Endre søk
RefereraExporteraLink to record
Permanent link

Direct link
Referera
Referensformat
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Annet format
Fler format
Språk
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Annet språk
Fler språk
Utmatningsformat
  • html
  • text
  • asciidoc
  • rtf
Single-level reduction of the hydropower area Equivalent bilevel problem for fast computation
KTH, Skolan för elektroteknik och datavetenskap (EECS), Elektroteknik, Elkraftteknik.ORCID-id: 0000-0002-8905-3277
KTH, Skolan för elektroteknik och datavetenskap (EECS), Elektroteknik, Elkraftteknik.ORCID-id: 0000-0002-8189-2420
2024 (engelsk)Inngår i: Renewable energy, ISSN 0960-1481, E-ISSN 1879-0682, Vol. 225, artikkel-id 120229Artikkel i tidsskrift (Fagfellevurdert) Published
Abstract [en]

For inclusion in large-scale power system models, various aggregations and simplifications in the modeling of relevant actors are needed. This paper focuses on reduced models of hydropower, so called area Equivalent models. They use a simplified topology but are not a direct aggregation of the real hydropower system. Instead, the area Equivalent is constructed to mimic the simulated power production of a more detailed hydropower reference model. Here, this goal is fulfilled by formulating a bilevel problem minimizing the difference in simulated power production between the area Equivalent and its reference. Solving this can be computationally heavy. Thus, for a fast solution of this bilevel problem, a single-level reduction is done, which is then solved using two methods. The first method includes McCormick envelopes to form a linear single-level problem. Second is a modified Benders with a relaxed sub-problem to handle the non-convex single-level. These are then also compared to Particle Swarm Optimization. Moreover, six new upper-level objective functions are investigated for a case study of hydropower in northern Sweden. The method using McCormick envelopes is fast (2–5 min), but the area Equivalent shows lower average performance. The modified Benders finds a solution in 5–31 min with good performance.

sted, utgiver, år, opplag, sider
Elsevier BV , 2024. Vol. 225, artikkel-id 120229
Emneord [en]
Bilevel problem, Hydropower area Equivalent model, McCormick envelopes, Modified benders decomposition, Single-level reduction
HSV kategori
Identifikatorer
URN: urn:nbn:se:kth:diva-344334DOI: 10.1016/j.renene.2024.120229ISI: 001206927900001Scopus ID: 2-s2.0-85186614589OAI: oai:DiVA.org:kth-344334DiVA, id: diva2:1844337
Merknad

QC 20240503

Tilgjengelig fra: 2024-03-13 Laget: 2024-03-13 Sist oppdatert: 2024-05-03bibliografisk kontrollert

Open Access i DiVA

Fulltekst mangler i DiVA

Andre lenker

Forlagets fulltekstScopus

Person

Blom, EvelinSöder, Lennart

Søk i DiVA

Av forfatter/redaktør
Blom, EvelinSöder, Lennart
Av organisasjonen
I samme tidsskrift
Renewable energy

Søk utenfor DiVA

GoogleGoogle Scholar

doi
urn-nbn

Altmetric

doi
urn-nbn
Totalt: 243 treff
RefereraExporteraLink to record
Permanent link

Direct link
Referera
Referensformat
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Annet format
Fler format
Språk
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Annet språk
Fler språk
Utmatningsformat
  • html
  • text
  • asciidoc
  • rtf