Neural network based heuristic fractional order adaptive PID-controller for eliminating communication time delay in multi-area LFC

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dc.authoridEKE, Ibrahim/0000-0003-4792-238X
dc.contributor.authorSaka, Mustafa
dc.contributor.authorGozde, Haluk
dc.contributor.authorEke, Ibrahim
dc.contributor.authorTaplamacioglu, M. Cengiz
dc.date.accessioned2025-01-21T16:42:49Z
dc.date.available2025-01-21T16:42:49Z
dc.date.issued2022
dc.departmentKırıkkale Üniversitesi
dc.description.abstractCommunication of interconnected power system components with each other and with control centers is provided by using various communication links. However, these links can cause significant time delays (TD) depending on the types, distance and conditions of the communication channel. In addition to temporary time delays caused by the time constants of the components due to system failures, this article draws attention to the negative effects that may be caused by permanent communication time delays in particular, as different from the literature. The communication time delays can disrupt the stable operation of power systems and even cause the whole system to breakdown by making it unstable, when combining with other delays. In the study, the fiber-optic (F/O) links are assumed to commonly use in supervisory control and data acquisition (SCADA) systems and the communication time delays are calculated based on this scenario. However, it is no doubt that less used radio frequency (RF)-links will create more time delays. Moreover, to eliminate the negative effects of these types of time delays, a novel neural network based-heuristic fractional order hybrid adaptive proportional-integral-derivative (ML-H-(PID mu)-D-lambda) controller for multi area load frequency control (LFC) scheme is developed and analyzed.
dc.identifier.doi10.1002/jnm.3021
dc.identifier.issn0894-3370
dc.identifier.issn1099-1204
dc.identifier.issue6
dc.identifier.scopus2-s2.0-85129469496
dc.identifier.scopusqualityQ2
dc.identifier.urihttps://doi.org/10.1002/jnm.3021
dc.identifier.urihttps://hdl.handle.net/20.500.12587/25143
dc.identifier.volume35
dc.identifier.wosWOS:000792050400001
dc.identifier.wosqualityQ3
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherWiley
dc.relation.ispartofInternational Journal of Numerical Modelling-Electronic Networks Devices and Fields
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_20241229
dc.subjectheuristic fractional-order adaptive controller; load frequency control; neural network; stability regions; time delay
dc.titleNeural network based heuristic fractional order adaptive PID-controller for eliminating communication time delay in multi-area LFC
dc.typeArticle

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