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Inicio  /  Applied Sciences  /  Vol: 12 Par: 21 (2022)  /  Artículo
ARTÍCULO
TITULO

Study of the Evolution of the Performance Ratio of Photovoltaic Plants Operating in a Utility-Scale Installation Located at a Subtropical Climate Zone Using Mixed-Effects Linear Modeling

Carlos Montes    
Roberto Dorta-Guerra    
Benjamín González-Díaz    
Sara González-Pérez    
Luis Ocaña and Elena Llarena    

Resumen

This paper assessed the evolution of the performance ratio (PR) of a utility-scale photovoltaic (PV) installation that operates at subtropical climate conditions. The period of study encompassed 8 years, and the PR was calculated according to the ICE 61724 standard with a monthly resolution. A linear mixed effects model (LME) is a suitable tool for analyzing longitudinal data. Three LME models were assessed to provide the degradation rate. The ?null model? evaluates the general relationship between PR and time with a monthly declination rate (?PR%) of 0.0391%/month. The ?typology model? considered the relationship between PR and, as covariates, time, Manufacturer, Technology, and NominalP. Only the ?PR% related to NominalP was found to be significant, so that, when the nominal power of a type of PV module used for a PV production unit is increased by one unit, the ?PR% of the corresponding unit increases by 0.000897%/month. Finally, the ?location model? took into account the relationship between PR and, as covariates, time, Edge, and LengthSt. These last two factors were significant, resulting in an increase of 0.0132%/month for a PV unit located at the edge of the facility and 0.00117%/month and per PV production unit when considering the length of a street, respectively.

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