Design of an individual pitch controller for offshore wind turbines based on neuro-adaptive control
被引:0
作者:
Wang, Lei
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机构:
Chongqing Univ, Coll Automat, Chongqing, Peoples R China
East China Normal Univ, Chongqing Inst, Chongqing, Peoples R ChinaChongqing Univ, Coll Automat, Chongqing, Peoples R China
Wang, Lei
[1
,2
]
Zhang, Lei
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机构:
Chongqing Univ, Coll Automat, Chongqing, Peoples R ChinaChongqing Univ, Coll Automat, Chongqing, Peoples R China
Zhang, Lei
[1
]
Ke, Jianbo
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h-index: 0
机构:
Chongqing Univ, Coll Automat, Chongqing, Peoples R ChinaChongqing Univ, Coll Automat, Chongqing, Peoples R China
Ke, Jianbo
[1
]
Fan, Zeng
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h-index: 0
机构:
Chongqing Univ, Coll Automat, Chongqing, Peoples R ChinaChongqing Univ, Coll Automat, Chongqing, Peoples R China
Fan, Zeng
[1
]
Chen, Jiawei
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机构:
Chongqing Univ, Coll Automat, Chongqing, Peoples R China
East China Normal Univ, Chongqing Inst, Chongqing, Peoples R ChinaChongqing Univ, Coll Automat, Chongqing, Peoples R China
Chen, Jiawei
[1
,2
]
Yang, Wenxian
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机构:
Newcastle Univ, Sch Engn, Newcastle Upon Tyne NE1 7RU, Tyne & Wear, EnglandChongqing Univ, Coll Automat, Chongqing, Peoples R China
Yang, Wenxian
[3
]
机构:
[1] Chongqing Univ, Coll Automat, Chongqing, Peoples R China
[2] East China Normal Univ, Chongqing Inst, Chongqing, Peoples R China
[3] Newcastle Univ, Sch Engn, Newcastle Upon Tyne NE1 7RU, Tyne & Wear, England
uncertain systems;
neurocontrollers;
offshore installations;
three-term control;
control system synthesis;
wind turbines;
adaptive control;
power generation control;
individual pitch controller;
offshore wind turbines;
neuro-adaptive control;
rated value;
dynamic loads;
wind speeds;
rated speeds;
pitch angle;
complex operating environments;
uncertain system parameters;
turbine structure;
individual pitch control system;
neural adaptive strategy;
zero error tracking;
traditional proportional-integral-derivative control method;
control scheme;
OPTIMIZATION;
LOADS;
UNCERTAINTY;
MITIGATION;
SYSTEM;
D O I:
10.1049/iet-rpg.2020.0616
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
For large offshore wind turbines, pitch control is usually used for regulating generated power to the rated value and for mitigating the dynamic loads that at the wind speeds above the rated speeds. However, tracking the pitch angle accurately and quickly can hardly be realised due to complex operating environments, uncertain system parameters, various disturbances, and coupled effects between wind, wave, and turbine structure. In this study, an individual pitch control system based on a neural adaptive strategy is proposed to address the problems related to uncertain system parameters and various disturbances. The proposed control method can achieve zero error tracking for the pitch angle in a predefined finite time. The design and stability analysis for the proposed method is elaborated. A simulation model is established in Matlab/Simulink, and by comparing it with the traditional proportional-integral-derivative control method, the merit of the proposed control scheme is verified.
机构:
North China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R China
Abdelbaky, Mohamed Abdelkarim
;
Liu, Xiangjie
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机构:
North China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R China
Liu, Xiangjie
;
Jiang, Di
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, Inst Nucl & New Energy Technol, Beijing 100084, Peoples R ChinaNorth China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R China
机构:
Univ Tasmania, Australian Maritime Coll, 1 Maritime Way, Launceston, Tas 7248, AustraliaUniv Tasmania, Australian Maritime Coll, 1 Maritime Way, Launceston, Tas 7248, Australia
机构:
Hunan Univ, Coll Elect & Informat Engn, Changsha 410082, Hunan, Peoples R ChinaHunan Univ, Coll Elect & Informat Engn, Changsha 410082, Hunan, Peoples R China
Han, Bing
;
Zhou, Lawu
论文数: 0引用数: 0
h-index: 0
机构:
Hunan Univ, Coll Elect & Informat Engn, Changsha 410082, Hunan, Peoples R ChinaHunan Univ, Coll Elect & Informat Engn, Changsha 410082, Hunan, Peoples R China
Zhou, Lawu
;
Yang, Fan
论文数: 0引用数: 0
h-index: 0
机构:
Guangdong Power Gird Co Ltd, Shaoguan Power Supply Bur, Shaoguan, Peoples R ChinaHunan Univ, Coll Elect & Informat Engn, Changsha 410082, Hunan, Peoples R China
Yang, Fan
;
Xiang, Zeng
论文数: 0引用数: 0
h-index: 0
机构:
Zhuhai Wanlida Elect Automat Co LTD, Zhuhai, Peoples R ChinaHunan Univ, Coll Elect & Informat Engn, Changsha 410082, Hunan, Peoples R China
机构:
North China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R China
Abdelbaky, Mohamed Abdelkarim
;
Liu, Xiangjie
论文数: 0引用数: 0
h-index: 0
机构:
North China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R China
Liu, Xiangjie
;
Jiang, Di
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, Inst Nucl & New Energy Technol, Beijing 100084, Peoples R ChinaNorth China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R China
机构:
Univ Tasmania, Australian Maritime Coll, 1 Maritime Way, Launceston, Tas 7248, AustraliaUniv Tasmania, Australian Maritime Coll, 1 Maritime Way, Launceston, Tas 7248, Australia
机构:
Hunan Univ, Coll Elect & Informat Engn, Changsha 410082, Hunan, Peoples R ChinaHunan Univ, Coll Elect & Informat Engn, Changsha 410082, Hunan, Peoples R China
Han, Bing
;
Zhou, Lawu
论文数: 0引用数: 0
h-index: 0
机构:
Hunan Univ, Coll Elect & Informat Engn, Changsha 410082, Hunan, Peoples R ChinaHunan Univ, Coll Elect & Informat Engn, Changsha 410082, Hunan, Peoples R China
Zhou, Lawu
;
Yang, Fan
论文数: 0引用数: 0
h-index: 0
机构:
Guangdong Power Gird Co Ltd, Shaoguan Power Supply Bur, Shaoguan, Peoples R ChinaHunan Univ, Coll Elect & Informat Engn, Changsha 410082, Hunan, Peoples R China
Yang, Fan
;
Xiang, Zeng
论文数: 0引用数: 0
h-index: 0
机构:
Zhuhai Wanlida Elect Automat Co LTD, Zhuhai, Peoples R ChinaHunan Univ, Coll Elect & Informat Engn, Changsha 410082, Hunan, Peoples R China