A Smart Under-Frequency Load Shedding Scheme based on Takagi-Sugeno Fuzzy Inference System and Flexible Load Priority

dc.contributor.authorLaghari, J. A.
dc.contributor.authorAlmani, Suhail Ahmed
dc.contributor.authorKumar, Jagdesh
dc.contributor.authorMokhlis, Hazlie
dc.contributor.authorBakar, Ab Halim Abu
dc.contributor.organizationfi=Vaasan yliopisto|en=University of Vaasa|
dc.date.accessioned2019-01-02T13:59:46Z
dc.date.accessioned2025-06-25T12:19:20Z
dc.date.available2019-01-02T13:59:46Z
dc.date.issued2018
dc.description.abstractThis paper proposes a new smart under frequency load shedding (UFLS) scheme, based on Takagi-Sugeno (TS) fuzzy inference system and flexible load priority. The proposed scheme consists of two parts. First part consists of fuzzy load shed amount estimation module (FLSAEM) which uses TS-fuzzy to estimate the amount of load shed and sends its value to accurate load shedding module (ALSM) to perform accurate load shedding using flexible load priority. The performance of the proposed scheme is tested for intentional islanding case and increment of sudden load in the system. Moreover, the response of the proposed scheme is compared with adaptive UFLS scheme to highlight its advantages. The simulation results show that the proposed UFLS scheme provides the accurate load shedding due to advantage of flexible priority whereas adaptive UFLS scheme due to fixed load priority does not succeed to achieve accurate load shedding.-
dc.description.reviewstatusfi=vertaisarvioitu|en=peerReviewed|-
dc.format.bitstreamtrue
dc.format.extent7-
dc.format.pagerange125-131-
dc.identifier.olddbid8323
dc.identifier.oldhandle10024/8139
dc.identifier.urihttps://osuva.uwasa.fi/handle/11111/41
dc.identifier.urnURN:NBN:fi-fe201901021145-
dc.publisherSAI Organization-
dc.relation.doi10.14569/IJACSA.2018.090319-
dc.relation.ispartofjournalInternational Journal of Advanced Computer Science and Applications (ijacsa)-
dc.relation.issn2156-5570-
dc.relation.issn2158-107X-
dc.relation.issue3-
dc.relation.volume9-
dc.rightsCC BY 4.0-
dc.source.identifierhttps://osuva.uwasa.fi/handle/10024/8139
dc.subjectDistributed generation (DG)-
dc.subjectflexible load priority-
dc.subjectunder-frequency load shedding (UFLS)-
dc.subjectfuzzy load shed amount estimation module (FLSAEM)-
dc.subjectislanded distribution network-
dc.subject.disciplinefi=Sähkö- ja energiatekniikka|en=Electrical Engineering and Energy Technology|-
dc.titleA Smart Under-Frequency Load Shedding Scheme based on Takagi-Sugeno Fuzzy Inference System and Flexible Load Priority-
dc.type.okmfi=A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä|en=A1 Peer-reviewed original journal article|sv=A1 Originalartikel i en vetenskaplig tidskrift|-
dc.type.publicationarticle-
dc.type.versionpublishedVersion-

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