dc.creator | Rouzbehi, Kumars | es |
dc.creator | Miranian, Arash | es |
dc.creator | Escaño González, Juan Manuel | es |
dc.creator | Rakhshani, Elyas | es |
dc.creator | Shariati, Negin | es |
dc.creator | Pouresmaeil, Edris | es |
dc.date.accessioned | 2019-08-02T11:38:51Z | |
dc.date.available | 2019-08-02T11:38:51Z | |
dc.date.issued | 2019-05 | |
dc.identifier.citation | Rouzbehi, K., Miranian, A., Escaño González, J.M., Rakhshani, E., Shariati, N. y Pouresmaeil, E. (2019). A Data-Driven Based Voltage Control Strategy for DC-DC Converters: Application to DC Microgrid. Electronics (Switzerland), 8 (5), Article nº 493. | |
dc.identifier.issn | 2079-9292 | es |
dc.identifier.uri | https://hdl.handle.net/11441/88281 | |
dc.description.abstract | This paper develops a data-driven strategy for identification and voltage control for DC-DC power converters. The proposed strategy does not require a pre-defined standard model of the power converters and only relies on power converter measurement data, including sampled output voltage and the duty ratio to identify a valid dynamic model for them over their operating regime. To derive the power converter model from the measurements, a local model network (LMN) is used, which is able to describe converter dynamics through some locally active linear sub-models, individually responsible for representing a particular operating regime of the power converters. Later, a local linear controller is established considering the identified LMN to generate the control signal (i.e., duty ratio) for the power converters. Simulation results for a stand-alone boost converter as well as a bidirectional converter in a test DC microgrid demonstrate merit and satisfactory performance of the proposed data-driven identification and control strategy. Moreover, comparisons to a conventional proportional-integral (PI) controllers demonstrate the merits of the proposed approach. | es |
dc.format | application/pdf | es |
dc.language.iso | eng | es |
dc.publisher | MDPI AG | es |
dc.relation.ispartof | Electronics (Switzerland), 8 (5), Article nº 493. | |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 Internacional | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.subject | DC-DC power converter | es |
dc.subject | Takagi–Sugeno fuzzy system | es |
dc.subject | Hierarchical binary tree | es |
dc.title | A Data-Driven Based Voltage Control Strategy for DC-DC Converters: Application to DC Microgrid | es |
dc.type | info:eu-repo/semantics/article | es |
dcterms.identifier | https://ror.org/03yxnpp24 | |
dc.type.version | info:eu-repo/semantics/publishedVersion | es |
dc.rights.accessRights | info:eu-repo/semantics/openAccess | es |
dc.contributor.affiliation | Universidad de Sevilla. Departamento de Ingeniería de Sistemas y Automática | es |
dc.relation.publisherversion | https://www.mdpi.com/2079-9292/8/5/493 | es |
dc.identifier.doi | 10.3390/electronics8050493 | es |
idus.format.extent | 14 p. | es |
dc.journaltitle | Electronics (Switzerland) | es |
dc.publication.volumen | 8 | es |
dc.publication.issue | 5 | es |
dc.publication.initialPage | Article nº 493 | es |