An optimal approach for load-frequency control of islanded microgrids based on nonlinear model

annif.suggestionscontrol engineering|optimisation|control theory|energy production (process industry)|genetic algorithms|distribution of electricity|differential evolution|distributed generation|electric machines|electrical power networksen
annif.suggestions.linkshttp://www.yso.fi/onto/yso/p5636|http://www.yso.fi/onto/yso/p13477|http://www.yso.fi/onto/yso/p868|http://www.yso.fi/onto/yso/p2384|http://www.yso.fi/onto/yso/p7987|http://www.yso.fi/onto/yso/p187|http://www.yso.fi/onto/yso/p28678|http://www.yso.fi/onto/yso/p25903|http://www.yso.fi/onto/yso/p3357|http://www.yso.fi/onto/yso/p7753en
dc.contributor.authorJamshidi, Fatemeh
dc.contributor.authorSalehizadeh, Mohammad Reza
dc.contributor.authorGholami, Fatemeh
dc.contributor.authorShafie-khah, Miadreza
dc.contributor.departmentVebic-
dc.contributor.editorAmini, M. Hadi
dc.contributor.facultyfi=Tekniikan ja innovaatiojohtamisen yksikkö|en=School of Technology and Innovations|-
dc.contributor.organizationfi=Vaasan yliopisto|en=University of Vaasa|
dc.date.accessioned2020-04-01T12:57:28Z
dc.date.accessioned2025-06-25T12:36:05Z
dc.date.available2022-02-23T01:00:15Z
dc.date.issued2020-02-23
dc.description.abstractDue to the increased environmental and economic challenges, in recent years, renewable based distribution generation has been developed. More penetrations from the side of consumers caused a new concept called microgrids which are able to stand with or without connection to the bulk power system. Control of microgrids in islanded mode is very crucial for decreasing the amplitude of frequency deviations as well as damping speed. This chapter aims to propose an optimal combination of FOPD and fuzzy pre-compensated FOPI approach for load-frequency control of microgrids in islanded mode. The optimization parameter of the control scheme is designed by the differential evolution (DE) algorithm which has been improved by a fuzzy approach. In the optimization, control effort is considered as a constraint. Due to the robustness and flexibility of the proposed method, the simulation results have been improved substantially. Robust performance of the proposed control method is examined through sensitivity analysis.-
dc.description.reviewstatusfi=vertaisarvioitu|en=peerReviewed|-
dc.embargo.lift2022-02-23
dc.embargo.terms2022-02-23
dc.format.bitstreamtrue
dc.format.contentfi=kokoteksti|en=fulltext|-
dc.format.extent14-
dc.format.pagerange257-275-
dc.identifier.isbn978-3-030-34094-0-
dc.identifier.olddbid11756
dc.identifier.oldhandle10024/10727
dc.identifier.urihttps://osuva.uwasa.fi/handle/11111/540
dc.identifier.urnURN:NBN:fi-fe2020040110087-
dc.language.isoeng-
dc.publisherSpringer-
dc.relation.doi10.1007/978-3-030-34094-0_11-
dc.relation.isbn978-3-030-34093-3-
dc.relation.ispartofOptimization, learning, and control for interdependent complex networks-
dc.relation.ispartofseriesAdvances in intelligent systems and computing-
dc.relation.issn2194-5365-
dc.relation.issn2194-5357-
dc.relation.numberinseries1123-
dc.relation.urlhttps://doi.org/10.1007/978-3-030-34094-0_11-
dc.source.identifierhttps://osuva.uwasa.fi/handle/10024/10727
dc.subjectmicrogrid-
dc.subjectintelligent control-
dc.subjectimproved differential evolution (DE)-
dc.subjectfuzzy fractional order PID controller-
dc.subject.disciplinefi=Sähkötekniikka|en=Electrical Engineering|-
dc.subject.ysocontrol engineering-
dc.subject.ysooptimisation-
dc.subject.ysocontrol theory-
dc.subject.ysoenergy production (process industry)-
dc.subject.ysogenetic algorithms-
dc.subject.ysodistribution of electricity-
dc.subject.ysodifferential evolution-
dc.subject.ysodistributed generation-
dc.subject.ysoelectric machines-
dc.subject.ysoelectrical power networks-
dc.titleAn optimal approach for load-frequency control of islanded microgrids based on nonlinear model-
dc.type.okmfi=A3 Kirjan tai muun kokoomateoksen osa|en=A3 Peer-reviewed book section|sv=A3 Del av bok eller annat samlingsverk|-
dc.type.publicationbookPart-
dc.type.versionacceptedVersion-

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