Sensorless-Based Active Disturbance Rejection Control for a Wind Energy Conversion System With Permanent Magnet Synchronous Generator

被引:26
作者
Li, Shengquan [1 ]
Cao, Mengying [1 ,2 ]
Li, Juan [1 ]
Cao, Jiufa [1 ]
Lin, Zhongwei [3 ]
机构
[1] Yangzhou Univ, Sch Elect Energy & Power Engn, Yangzhou 225127, Jiangsu, Peoples R China
[2] Southeast Univ, Sch Automat, Nanjing 210096, Jiangsu, Peoples R China
[3] North China Elect Power Univ, Sch Control & Comp Engn, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R China
基金
中国国家自然科学基金;
关键词
Active disturbance rejection control (ADRC); wind energy conversion system (WECS); permanent magnet synchronous generator (PMSG); speed observer; sensorless; SLIDING-MODE CONTROL; SPEED ESTIMATION; TURBINE; DESIGN; ALGORITHM; STRATEGY; VECTOR;
D O I
10.1109/ACCESS.2019.2938199
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper focuses on the control problem of wind energy conversion systems (WECSs) with direct-driven permanent magnet synchronous generator (PMSG) working in variable power output stage. A novel compound control scheme combined the active disturbance rejection controller (ADRC) and speed sensorless technology is proposed. In order to achieve maximum power point tracking (MPPT), a speed control loop is designed based on ADRC to improve the speed tracking ability and anti-disturbance ability of system. Moreover, considering the large amount of system model information, a model-assisted ADRC is designed on the nominal ADRC to improve the response speed of system and reduce the energy consumption for the system control. Additionally, to solve the contradiction between the requirement of speed sensor precision and the economy of system design, a speed observer based on current model is designed in alpha-beta coordinate system. Furthermore, a resistance observer is introduced to improve the convergence rate of the observer. And a position sensorless observer structure based on the speed observer is proposed. Finally, simulation studies are conducted to evaluate power tracking performances of the proposed speed-observer-based model assisted ADRC technology. It is shown that the proposed compound scheme exhibits significant improvements in both control performance and anti-disturbance ability with high observation precision compared with the normal ADRC method.
引用
收藏
页码:122663 / 122674
页数:12
相关论文
共 44 条
[11]   Adaptive Neural Network-Based Control for a Class of Nonlinear Pure-Feedback Systems With Time-Varying Full State Constraints [J].
Gao, Tingting ;
Liu, Yan-Jun ;
Liu, Lei ;
Li, Dapeng .
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2018, 5 (05) :923-933
[12]  
Gao ZQ, 2003, P AMER CONTR CONF, P4989
[13]   Improved Low-voltage Ride through Capability for PMSG Wind Turbine Based on Port-controlled Hamiltonian System [J].
Gui, Yonghao ;
Kim, Chunghun ;
Chung, Chung Choo .
INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2016, 14 (05) :1195-1204
[14]  
Han J., 1995, CONTROL DECISION, V10, P85, DOI DOI 10.13195/J.CD.1995.01.85.HANJQ.020
[15]   From PID to Active Disturbance Rejection Control [J].
Han, Jingqing .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2009, 56 (03) :900-906
[16]   Maximum power point tracking-based control algorithm for PMSG wind generation system without mechanical sensors [J].
Hong, Chih-Ming ;
Chen, Chiung-Hsing ;
Tu, Chia-Sheng .
ENERGY CONVERSION AND MANAGEMENT, 2013, 69 :58-67
[17]   A novel online training neural network-based algorithm for wind speed estimation and adaptive control of PMSG wind turbine system for maximum power extraction [J].
Jaramillo-Lopez, Fernando ;
Kenne, Godpromesse ;
Lamnabhi-Lagarrigue, Francoise .
RENEWABLE ENERGY, 2016, 86 :38-48
[18]   A review of conventional and advanced MPPT algorithms for wind energy systems [J].
Kumar, Dipesh ;
Chatterjee, Kalyan .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2016, 55 :957-970
[19]   Output Predictor-Based Active Disturbance Rejection Control for a Wind Energy Conversion System With PMSG [J].
Li, Shengquan ;
Li, Juan .
IEEE ACCESS, 2017, 5 :5205-5214
[20]   On the rejection of internal and external disturbances in a wind energy conversion system with direct-driven PMSG [J].
Li, Shengquan ;
Zhang, Kezhao ;
Li, Juan ;
Liu, Chao .
ISA TRANSACTIONS, 2016, 61 :95-103