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dc.contributor.authorGregory Baltas, Nicholas
dc.contributor.authorLai, Ngoc Bao
dc.contributor.authorMarín Arévalo, Leonardo Vidal
dc.contributor.authorTarraso Martínez, Andrés
dc.contributor.authorRodríguez Cortés, Pedro
dc.contributor.otherUniversitat Politècnica de Catalunya. Doctorat en Sistemes d'Energia Elèctrica
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament d'Enginyeria Elèctrica
dc.date.accessioned2022-02-03T17:07:04Z
dc.date.issued2020
dc.identifier.citationGregory Baltas, N. [et al.]. Grid-forming power converter controller with artificial intelligence to attenuate inter-area modes. A: IEEE Workshop on Control and Modeling for Power Electronics. "2020 IEEE 21st Workshop on Control and Modeling for Power Electronics (COMPEL)". 2020, p. 1-5. DOI 10.1109/COMPEL49091.2020.9265664.
dc.identifier.urihttp://hdl.handle.net/2117/361616
dc.description.abstractRenewable energy and battery energy storage systems are affecting the dynamics of power systems mainly due to the interconnection through power electronics with the electric grid. Specifically, the low inertia characterizing these systems impact’s the overall rotor angle stability of the power electronics dominated power systems. Hitherto, power system stabilizers are the common approach to mitigate electromechanical oscillations, which their parameters are tuned rarely resulting to sub-optimal performance against the changing conditions. In this paper, intelligent power oscillation damper (iPOD) is proposed for grid-forming power converters to attenuate sub-synchronous oscillations. The iPOD is tuned to the inter-area modes in realtime through an ensemble AI model based on Decision Trees called Random Forests. The proposed control scheme is verified using the two area system considering symmetrical faults as well as network variations. In addition, the damping capabilities of the proposed scheme are compared with the damping of the power system stabilizer installed in each generator.
dc.description.sponsorshipThis work was supported by the European Commission under project INTERRFACE - H2020-LC-SC3-2018-ES-SCC- 824330 and by the Spanish Ministry of Science under project ENE2017-88889-C2-1-R.
dc.format.extent5 p.
dc.language.isoeng
dc.subjectÀrees temàtiques de la UPC::Energies::Recursos energètics renovables
dc.subjectÀrees temàtiques de la UPC::Enginyeria elèctrica
dc.subject.lcshElectric current converters
dc.subject.lcshRenewable energy sources
dc.titleGrid-forming power converter controller with artificial intelligence to attenuate inter-area modes
dc.typeConference lecture
dc.subject.lemacConvertidors de corrent elèctric
dc.subject.lemacEnergies renovables
dc.contributor.groupUniversitat Politècnica de Catalunya. SEER - Sistemes Elèctrics d'Energia Renovable
dc.identifier.doi10.1109/COMPEL49091.2020.9265664
dc.description.peerreviewedPeer Reviewed
dc.relation.publisherversionhttps://ieeexplore.ieee.org/document/9265664
dc.rights.accessRestricted access - publisher's policy
local.identifier.drac32493098
dc.description.versionPostprint (published version)
dc.relation.projectidinfo:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2013-2016/ENE2017-88889-C2-1-R/ES/NODOS INTELIGENTES CON ALMACENAMIENTO DE ENERGIA PARA FLEXIBILIZAR LA OPERACION DE SISTEMAS DE DISTRIBUCION/
dc.relation.projectidinfo:eu-repo/grantAgreement/EC/H2020/824330/EU/TSO-DSO-Consumer INTERFACE aRchitecture to provide innovative grid services for an efficient power system/INTERRFACE
dc.date.lift10000-01-01
local.citation.authorGregory Baltas, N.; Lai, N.; Marín , L.; Tarrasó, A.; Rodriguez, P.
local.citation.contributorIEEE Workshop on Control and Modeling for Power Electronics
local.citation.publicationName2020 IEEE 21st Workshop on Control and Modeling for Power Electronics (COMPEL)
local.citation.startingPage1
local.citation.endingPage5


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