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Original Articles

A load frequency control using a PSO-based ANN for micro-grids in the presence of electric vehicles

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Pages 688-700 | Received 21 Jun 2018, Accepted 20 Dec 2018, Published online: 07 Jan 2019

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Milan Joshi, Gulshan Sharma & Emre Çelik. (2023) Load Frequency Control of Hydro-Hydro Power System using Fuzzy-PSO-PID with Application of UC and RFB. Electric Power Components and Systems 51:12, pages 1156-1170.
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Navid Taghizadegan, Selma Cheshmeh Khavar, Arya Abdolahi, Faezeh Arasteh & Reza Ghoreyshi. (2022) Dominated GSO algorithm for optimal scheduling of renewable microgrids with penetration of electric vehicles and energy storages considering DRP. International Journal of Ambient Energy 43:1, pages 6380-6391.
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Anil Annamraju & Srikanth Nandiraju. (2020) A novel fuzzy tuned multistage PID approach for frequency dynamics control in an islanded microgrid. International Transactions on Electrical Energy Systems 30:12.
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