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dc.contributor.authorNiu, Mingen_US
dc.contributor.authorXu, Ning Zhouen_US
dc.contributor.authorDong, He Nanen_US
dc.contributor.authorGe, Yang Yangen_US
dc.contributor.authorLiu, Yi Taoen_US
dc.contributor.authorNgin, Hoon Tongen_US
dc.identifier.citationNiu, M., Xu, N. Z., Dong, H. N., Ge, Y. Y., Liu, Y. T., & Ngin, H. T. (2021). Adaptive range composite differential evolution for fast optimal reactive power dispatch. IEEE Access, 9, 20117-20126. doi:10.1109/ACCESS.2021.3053640en_US
dc.description.abstractThis paper proposes a novel adaptive range composite differential evolution (ARCoDE) algorithm to efficiently and accurately solve optimal reactive power dispatch (ORPD) problem. Because of a novel adaptive range strategy for control parameters, the proposed ARCoDE possesses superior exploration and exploitation capabilities that can efficiently handle the ORPD problem involving complicated constraints and discrete and continuous variables. This has been demonstrated in case studies using the IEEE optimal power flow testbeds considering complex wind and demand scenarios. The superior performance of ARCoDE has been further validated through comparisons with several award-winning algorithms in 2014 IEEE Competition on “Application of Modern Heuristic Optimization Algorithms for Solving Optimal Power Flow Problems”, given limited iterations of in evolutionary optimization process.en_US
dc.description.sponsorshipEnergy Market Authority (EMA)en_US
dc.relation.ispartofIEEE Accessen_US
dc.rights© 2021 IEEE. This journal is 100% open access, which means that all content is freely available without charge to users or their institutions. All articles accepted after 12 June 2019 are published under a CC BY 4.0 license, and the author retains copyright. Users are allowed to read, download, copy, distribute, print, search, or link to the full texts of the articles, or use them for any other lawful purpose, as long as proper attribution is given.en_US
dc.subjectEngineering::Electrical and electronic engineeringen_US
dc.titleAdaptive range composite differential evolution for fast optimal reactive power dispatchen_US
dc.typeJournal Articleen
dc.contributor.researchExperimental Power Grid Centreen_US
dc.contributor.researchEnergy Research Institute @ NTU (ERI@N)en_US
dc.description.versionPublished versionen_US
dc.subject.keywordsControl Parameter Adaptationen_US
dc.subject.keywordsDifferential Evolutionen_US
dc.description.acknowledgementThis work was supported in part by the National Key Research and Development Program of China under Grant 2019YFB1505400, and inpart by the Energy Market Authority and National Science Foundation Singapore under Grant NRF2017EWT-EP003-038.en_US
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