A MPPT Control Method of Wind Turbines with Nonsingular and Fast Terminal Sliding Mode

doi:10.16182/j.issn1004731x.joss.201803043

Abstract

Abstract: In order to improve the energy capture efficiency of doubly-fed induction generator (DFIG), a control method is designed based on direct speed control (DSC) to achieve maximum power point tracking (MPPT). An effective wind speed estimator based on high-degree cubature Kalman filter (HCKF) and Newton-Raphson method (NR) is proposed for solving the difficulty in obtaining effective wind speed using traditional control strategy. A speed controller based on nonsingular fast terminal sliding mode surface is designed to obtain a faster speed response for the speed loop. The numerical simulation research of the 2.4MW wind turbine under rapidly variable wind conditions is carried out. The simulation results show that the improved control method can estimate the effective wind speed accurately and achieve better MPPT compared with the traditional control strategy.

Key words: wind turbine, MPPT, high-degree cubature Kalman filter, nonsingular fast terminal sliding mode control

CLC Number:

TM315

Li Dazhong, Wu Feng. A MPPT Control Method of Wind Turbines with Nonsingular and Fast Terminal Sliding Mode[J]. Journal of System Simulation, 2018, 30(3): 1109-1117.

References 23

[1]	赵仁德, 王永军, 张加胜. 直驱式永磁同步风力发电系统最大功率追踪控制[J]. 中国电机工程学报, 2009, 29(27): 106-111.ZHAO Ren-de, WANG Yong-jun, ZHANG Jia-sheng. Maximum Power Point Tracking Control of the Wind Energy Generation System With Direct-driven Permanent Magnet Synchronous Generators[J]. Proceedings of the CSEE, 2009, 29(27): 106-111.
[2]	叶杭冶. 风力发电机组的控制技术[M]. 北京: 机械工业出版社, 2015: 92-94.YE Hang-ye. Control Technology of Wind Power Generation System[M]. Beijing: CHINA MACHINE PRESS , 2015: 92-94.
[3]	王秋瑾, 张新房. 基于WLS-SVM的变速风力机有效风速估计[J]. 系统仿真学报, 2005, 17(7): 1590-1593.WANG Qiu-jing, ZHANG Xin-fang. Effective Wind Speed Estimation for Variable Speed Wind Turbines Based on WLS-SVM[J]. Journal of system simulation, 2005, 17(7): 1590-1593.
[4]	茅靖峰. 基于扩张状态观测的永磁直驱风力发电系统MPPT自适应滑模控制[J]. 电力系统保护与控制, 2014, 42(18): 58-65.MAO Jing-feng. Adaptive sliding mode MPPT control for PMSG-based wind energy conversion systems based on extended state observer[J]. Power System Protection and Control, 2014, 42(18): 58-65.
[5]	K Mok.Wind speed estimation algorithm in the presence of observation noise[J]. Journal of Solar Energy Engineering(S0199-6231), 2009, 132(1): 937-937.
[6]	范晓旭. 大型风力发电机组线性二次型高斯最优控制策略[J]. 中国电机工程学报, 2010, 30(20): 100-105.FAN Xiao-xu. Linear Quadratic Gaussian Optimal Control Strategy for Large Wind Turbine[J]. Proceedings of the CSEE, 2010, 30(20): 100-105.
[7]	董海鹰. 基于自适应模糊神经网络的风速软测量[J]. 电力系统及其自动化学报, 2013, 25(1): 60-65.DONG Hai-ying. Wind Speed Soft Sensor Based on Adaptive Fuzzy Neural Network[J]. Proceedings of the Chinese Society of Universities, 2013, 25(1): 60-65.
[8]	童亦斌. MW级风电机组最大功率追踪复合控制策略[J]. 农业机械学报, 2011, 42(9): 129-132.DONG Yi-bing. Maximum Power Point Tracking Compound Control Strategy of MW Level Wind Turbines [J]. Transactions of the Chinese Society for Agricultural Machinery, 2011, 42(9): 129-132.
