Decomposition method for optimizing long-term multi-area energy production with heat and power storages

Elnaz Abdollahi, Risto Lahdelma

Tutkimustuotos: LehtiartikkeliArticleScientificvertaisarvioitu

Abstrakti

To achieve efficient transition towards climate and energy framework targets, improvement in energy efficiency is important. This paper presents a model for long-term multi-area combined heat and power production with heat and power storages, and power transmission between areas. Assuming fixed unit commitment, the model minimizes total production and transmission cost. The model can in principle be solved as a linear programming model. However, energy storages impose dynamic constraints to the model, making the long-term model very large and slow to solve. To speed up solution and to allow larger models to be solved, we develop a novel decomposition method that solves three kinds of smaller sub-models iteratively. The method is validated by comparing it with the integrated linear programming model using realistic demand data generated by a forecasting model. The method produces near-optimal solutions within three iterations. The decomposition method can also solve larger models much faster than the integrated model.
AlkuperäiskieliEnglanti
Artikkeli114332
Sivumäärä14
JulkaisuApplied Energy
Vuosikerta260
Varhainen verkossa julkaisun päivämäärä20 joulukuuta 2019
DOI - pysyväislinkit
TilaJulkaistu - 15 helmikuuta 2020
OKM-julkaisutyyppiA1 Julkaistu artikkeli, soviteltu

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  • Projektit

    STORE: Uusiutuvan energian stokastinen optimointi laajoissa monituotantojärjestelmissä

    Lahdelma, R., Kayo, G., Abdollahi, E., Einolander, J., Salminen, P., Figueira, J. R., Wang, H. & Rikkas, R.

    01/09/201631/08/2020

    Projekti: Academy of Finland: Other research funding

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