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TulipaProfileFitting.jl: a Julia package for fitting renewable energy time series profiles

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Date
2024-09-01
Author
Tejada Arango, Diego Alejandro
Soares Siqueira, Abel
Özdemir, Özge
Morales España, German Andres
Estado
info:eu-repo/semantics/publishedVersion
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Abstract
 
 
This paper introduces the TulipaProfileFitting.jl package, a tool developed in Julia to generate renewable energy profiles that fit a given capacity factor of full load hours. It addresses the limitations of naive methods in adjusting existing profiles to match improved technology efficiency, particularly in scenarios lacking detailed weather data or technology specifications. By formulating the problem mathematically, the package provides a computationally efficient solution for creating realistic renewable energy profiles based on existing data. It ensures that the adjusted profiles realistically reflect the improvements in technology efficiency, making it an essential tool for energy modelers in analyzing future energy systems.
 
URI
https:doi.org10.1016j.softx.2024.101844
http://hdl.handle.net/11531/100656
TulipaProfileFitting.jl: a Julia package for fitting renewable energy time series profiles
Tipo de Actividad
Artículos en revistas
ISSN
2352-7110
Materias/ categorías / ODS
Instituto de Investigación Tecnológica (IIT)
Palabras Clave

Renewable energy profiles; Capacity factors; Energy modeling; Availability profiles; Full load hours; Renewable source potential
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