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SpineOpt: A flexible open-source energy system modelling framework

Publiceringsår

2022

Upphovspersoner

Ihlemann, Maren; Kouveliotis-Lysikatos, Iasonas; Huang, Jiangyi; Dillon, Joseph; O'Dwyer, Ciara; Rasku, Topi; Marin, Manuel; Poncelet, Kris; Kiviluoma, Juha

Abstrakt

The transition towards more sustainable energy systems poses new requirements on energy system models. New challenges include representing more uncertainties, including short-term detail in long-term planning models, allowing for more integration across energy sectors, and dealing with increased model complexities. SpineOpt is a flexible, open-source, energy system modelling framework for performing operational and planning studies, consisting of a wide spectrum of novel tools and functionalities. The most salient features of SpineOpt include a generic data structure, flexible temporal and spatial structures, a comprehensive representation of uncertainties, and model decomposition capabilities to reduce the computational complexity. These enable the implementation of highly diverse case studies. SpineOpt’s features are presented through several publicly-available applications. An illustrative case study presents the impact of different temporal resolutions and stochastic structures in a co-optimised electricity and gas network. Using a lower temporal resolution in different parts of the model leads to a lower computational time (44%–98% reductions), while the total system cost varies only slightly (-1.22–1.39%). This implies that modellers experiencing computational issues should choose a high level of temporal accuracy only when needed.
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Organisationer och upphovspersoner

Teknologiska forskningscentralen VTT Ab

Huang Jiangyi Orcid -palvelun logo

Kiviluoma Juha Orcid -palvelun logo

Rasku Topi Orcid -palvelun logo

Publikationstyp

Publikationsform

Artikel

Moderpublikationens typ

Tidning

Artikelstyp

En originalartikel

Målgrupp

Vetenskaplig

Kollegialt utvärderad

Kollegialt utvärderad

UKM:s publikationstyp

A1 Originalartikel i en vetenskaplig tidskrift

Publikationskanalens uppgifter

Volym

43

Artikelnummer

100902

Publikationsforum

70369

Publikationsforumsnivå

1

Öppen tillgång

Öppen tillgänglighet i förläggarens tjänst

Ja

Öppen tillgång till publikationskanalen

Helt öppen publikationskanal

Licens för förläggarens version

CC BY

Parallellsparad

Nej

Övriga uppgifter

Vetenskapsområden

Materialteknik

Nyckelord

[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Språk

engelska

Internationell sampublikation

Ja

Sampublikation med ett företag

Ja

DOI

10.1016/j.esr.2022.100902

Publikationen ingår i undervisnings- och kulturministeriets datainsamling

Ja