Optimizing energy management in microgrids with ant colony optimization: Enhancing reliability and cost efficiency for sustainable energy systems

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dc.authorscopusidİlhami Çolak / 6602990030
dc.authorwosidİlhami Çolak / KGT-0825-2024
dc.contributor.authorKamarposhti, Mehrdad Ahmadi
dc.contributor.authorShokouhandeh, Hassan
dc.contributor.authorLee, Yeonwoo
dc.contributor.authorKang, Sun-Kyoung
dc.contributor.authorÇolak, İlhami
dc.contributor.authorBarhoumi, El Manaa
dc.date.accessioned2025-04-16T20:00:23Z
dc.date.available2025-04-16T20:00:23Z
dc.date.issued2024
dc.departmentİstinye Üniversitesi, Mühendislik ve Doğa Bilimleri Fakültesi, Elektrik-Elektronik Mühendisliği Bölümü
dc.description.abstractThis paper investigates the application of ant colony optimization (ACO) for energy management in microgrids, incorporating distributed generation resources such as solar panels, fuel cells, wind turbines, battery storage, and microturbine. The study evaluates energy management in two scenarios, with the first utilizing all available resources and the second applying specific operational constraints to wind turbines and solar panels. Results demonstrate that ACO effectively reduces operational costs and enhances system reliability, contributing to sustainable energy management practices. Additionally, the study compares ACO with the imperialist competitive algorithm, highlighting ACO's superior performance in cost reduction and efficiency improvements. This research advances energy system optimization and supports the development of sustainable solutions in microgrids. © 2024 The Author(s). Published by Oxford University Press.
dc.description.sponsorshipThis work was supported by the Institute of Information & Communications Technology Planning & Evaluation (IITP)-Innovative Human Resource Development for Local Intellectualization program grant funded by the Korea government (MSIT) (IITP-2024-RS-2024-00439292). Conflict of interest
dc.identifier.citationKamarposhti, M. A., Shokouhandeh, H., Lee, Y., Kang, S. K., Colak, I., & Barhoumi, E. M. (2024). Optimizing energy management in microgrids with ant colony optimization: enhancing reliability and cost efficiency for sustainable energy systems. International Journal of Low-Carbon Technologies, 19, 2848-2856.
dc.identifier.doi10.1093/ijlct/ctae230
dc.identifier.endpage2856
dc.identifier.issn17481317
dc.identifier.scopusqualityQ1
dc.identifier.startpage2848
dc.identifier.urihttp://dx.doi.org/10.1093/ijlct/ctae230
dc.identifier.urihttps://hdl.handle.net/20.500.12713/6061
dc.identifier.volume19
dc.identifier.wosWOS:001375222100001
dc.identifier.wosqualityQ2
dc.indekslendigikaynakScopus
dc.indekslendigikaynakWeb of Science
dc.institutionauthorÇolak, İlhami
dc.institutionauthoridİlhami Çolak / 0000-0002-6405-5938
dc.language.isoen
dc.publisherOxford University Press
dc.relation.ispartofInternational Journal of Low-Carbon Technologies
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectAnt Colony Optimization
dc.subjectDistribution System
dc.subjectMicrogrid
dc.subjectEnergy Management
dc.subjectEnergy Systems
dc.titleOptimizing energy management in microgrids with ant colony optimization: Enhancing reliability and cost efficiency for sustainable energy systems
dc.typeArticle

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