A novel strong duality-based reformulation for trilevel infrastructure models in energy systems development

Tutkimustuotos: LehtiartikkeliArticleScientificvertaisarvioitu

61 Lataukset (Pure)

Abstrakti

We explore the class of trilevel equilibrium problems with a focus on energy-environmental applications and present a novel single-level reformulation for such problems, based on strong duality. To the best of our knowledge, only one alternative single-level reformulation for trilevel problems exists. This reformulation uses a representation of the bottom-level solution set, whereas we propose a reformulation based on strong duality. Our novel reformulation is compared to this existing formulation, discussing both model sizes and computational performance. In particular, we apply this trilevel framework to a power market model, exploring the possibilities of an international policymaker in reducing emissions of the system. Using the proposed approach, we are able to obtain globally optimal solutions for a five-node case study representing the Nordic countries and assess the impact of a carbon tax on the electricity production portfolio.

AlkuperäiskieliEnglanti
Sivut438-453
Sivumäärä16
JulkaisuJournal of the Operational Research Society
Vuosikerta76
Numero3
Varhainen verkossa julkaisun päivämäärä2024
DOI - pysyväislinkit
TilaJulkaistu - 2025
OKM-julkaisutyyppiA1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä

Rahoitus

The calculations presented in this paper were performed using computer resources within the Aalto University School of Science “Science-IT” project. Fabricio Oliveira and Olli Herrala were supported by the Research Council of Finland (decision numbers 348094 and 332180). Steven A. Gabriel was supported by the National Science Foundation (NSF) Award #2113891, Civil Infrastructure Systems. Tommi Ekholm was supported by the Research Council of Finland (decision number 341311).

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