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Operation planning of wind farms with pumped storage plants based on type-2 fuzzy modeling of uncertainties [articol]

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dc.contributor.author Siahkali, H.
dc.contributor.author Abedi, S. M.
dc.date.accessioned 2024-09-13T07:58:20Z
dc.date.available 2024-09-13T07:58:20Z
dc.date.issued 2020
dc.identifier.citation Siahkali, H.; Abedi, S. M.: Operation planning of wind farms with pumped storage plants based on type-2 fuzzy modeling of uncertainties. Timişoara: Editura Politehnica, 2020. en_US
dc.identifier.issn 1582-4594
dc.identifier.uri https://dspace.upt.ro/xmlui/handle/123456789/6551
dc.description.abstract The operation planning problem encounters several uncertainties in terms of the power system’s parameters such as load, operating reserve and wind power generation. The modeling of those uncertainties is an important issue in power system operation. The system operators can implement different approaches to manage these uncertainties. These approaches can be categorized into two main groups; mathematical and physical methods. In mathematical methods, different approaches can be used to model the uncertainties of parameters in the formulation of power system problems. A fuzzy based modeling approach can be implemented to develop the new formulation of power system problems under an uncertain environment. On the other hand, in physical methods, energy storage devices can be presented to manage the unpredictable behavior of some parameters of power system. Pumped storage plant is the main energy storage devices that have extensive attraction in system operators. In this paper, the type-2 fuzzy membership function (MF) is implemented to model the uncertainty of wind power generation and the type-1 fuzzy MF is used to model the other parameters in weekly unit commitment (UC) problem. The proposed approach is applied to two different test systems which have conventional generating units, wind farms and pumped storage plants to consider the results of fuzzy modeling of uncertainties. en_US
dc.language.iso en en_US
dc.publisher Timișoara : Editura Politehnica en_US
dc.relation.ispartofseries Journal of Electrical Engineering;Vol 20 No 4
dc.subject Unit commitment en_US
dc.subject Type-2 fuzzy sets en_US
dc.subject Wind power uncertainty en_US
dc.subject Pumped storage plant en_US
dc.title Operation planning of wind farms with pumped storage plants based on type-2 fuzzy modeling of uncertainties [articol] en_US
dc.type Article en_US


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