Improved PSO with Disturbance Term for Solving ORPD Problem in Power Systems

dc.contributor.authorMezaache, Mohamed
dc.contributor.authorBenaouda, Omar Fethi
dc.contributor.authorSekhane, Hocine
dc.contributor.authorChaouch, Saad
dc.contributor.authorBabes, Badreddine
dc.date.accessioned2023-04-14T09:00:35Z
dc.date.available2023-04-14T09:00:35Z
dc.date.issued2022
dc.description.abstractThe essential purpose of an energy sys- tem is to provide electricity to its loads effectively and economically, as well as safely and reliably. Therefore, the solutions to the problems of Optimal Power Flow (OPF) and Optimal Reactive Power Dispatch (ORPD) to enable the efficient employment of various energy distributions should be found. Our work focuses on the ORPD issue; it can be formulated as a non-linear con- straint and with single or multiple objectives optimiza- tion problems. Minimizing total losses is one of the main objective functions to solve the ORPD problem. This paper presents the use of an improved particle swarm optimization -with a disturbance term- (called PSO-DT) algorithm, to find the solution of ORPD in the standard IEEE 30-bus power system for reduc- ing electrical power transmission losses. The obtained results demonstrate that the proposed method is more efficient and has a more extraordinary ability to get better solutions compared to the basic PSO method.cs
dc.identifier.citationAdvances in electrical and electronic engineering. 2022, vol. 20, no. 4, p. 478 - 492 : ill.cs
dc.identifier.doi10.15598/aeee.v20i4.4570
dc.identifier.issn1336-1376
dc.identifier.issn1804-3119
dc.identifier.urihttp://hdl.handle.net/10084/149248
dc.language.isoencs
dc.publisherVysoká škola báňská - Technická univerzita Ostravacs
dc.relation.ispartofseriesAdvances in electrical and electronic engineeringcs
dc.relation.urihttps://doi.org/10.15598/aeee.v20i4.4570cs
dc.rights© Vysoká škola báňská - Technická univerzita Ostrava
dc.rightsAttribution-NoDerivatives 4.0 International*
dc.rights.accessopenAccesscs
dc.rights.urihttp://creativecommons.org/licenses/by-nd/4.0/*
dc.subjectbasic PSOcs
dc.subjectoptimal power flowcs
dc.subjectoptimal reactive power dispatchcs
dc.subjectPSO-DTcs
dc.titleImproved PSO with Disturbance Term for Solving ORPD Problem in Power Systemscs
dc.typearticlecs
dc.type.statusPeer-reviewedcs
dc.type.versionpublishedVersioncs

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