Validations of HOMER and SAM tools in predicting energy flows and economic analysis for renewable systems: Comparison to a real-world system result

Carlos Vargas-Salgado, Dácil Díaz-Bello, David Alfonso-Solar, Fabian Lara-Vargas

Producción científica: Contribución a una revistaArtículo en revista científica indexadarevisión exhaustiva

Resumen

HOMER and SAM are commonly used in the scientific field to predict future energy balances and economic analysis, but it must be evaluated if such tools provide satisfactory predictions and results when using available inputs. This paper evaluates HOMER and SAM for predicting energy balance and conducting economic analyses of renewable energy systems. Using real PV system data until 2021, the study examines the tool's accuracy in predicting energy flows, costs, and payback. Error is assessed by comparing simulation results to real results. Real data from 2022 were implemented to evaluate prediction errors. Results show that, with the data inputs used, the most significant errors occurred in load and PV production, ranging from 4.9% to 7.6% in SAM and 4.9% to 5.3% in HOMER. The study reports errors in self-consumption and electricity from/to the grid, with values ranging from 0.9% to 4.4% in SAM and 3.1% to 3.8% in HOMER. The payback error is 1.2% for SAM and 3.8% for HOMER. Finally, having validated the tools, a sensitivity analysis compares scenarios modifying energy costs and the influence of implementing battery systems.

Idioma originalInglés
Número de artículo103896
Número de páginas16
PublicaciónSustainable Energy Technologies and Assessments
Volumen69
DOI
EstadoPublicada - 25 jul. 2024

Nota bibliográfica

Publisher Copyright:
© 2024 Elsevier Ltd

Palabras clave

  • Tools validation
  • Renewable system
  • HOMER
  • System Advisor Model (SAM)

Tipos de Productos Minciencias

  • Artículos de investigación con calidad A1 / Q1

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