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Pregled bibliografske jedinice broj: 850864

Multi-objective optimization of a simplified factory model acting as a prosumer on the electricity market


Perković, Luka; Mikulčić, Hrvoje; Duić, Neven
Multi-objective optimization of a simplified factory model acting as a prosumer on the electricity market // Journal of cleaner production, 167 (2017), 1438-1449 doi:10.1016/j.jclepro.2016.12.078 (međunarodna recenzija, članak, znanstveni)


CROSBI ID: 850864 Za ispravke kontaktirajte CROSBI podršku putem web obrasca

Naslov
Multi-objective optimization of a simplified factory model acting as a prosumer on the electricity market

Autori
Perković, Luka ; Mikulčić, Hrvoje ; Duić, Neven

Izvornik
Journal of cleaner production (0959-6526) 167 (2017); 1438-1449

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
Electricity markets ; Multi-objective optimization ; Linear programming ; Thermal storage ; Power-to-heat ; Energy planning

Sažetak
This paper presents multi-objective optimization for minimization of both the operating and the investment costs for a hypothetical factory acting as a prosumer on the electricity market. Operating costs are related to the costs of energy supply of factory and investment costs are related to size and the capacity of the available thermal storage, warehouse, as well as PV, power import and power export unit. Operating and investment costs are opposing in the objective function, since costs associated with the increase in the capacity of the structures enable the reduction of the operating costs. The procedure presented in this paper shows the importance of multi- objective optimization and weighting between the two types of costs. Results are presenting the developed Pareto fronts, overall optimum and the annual values of all costs depending on the volatility of market clearing prices and price of fuel. Analysis shows that thermal storage and warehouse capacity have crucial role in offsetting the high prices of the energy supply.

Izvorni jezik
Engleski

Znanstvena područja
Strojarstvo



POVEZANOST RADA


Projekti:
120-1201918-1920 - Racionalno skladištenje energije za održivi razvoj energetike (Duić, Neven, MZOS ) ( POIROT)

Ustanove:
Fakultet strojarstva i brodogradnje, Zagreb,
Rudarsko-geološko-naftni fakultet, Zagreb

Profili:

Avatar Url Hrvoje Mikulčić (autor)

Avatar Url Neven Duić (autor)

Avatar Url Luka Perković (autor)

Poveznice na cjeloviti tekst rada:

doi www.sciencedirect.com

Citiraj ovu publikaciju:

Perković, Luka; Mikulčić, Hrvoje; Duić, Neven
Multi-objective optimization of a simplified factory model acting as a prosumer on the electricity market // Journal of cleaner production, 167 (2017), 1438-1449 doi:10.1016/j.jclepro.2016.12.078 (međunarodna recenzija, članak, znanstveni)
Perković, L., Mikulčić, H. & Duić, N. (2017) Multi-objective optimization of a simplified factory model acting as a prosumer on the electricity market. Journal of cleaner production, 167, 1438-1449 doi:10.1016/j.jclepro.2016.12.078.
@article{article, year = {2017}, pages = {1438-1449}, DOI = {10.1016/j.jclepro.2016.12.078}, keywords = {Electricity markets, Multi-objective optimization, Linear programming, Thermal storage, Power-to-heat, Energy planning}, journal = {Journal of cleaner production}, doi = {10.1016/j.jclepro.2016.12.078}, volume = {167}, issn = {0959-6526}, title = {Multi-objective optimization of a simplified factory model acting as a prosumer on the electricity market}, keyword = {Electricity markets, Multi-objective optimization, Linear programming, Thermal storage, Power-to-heat, Energy planning} }
@article{article, year = {2017}, pages = {1438-1449}, DOI = {10.1016/j.jclepro.2016.12.078}, keywords = {Electricity markets, Multi-objective optimization, Linear programming, Thermal storage, Power-to-heat, Energy planning}, journal = {Journal of cleaner production}, doi = {10.1016/j.jclepro.2016.12.078}, volume = {167}, issn = {0959-6526}, title = {Multi-objective optimization of a simplified factory model acting as a prosumer on the electricity market}, keyword = {Electricity markets, Multi-objective optimization, Linear programming, Thermal storage, Power-to-heat, Energy planning} }

Časopis indeksira:


  • Current Contents Connect (CCC)
  • Web of Science Core Collection (WoSCC)
    • Science Citation Index Expanded (SCI-EXP)
    • SCI-EXP, SSCI i/ili A&HCI
  • Scopus


Citati:





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