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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 (Engelska)Ingår i: Renewable energy, ISSN 0960-1481, E-ISSN 1879-0682, Vol. 225, artikel-id 120229Artikel i tidskrift (Refereegranskat) 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.

Ort, förlag, år, upplaga, sidor
Elsevier BV , 2024. Vol. 225, artikel-id 120229
Nyckelord [en]
Bilevel problem, Hydropower area Equivalent model, McCormick envelopes, Modified benders decomposition, Single-level reduction
Nationell ämneskategori
Annan elektroteknik och elektronik
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
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QC 20240503

Tillgänglig från: 2024-03-13 Skapad: 2024-03-13 Senast uppdaterad: 2024-05-03Bibliografiskt granskad

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Blom, EvelinSöder, Lennart

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Totalt: 243 träffar
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