A Novel Puma Optimizer Based TID Controller for Load Frequency Control

Basit Öğe Kaydı
dc.contributor.authorAndic, Cenk
dc.contributor.authorÖztürk, Ali
dc.contributor.authorAydin, Esra
dc.contributor.authorTürkay, Belgin Emre
dc.date.accessioned2025-10-11T20:45:23Z
dc.date.available2025-10-11T20:45:23Z
dc.date.issued2024
dc.departmentDüzce Üniversitesien_US
dc.descriptionBatman University and Batman Energy Coordination Center (EKOM); Dicle Elektrik; Inogen Energy Technologies; Tuprasen_US
dc.description2024 IEEE Global Energy Conference -- GEC 2024 -- Batman -- AX6207123en_US
dc.description.abstractThis paper presents the Puma Optimizer (PO) algorithm, a novel approach to the load frequency control problem. The proposed PO algorithm optimizes the gain parameters of the tilt-integral-derivative (TID) controller used for load frequency control in a two-area interconnected power system with a PV system. In this study, the proposed PO algorithm for optimizing the TID controller was compared with ImRSA, RSA, MGWO-CS and PDO algorithms, which were previously published in the literature. In the optimization of the TID controller’s gain parameters based on the ITAE metric, the proposed PO algorithm achieved the best performance with a value of 0.7441, followed by ImRSA with 0.8239, RSA with 0.9251, MGWO-CS with 0.9203 and PDO with 0.8108. The performance of the optimized TID controller was evaluated based on the system’s frequency response to a 0.1 p.u load disturbance in both areas. According to the simulation results obtained, it was observed that the proposed PO algorithm provided the fastest settling time and the minimum overshoot and undershoot values in the frequency response of the system in both areas and the tie-line against load changes. © 2025 Elsevier B.V., All rights reserved.en_US
dc.identifier.doi10.1109/GEC61857.2024.10881981
dc.identifier.endpage281en_US
dc.identifier.isbn9798331532611
dc.identifier.scopus2-s2.0-86000713414en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage276en_US
dc.identifier.urihttps://doi.org/10.1109/GEC61857.2024.10881981
dc.identifier.urihttps://hdl.handle.net/20.500.12684/21327
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.snmzKA_Scopus_20250911
dc.subjectLoad Frequency Controlen_US
dc.subjectPuma Optimizer Algorithmen_US
dc.subjectTid Controlleren_US
dc.subjectProportional Control Systemsen_US
dc.subjectTwo Term Control Systemsen_US
dc.subjectControl Problemsen_US
dc.subjectDerivative Controllersen_US
dc.subjectGain Parameteren_US
dc.subjectLoad-frequency Controlen_US
dc.subjectOptimizersen_US
dc.subjectPerformanceen_US
dc.subjectPoweren_US
dc.subjectPuma Optimizer Algorithmen_US
dc.subjectPv Systemen_US
dc.subjectTilt-integral-derivative Controlleren_US
dc.subjectElectric Load Managementen_US
dc.titleA Novel Puma Optimizer Based TID Controller for Load Frequency Controlen_US
dc.typeConference Objecten_US

Dosyalar

Koleksiyon

Scopus İndeksli Yayınlar Koleksiyonu