[9]	Simon Julier.A New Method for the Nonlinear Transformation of Means and Covariances in Filters and Estimators[J]. IEEE TRANSACTIONS ON AUTO- MATIC CONTROL(S0018-9286), 2000, 45(3): 477-482.
[10]	I Arasaratnam, S Haykin.Cubature Kalman Filters[J]. IEEE Transactions on automatic cont-rol (S0018-9286), 2009, 54(6): 1254-1269.
[11]	焦俊, 孔文, 辜丽川, 等. 基于UKF和SMO农用履带机器人滑动参数设计[J]. 系统仿真学报, 2015, 27(7): 1577-1583.Jiao Jun, Kong Wen, Gu Lichuan, et al. Sliding Parameters Calculation of Agricultural Tracked Robot Based on UKF and SMO[J]. Journal of system simulation, 2015, 27(7): 1577-1583.
[12]	刘万利, 张秋昭. 基于Cubature卡尔曼滤波的强跟踪滤波算法[J]. 系统仿真学报, 2014, 26(5): 1102-1107.LIU Wan-li, ZHANG Qiu-zhao. New Strong Tracking Filter Based on Cubature Kalman Filter[J]. Journal of system simulation, 2014, 26(5): 1102-1107.
[13]	崔乃刚, 张龙, 王小刚, 等. 自适应高阶容积卡尔曼滤波在目标跟踪中的应用[J]. 航空学报, 2015, 36(12): 3885-3895.CUI Nai-gang, ZHANG Long, WANG Xiao-gang, et al. Application of adaptive high-degree cubature Kalman filter in target tracking[J]. Acta Aeronautica ET Astronautica Sinica, 2015, 36(12): 3885-3895.
[14]	Jia Bin, Xin Ming.High-degree cubature Kalman filter[J]. Automatica(S0005-1098), 2013, 49(2): 510-518.
[15]	管冰蕾, 汤显波, 葛泉波. 未知测量噪声方差的平方根高阶容积 Kalman滤波[J]. 计算机应用研究, 2015, 32(9): 2626-2629.GUAN Bing-lei, TANG Xian-bo, GE Quan-bo. Square-root high-degree cubature Kalman filter with unknow measurement noise covariance[J]. Application Research Of Computers, 2015, 32(9): 2626-2629.
[16]	S T Venkataraman. Terminal sliding modes:a new approach to nonlinear control synthesis[R]. Advanced Robotics, 1991. 'Robots in Unstructured Environments', 91 ICAR., Fifth International Conference on: 443-448.
[17]	Yong Feng, Xinghuo Yu, Zhihong Man.Non-singular terminal sliding mode control of rigid manipulators[J]. Automatica(S0005-1098), 2002, 38(12): 2159-2167.
[18]	李升波, 李克强, 王建强, 等. 非奇异快速的终端滑模控制方法[J]. 信息与控制, 2009, 38(1): 1-8.LI Sheng-bo, LI Ke-qiang, WANG Jian-qiang, et al. Nonsingular and Fast Terminal Sliding Mode Control Method[J]. Information and Control \| Inf Contrl, 2009, 38(1): 1-8.
[19]	周硕, 王大志, 高忠庆. 永磁同步电机的非奇异快速终端滑模控制[J]. 电气传动, 2014, 44(11): 51-54.ZHOU Shuo, WANG Da-zhi, GAO Zhong-qing. Nonsingular Fast Terminal-sliding-mode Control for Permanent Magnet Synchronous Motor [J]. Electric Drive, 2014, 44(11): 51-54.
[20]	常雪剑, 刘凌, 崔荣鑫. 永磁同步电机非奇异快速终端可变边界层滑模控制[J]. 西安交通大学学报, 2015, 49(6): 53-59.CHANG Xue-jian, LIU Ling, CUI Rong-xin. A Nonsingular Fast Terminal Sliding Mode Controller with Varying Boundary Layers for Permanent Magnet Synchronous Motors[J] Journal of Xi'an Jiaotong University, 2015, 49(6): 53-59.
[21]	Lu Kunfeng, Xia Yuanqing.Adaptive attitude tracking control for rigid spacecraft with finite-time convergence[J]. Automatica(S0005-1098), 2013, 49(12): 3591-3599.
[22]	郭春岭, 田涛, 刘永昌. 基于LabVIEW的双馈风力发电机仿真[J]. 系统仿真学报, 2011, 23(增1): 331-335.GUO Chun-ling, TIAN Tao, LIU Yong-chang. Simulation of Doubly Fed Induction Generator for Wind Power on LabVIEW[J]. Journal of system simulation, 2011, 23(S1): 331-335.
[23]	何玉林, 黄帅. 基于前馈的风力发电机组变桨距控制[J]. 电力系统保护与控制, 2012, 40(3): 15-20.HE Yu-lin, HUANG Shuai. Variable pitch control of wind turbine based on feed forward[J]. Power System Protection and Control, 2012, 40(3): 15-20.