Hybrid pitch angle controller approaches for stable wind turbine power under variablewind speed

The production of maximum wind energy requires controlling various parts of medium to large-scale wind turbines (WTs). This paper presents a robust pitch angle control system for the rated wind turbine power at a wide range of simulated wind speeds by means of a proportional-integral-derivative (PID...

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Main Authors: Sarkar, M.R., Julai, S., Tong, C.W., Uddin, M., Romlie, M.F., Shafiullah, G.M.
Format: Article
Published: MDPI AG 2020
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85090506199&doi=10.3390%2fen13143622&partnerID=40&md5=0aef5448a6c88e5caf635dd1778418e8
http://eprints.utp.edu.my/23376/
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spelling my.utp.eprints.233762021-08-19T07:23:09Z Hybrid pitch angle controller approaches for stable wind turbine power under variablewind speed Sarkar, M.R. Julai, S. Tong, C.W. Uddin, M. Romlie, M.F. Shafiullah, G.M. The production of maximum wind energy requires controlling various parts of medium to large-scale wind turbines (WTs). This paper presents a robust pitch angle control system for the rated wind turbine power at a wide range of simulated wind speeds by means of a proportional-integral-derivative (PID) controller. In addition, ant colony optimization (ACO), particle swarm optimization (PSO), and classical Ziegler-Nichols (Z-N) algorithms have been used for tuning the PID controller parameters to obtain within rated stable output power of WTs from fluctuating wind speeds. The proposed system is simulated under fast wind speed variation, and its results are compared with those of the PID-ZN controller and PID-PSO to verify its effeteness. The proposed approach contains several benefits including simple implementation, as well as tolerance of turbine parameters and several nonparametric uncertainties. Robust control of the generator output power with wind-speed variations can also be considered a significant advantage of this strategy. Theoretical analyses, as well as simulation results, indicate that the proposed controller can perform better in a wide range of wind speed compared with the PID-ZN and PID-PSO controllers. The WT model and hybrid controllers (PID-ACO and PID-PSO) have been developed in MATLAB/Simulink with validated controller models. The hybrid PID-ACO controller was found to be the most suitable in comparison to the PID-PSO and conventional PID. The root mean square (RMS) error calculated between the desired power and the WT's output power with PID-ACO is found to be 0.00036, which is the smallest result among the studied controllers. © 2020 MDPI AG. All rights reserved. MDPI AG 2020 Article NonPeerReviewed https://www.scopus.com/inward/record.uri?eid=2-s2.0-85090506199&doi=10.3390%2fen13143622&partnerID=40&md5=0aef5448a6c88e5caf635dd1778418e8 Sarkar, M.R. and Julai, S. and Tong, C.W. and Uddin, M. and Romlie, M.F. and Shafiullah, G.M. (2020) Hybrid pitch angle controller approaches for stable wind turbine power under variablewind speed. Energies, 13 (14). http://eprints.utp.edu.my/23376/
institution Universiti Teknologi Petronas
building UTP Resource Centre
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Petronas
content_source UTP Institutional Repository
url_provider http://eprints.utp.edu.my/
description The production of maximum wind energy requires controlling various parts of medium to large-scale wind turbines (WTs). This paper presents a robust pitch angle control system for the rated wind turbine power at a wide range of simulated wind speeds by means of a proportional-integral-derivative (PID) controller. In addition, ant colony optimization (ACO), particle swarm optimization (PSO), and classical Ziegler-Nichols (Z-N) algorithms have been used for tuning the PID controller parameters to obtain within rated stable output power of WTs from fluctuating wind speeds. The proposed system is simulated under fast wind speed variation, and its results are compared with those of the PID-ZN controller and PID-PSO to verify its effeteness. The proposed approach contains several benefits including simple implementation, as well as tolerance of turbine parameters and several nonparametric uncertainties. Robust control of the generator output power with wind-speed variations can also be considered a significant advantage of this strategy. Theoretical analyses, as well as simulation results, indicate that the proposed controller can perform better in a wide range of wind speed compared with the PID-ZN and PID-PSO controllers. The WT model and hybrid controllers (PID-ACO and PID-PSO) have been developed in MATLAB/Simulink with validated controller models. The hybrid PID-ACO controller was found to be the most suitable in comparison to the PID-PSO and conventional PID. The root mean square (RMS) error calculated between the desired power and the WT's output power with PID-ACO is found to be 0.00036, which is the smallest result among the studied controllers. © 2020 MDPI AG. All rights reserved.
format Article
author Sarkar, M.R.
Julai, S.
Tong, C.W.
Uddin, M.
Romlie, M.F.
Shafiullah, G.M.
spellingShingle Sarkar, M.R.
Julai, S.
Tong, C.W.
Uddin, M.
Romlie, M.F.
Shafiullah, G.M.
Hybrid pitch angle controller approaches for stable wind turbine power under variablewind speed
author_facet Sarkar, M.R.
Julai, S.
Tong, C.W.
Uddin, M.
Romlie, M.F.
Shafiullah, G.M.
author_sort Sarkar, M.R.
title Hybrid pitch angle controller approaches for stable wind turbine power under variablewind speed
title_short Hybrid pitch angle controller approaches for stable wind turbine power under variablewind speed
title_full Hybrid pitch angle controller approaches for stable wind turbine power under variablewind speed
title_fullStr Hybrid pitch angle controller approaches for stable wind turbine power under variablewind speed
title_full_unstemmed Hybrid pitch angle controller approaches for stable wind turbine power under variablewind speed
title_sort hybrid pitch angle controller approaches for stable wind turbine power under variablewind speed
publisher MDPI AG
publishDate 2020
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-85090506199&doi=10.3390%2fen13143622&partnerID=40&md5=0aef5448a6c88e5caf635dd1778418e8
http://eprints.utp.edu.my/23376/
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score 13.211869