New Adaptive Control Strategy for a Wind Turbine Permanent Magnet Synchronous Generator (PMSG)

Wind energy conversion systems have become a key technology to harvest wind energy worldwide. In permanent magnet synchronous generator-based wind turbine systems, the rotor position is needed for variable speed control and it uses an encoder or a speed sensor. However, these sensors lead to some ob...

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Main Authors: Wenping Cao, Ning Xing, Yan Wen, Xiangping Chen, Dong Wang
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Inventions
Subjects:
Online Access:https://www.mdpi.com/2411-5134/6/1/3
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spelling doaj-17cd0c4067e545558c46f8c2619393842020-12-29T00:01:48ZengMDPI AGInventions2411-51342021-12-0163310.3390/inventions6010003New Adaptive Control Strategy for a Wind Turbine Permanent Magnet Synchronous Generator (PMSG)Wenping Cao0Ning Xing1Yan Wen2Xiangping Chen3Dong Wang4School of Electrical Engineering and Automation, Anhui University, Hefei 230610, ChinaCollege of Engineering and Applied Sciences, Aston University, Birmingham B4 7ET, UKSchool of Electrical Engineering and Automation, Anhui University, Hefei 230610, ChinaSchool of Electrical Engineering, Guizhou University, Guiyang 550025, ChinaGoldwind Science Technology Co. Ltd., Beijing 100176, ChinaWind energy conversion systems have become a key technology to harvest wind energy worldwide. In permanent magnet synchronous generator-based wind turbine systems, the rotor position is needed for variable speed control and it uses an encoder or a speed sensor. However, these sensors lead to some obstacles, such as additional weight and cost, increased noise, complexity and reliability issues. For these reasons, the development of new sensorless control methods has become critically important for wind turbine generators. This paper aims to develop a new sensorless and adaptive control method for a surface-mounted permanent magnet synchronous generator. The proposed method includes a new model reference adaptive system, which is used to estimate the rotor position and speed as an observer. Adaptive control is implemented in the pulse-width modulated current source converter. In the conventional model reference adaptive system, the proportional-integral controller is used in the adaptation mechanism. Moreover, the proportional-integral controller is generally tuned by the trial and error method, which is tedious and inaccurate. In contrast, the proposed method is based on model predictive control which eliminates the use of speed and position sensors and also improves the performance of model reference adaptive control systems. In this paper, the proposed predictive controller is modelled in MATLAB/SIMULINK and validated experimentally on a 6-kW wind turbine generator. Test results prove the effectiveness of the control strategy in terms of energy efficiency and dynamical adaptation to the wind turbine operational conditions. The experimental results also show that the control method has good dynamic response to parameter variations and external disturbances. Therefore, the developed technique will help increase the uptake of permanent magnet synchronous generators and model predictive control methods in the wind power industry.https://www.mdpi.com/2411-5134/6/1/3current-source converter (CSC)model predictive control (MPC)pulse-width modulation (PWM)voltage source converter (VSC)model reference adaptive system (MRAS)
collection DOAJ
language English
format Article
sources DOAJ
author Wenping Cao
Ning Xing
Yan Wen
Xiangping Chen
Dong Wang
spellingShingle Wenping Cao
Ning Xing
Yan Wen
Xiangping Chen
Dong Wang
New Adaptive Control Strategy for a Wind Turbine Permanent Magnet Synchronous Generator (PMSG)
Inventions
current-source converter (CSC)
model predictive control (MPC)
pulse-width modulation (PWM)
voltage source converter (VSC)
model reference adaptive system (MRAS)
author_facet Wenping Cao
Ning Xing
Yan Wen
Xiangping Chen
Dong Wang
author_sort Wenping Cao
title New Adaptive Control Strategy for a Wind Turbine Permanent Magnet Synchronous Generator (PMSG)
title_short New Adaptive Control Strategy for a Wind Turbine Permanent Magnet Synchronous Generator (PMSG)
title_full New Adaptive Control Strategy for a Wind Turbine Permanent Magnet Synchronous Generator (PMSG)
title_fullStr New Adaptive Control Strategy for a Wind Turbine Permanent Magnet Synchronous Generator (PMSG)
title_full_unstemmed New Adaptive Control Strategy for a Wind Turbine Permanent Magnet Synchronous Generator (PMSG)
title_sort new adaptive control strategy for a wind turbine permanent magnet synchronous generator (pmsg)
publisher MDPI AG
series Inventions
issn 2411-5134
publishDate 2021-12-01
description Wind energy conversion systems have become a key technology to harvest wind energy worldwide. In permanent magnet synchronous generator-based wind turbine systems, the rotor position is needed for variable speed control and it uses an encoder or a speed sensor. However, these sensors lead to some obstacles, such as additional weight and cost, increased noise, complexity and reliability issues. For these reasons, the development of new sensorless control methods has become critically important for wind turbine generators. This paper aims to develop a new sensorless and adaptive control method for a surface-mounted permanent magnet synchronous generator. The proposed method includes a new model reference adaptive system, which is used to estimate the rotor position and speed as an observer. Adaptive control is implemented in the pulse-width modulated current source converter. In the conventional model reference adaptive system, the proportional-integral controller is used in the adaptation mechanism. Moreover, the proportional-integral controller is generally tuned by the trial and error method, which is tedious and inaccurate. In contrast, the proposed method is based on model predictive control which eliminates the use of speed and position sensors and also improves the performance of model reference adaptive control systems. In this paper, the proposed predictive controller is modelled in MATLAB/SIMULINK and validated experimentally on a 6-kW wind turbine generator. Test results prove the effectiveness of the control strategy in terms of energy efficiency and dynamical adaptation to the wind turbine operational conditions. The experimental results also show that the control method has good dynamic response to parameter variations and external disturbances. Therefore, the developed technique will help increase the uptake of permanent magnet synchronous generators and model predictive control methods in the wind power industry.
topic current-source converter (CSC)
model predictive control (MPC)
pulse-width modulation (PWM)
voltage source converter (VSC)
model reference adaptive system (MRAS)
url https://www.mdpi.com/2411-5134/6/1/3
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