Model-free wind farm control based on random search

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 wi...

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Main Authors:	Mohd Ashraf, Ahmad, Hao, Mok Ren, Raja Mohd Taufika, Raja Ismail, Ahmad Nor Kasruddin, Nasir
Format:	Conference or Workshop Item
Language:	English English
Published:	IEEE 2017
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://umpir.ump.edu.my/id/eprint/18239/ http://umpir.ump.edu.my/id/eprint/18239/ http://umpir.ump.edu.my/id/eprint/18239/1/Model-free%20Wind%20Farm%20Control%20Based%20on%20Random%20Search.pdf http://umpir.ump.edu.my/id/eprint/18239/7/Model-free%20Wind%20Farm%20Control%20Based%20on%20Random%20Search%201.pdf

id	ump-18239
recordtype	eprints
spelling	ump-182392018-07-19T03:27:25Z http://umpir.ump.edu.my/id/eprint/18239/ Model-free wind farm control based on random search Mohd Ashraf, Ahmad Hao, Mok Ren Raja Mohd Taufika, Raja Ismail Ahmad Nor Kasruddin, Nasir TK Electrical engineering. Electronics Nuclear engineering 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. IEEE 2017-03 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/18239/1/Model-free%20Wind%20Farm%20Control%20Based%20on%20Random%20Search.pdf pdf en http://umpir.ump.edu.my/id/eprint/18239/7/Model-free%20Wind%20Farm%20Control%20Based%20on%20Random%20Search%201.pdf 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 https://ieeexplore.ieee.org/document/7885302/
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English English
topic	TK Electrical engineering. Electronics Nuclear engineering
spellingShingle	TK Electrical engineering. Electronics Nuclear engineering Mohd Ashraf, Ahmad Hao, Mok Ren Raja Mohd Taufika, Raja Ismail Ahmad Nor Kasruddin, Nasir Model-free wind farm control based on random search
description	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.
format	Conference or Workshop Item
author	Mohd Ashraf, Ahmad Hao, Mok Ren Raja Mohd Taufika, Raja Ismail Ahmad Nor Kasruddin, Nasir
author_facet	Mohd Ashraf, Ahmad Hao, Mok Ren Raja Mohd Taufika, Raja Ismail Ahmad Nor Kasruddin, Nasir
author_sort	Mohd Ashraf, Ahmad
title	Model-free wind farm control based on random search
title_short	Model-free wind farm control based on random search
title_full	Model-free wind farm control based on random search
title_fullStr	Model-free wind farm control based on random search
title_full_unstemmed	Model-free wind farm control based on random search
title_sort	model-free wind farm control based on random search
publisher	IEEE
publishDate	2017
url	http://umpir.ump.edu.my/id/eprint/18239/ http://umpir.ump.edu.my/id/eprint/18239/ http://umpir.ump.edu.my/id/eprint/18239/1/Model-free%20Wind%20Farm%20Control%20Based%20on%20Random%20Search.pdf http://umpir.ump.edu.my/id/eprint/18239/7/Model-free%20Wind%20Farm%20Control%20Based%20on%20Random%20Search%201.pdf
first_indexed	2023-09-18T22:25:44Z
last_indexed	2023-09-18T22:25:44Z
_version_	1777415953224564736

Model-free wind farm control based on random search

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