electric engineering K1 Ingeniería eléctrica AB An exhaustive evaluation of the performance of decomposition models to estimate direct and diffuse components from the global horizontal solar irradiance has been carried out in this work. The main objective of this work has been to compare the model performance for two different time bases, hourly and monthly average hourly bases. An extensive database of horizontal solar irradiance from nine locations in Spain was used for the study. The data span through January 1980 to December 2012 of hourly solar irradiance for the nine locations and thus indicate a cumulative year sum of 132 years. This study first investigated the decomposition of the hourly horizontal irradiance into hourly direct and diffuse components using six decomposition models widely referenced in the bibliography. In the hourly decomposition investigation, it was observed that there are no significant differences between the six models for each specific location. Nevertheless, the performance of each of the models was strongly dependent on cloudiness conditions and the solar altitude at the location which is associated with the climatic condition of each site. Further investigations using the six decomposition models were conducted to estimate monthly average hourly values of direct and diffuse components of the solar irradiance with proper assessment of the different models' performance at various locations. Based on the results of the investigations which present no significant differences in the performance of the different models, an extremely simple algorithm was developed to estimate monthly average hourly values of direct and diffuse solar irradiance, which reduces the statistical errors in all locations investigated. PB AIP Publishing SN 1941-7012 YR 2018 FD 2018-03 LK http://hdl.handle.net/10259/4816 UL http://hdl.handle.net/10259/4816 LA eng NO Spanish Government (ENE2014-54601R) and the506 Regional Government of Castile and Leon (BU358A12-2) DS Repositorio Institucional de la Universidad de Burgos RD 18-abr-2024