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Model-free wind farm control based on random search

Mohd Ashraf, Ahmad and Hao, Mok Ren and Raja Mohd Taufika, Raja Ismail and Ahmad Nor Kasruddin, Nasir (2017) Model-free wind farm control based on random search. In: IEEE International Conference on Automatic Control and Intelligent Systems (I2CACIS 2016), 22 October 2016 , UniversIti Teknologi Mara Shah Alam, Malaysia. pp. 131-134.. ISBN 978-1-5090-4186-2

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Abstract

This paper explores a model-free approach based on the random search (RS) algorithm for maximizing wind farms power production. The RS based approach is utilized to find the optimal control parameter of each turbine in maximizing the wind farm total power production. The Horns Rev wind farm model with turbulence interaction between turbines is used to validate the proposed approach. Simulation results demonstrate that the random search approach produces higher total power production as compared to the existing method.

Item Type: Conference or Workshop Item (Speech)
Additional Information: Indexed by Scopus
Uncontrolled Keywords: Random search; Model-free; Wind farm optimization; Power production; Stochastic search; Renewable energy
Subjects: T Technology > TK Electrical engineering. Electronics Nuclear engineering
Faculty/Division: Faculty of Electrical & Electronic Engineering
Depositing User: Mrs. Neng Sury Sulaiman
Date Deposited: 19 Jul 2018 03:27
Last Modified: 19 Jul 2018 03:27
URI: http://umpir.ump.edu.my/id/eprint/18239
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