Show simple item record

dc.contributor.authorHamed, Mostefa
dc.contributor.authorMahdad, Belkacem
dc.contributor.authorSrairi, Kamel
dc.contributor.authorMancer, Nabil
dc.date.accessioned2019-03-26T08:37:56Z
dc.date.available2019-03-26T08:37:56Z
dc.date.issued2018
dc.identifier.citationAdvances in electrical and electronic engineering. 2018, vol. 16, no. 4, p. 459-470 : ill.cs
dc.identifier.issn1336-1376
dc.identifier.issn1804-3119
dc.identifier.urihttp://hdl.handle.net/10084/134333
dc.description.abstractDynamic Economic Dispatch (DED) is a highly complex nonlinear optimization problem with practical constraints. The aim of DED is to optimize dynamically the active power of generating units over operating time considering practical constraints such as valve point effect, prohibited zones, ramp rate limits and total power losses. In order to overcome the drawback of the two standard metaheuristics such as Firefly Algorithm (FA) and Time Varying Acceleration based Particle Swarm Optimization (PSOTVAC), a hybrid method called FAPSOTVAC is proposed to improve the solution of DED. The main idea introduced towards combining FA and PSOTVAC is to create a flexible equilibrium between exploration and exploitation during search process. The robustness of the proposed hybrid method is validated on many practical power systems (10 and 30 units) to minimize the total fuel cost considering all practical constraints. The results found prove the efficiency of the proposed FAPSOTVAC in terms of solution quality and convergence characteristics.cs
dc.language.isoencs
dc.publisherVysoká škola báňská - Technická univerzita Ostravacs
dc.relation.ispartofseriesAdvances in electrical and electronic engineeringcs
dc.relation.urihttp://dx.doi.org/10.15598/aeee.v16i4.2877cs
dc.rights© Vysoká škola báňská - Technická univerzita Ostrava
dc.rightsAttribution-NoDerivatives 4.0 International*
dc.rights.urihttp://creativecommons.org/licenses/by-nd/4.0/*
dc.subjecta hybrid algorithmcs
dc.subjectdynamic economic dispatchcs
dc.subjectFA-PSOTVACcs
dc.subjectprohibited operating zonescs
dc.subjectramps rate constraintscs
dc.subjectvalve point effectcs
dc.titleApplication of a novel modified hybrid algorithm for solving Dynamic Economic Dispatch problem with practical constraintscs
dc.typearticlecs
dc.identifier.doi10.15598/aeee.v16i4.2877
dc.rights.accessopenAccesscs
dc.type.versionpublishedVersioncs
dc.type.statusPeer-reviewedcs


Files in this item

This item appears in the following Collection(s)

Show simple item record

© Vysoká škola báňská - Technická univerzita Ostrava
Except where otherwise noted, this item's license is described as © Vysoká škola báňská - Technická univerzita Ostrava