A Pitch Angle Controller Based on Novel Fuzzy-PI Control for Wind Turbine Load Reduction

A novel fuzzy rule is proposed to adopt a positive pitch strategy when the error between the measured and rated generator speed becomes large and continues to increase, and to adopt a negative pitch strategy when the error is small. The improved approach is introduced into the normal Fuzzy-Proportio...

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Main Authors: Bofeng Xu, Yue Yuan, Haoming Liu, Peng Jiang, Ziqi Gao, Xiang Shen, Xin Cai
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/13/22/6086
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spelling doaj-d82f00cf6a344fe5aeb11b99467c19cb2020-11-25T04:09:43ZengMDPI AGEnergies1996-10732020-11-01136086608610.3390/en13226086A Pitch Angle Controller Based on Novel Fuzzy-PI Control for Wind Turbine Load ReductionBofeng Xu0Yue Yuan1Haoming Liu2Peng Jiang3Ziqi Gao4Xiang Shen5Xin Cai6Research Center for Renewable Energy Generation Engineering of Ministry of Education, Hohai University, Nanjing 211100, ChinaResearch Center for Renewable Energy Generation Engineering of Ministry of Education, Hohai University, Nanjing 211100, ChinaResearch Center for Renewable Energy Generation Engineering of Ministry of Education, Hohai University, Nanjing 211100, ChinaResearch Center for Renewable Energy Generation Engineering of Ministry of Education, Hohai University, Nanjing 211100, ChinaGoldwind Science & Technology Co., Ltd., Beijing 100176, ChinaDepartment of Mechanical and Construction Engineering, Northumbria University, Newcastle upon Tyne NE1 8ST, UKJiangsu Province Wind Power Structural Engineering Research Center, Hohai University, Nanjing 211100, ChinaA novel fuzzy rule is proposed to adopt a positive pitch strategy when the error between the measured and rated generator speed becomes large and continues to increase, and to adopt a negative pitch strategy when the error is small. The improved approach is introduced into the normal Fuzzy-Proportional-Integral (Fuzzy-PI) control strategy by dividing the fuzzy rules into four areas and analyzing the design method for each area. Furthermore, a low pass filter is used to reduce the ultimate loads of the pitch driver caused by the novel fuzzy rules. The modeling of the wind turbine load under turbulent wind conditions is conducted in GH Bladed, and MATLAB/Simulink is used to interact with the modeling to verify the novel Fuzzy-PI control. The results show that, compared with normal Fuzzy-PI control, the novel Fuzzy-PI control can greatly reduce the ultimate loads and fatigue loads of the pitch driver. The novel Fuzzy-PI control not only reduces the extremum of power deviation, but also decreases some ultimate loads and fatigue loads of the tower base and the blade root. It can reduce these loads by up to 21.53% under the normal turbulent wind condition and by up to 18.14% under the extreme turbulent wind condition.https://www.mdpi.com/1996-1073/13/22/6086wind turbinefuzzy rulesFuzzy-PI controlload reductionpitch angle controller
collection DOAJ
language English
format Article
sources DOAJ
author Bofeng Xu
Yue Yuan
Haoming Liu
Peng Jiang
Ziqi Gao
Xiang Shen
Xin Cai
spellingShingle Bofeng Xu
Yue Yuan
Haoming Liu
Peng Jiang
Ziqi Gao
Xiang Shen
Xin Cai
A Pitch Angle Controller Based on Novel Fuzzy-PI Control for Wind Turbine Load Reduction
Energies
wind turbine
fuzzy rules
Fuzzy-PI control
load reduction
pitch angle controller
author_facet Bofeng Xu
Yue Yuan
Haoming Liu
Peng Jiang
Ziqi Gao
Xiang Shen
Xin Cai
author_sort Bofeng Xu
title A Pitch Angle Controller Based on Novel Fuzzy-PI Control for Wind Turbine Load Reduction
title_short A Pitch Angle Controller Based on Novel Fuzzy-PI Control for Wind Turbine Load Reduction
title_full A Pitch Angle Controller Based on Novel Fuzzy-PI Control for Wind Turbine Load Reduction
title_fullStr A Pitch Angle Controller Based on Novel Fuzzy-PI Control for Wind Turbine Load Reduction
title_full_unstemmed A Pitch Angle Controller Based on Novel Fuzzy-PI Control for Wind Turbine Load Reduction
title_sort pitch angle controller based on novel fuzzy-pi control for wind turbine load reduction
publisher MDPI AG
series Energies
issn 1996-1073
publishDate 2020-11-01
description A novel fuzzy rule is proposed to adopt a positive pitch strategy when the error between the measured and rated generator speed becomes large and continues to increase, and to adopt a negative pitch strategy when the error is small. The improved approach is introduced into the normal Fuzzy-Proportional-Integral (Fuzzy-PI) control strategy by dividing the fuzzy rules into four areas and analyzing the design method for each area. Furthermore, a low pass filter is used to reduce the ultimate loads of the pitch driver caused by the novel fuzzy rules. The modeling of the wind turbine load under turbulent wind conditions is conducted in GH Bladed, and MATLAB/Simulink is used to interact with the modeling to verify the novel Fuzzy-PI control. The results show that, compared with normal Fuzzy-PI control, the novel Fuzzy-PI control can greatly reduce the ultimate loads and fatigue loads of the pitch driver. The novel Fuzzy-PI control not only reduces the extremum of power deviation, but also decreases some ultimate loads and fatigue loads of the tower base and the blade root. It can reduce these loads by up to 21.53% under the normal turbulent wind condition and by up to 18.14% under the extreme turbulent wind condition.
topic wind turbine
fuzzy rules
Fuzzy-PI control
load reduction
pitch angle controller
url https://www.mdpi.com/1996-1073/13/22/6086
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