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电网技术  2015 

基于灰色关联度的风机MPPT控制影响因素分析

DOI: 10.13335/j.1000-3673.pst.2015.02.023, PP. 445-449

Keywords: 风力发电,最大功率点跟踪,影响因素,灰色关联度

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Abstract:

鉴于现有研究未明确指出诸多因素对风机最大功率点跟踪控制性能的影响程度及其主导因素,基于灰色关联度理论定量评估了多种相关因素对最大功率点跟踪控制性能的影响程度。以多种影响因素作为子序列,包括空气密度、风速湍流强度、平均风速、风力机转动惯量、半径和最佳叶尖速比,将评估最大功率点跟踪控制性能的平均风能利用率作为主序列,通过灰色关联度分析获取这些因素对平均风能利用率的影响程度。研究结果表明,湍流强度和转动惯量是影响风机最大功率点跟踪控制性能的主导因素,应在风力机结构设计和最大功率点跟踪控制系统优化时重点考虑。

References

[1]  Qiao W,Zhou W,Aller J M,et al.Wind speed estimation based sensorless output maximization control for a wind turbine driving a DFIG[J].IEEE Transactions on Power Electronics,2008,23(3):1156-1169.
[2]  姚骏,廖勇,瞿兴鸿,等.直驱永磁同步风力发电机的最佳风能跟踪控制[J].电网技术,2008,32(10):11-15.Yao Jun,Liao Yong,QuXinghong,et al.Optimal wind-energy tracking control of direct-driven permanent magnet synchronous generators for wind turbines[J].Power System Technology,2008,32(10):11-15(in Chinese).
[3]  尹明,李庚银,张建成,等.直驱式永磁同步风力发电机组建模及其控制策略[J].电网技术,2007,31(15):61-65.Yin Ming,Li Gengyin,Zhang Jiancheng,et al.Modeling and control strategies of directly driven wind turbine with permanent magnet synchronous generator[J].Power System Technology,2007,31(15):61-65(in Chinese).
[4]  张小莲,李群,殷明慧,等.一种引入停止机制的改进爬山算法[J].中国电机工程学报,2012,32(14):128-134.Zhang Xiaolian,Li Qun,Yin Minghui,et al.An improved hill-climbing searching method based on halt mechanism[J].Proceedings of the CSEE,2012,32(14):128-134(in Chinese).
[5]  Fingersh L J,Carlin P W.Results from the NREL variable-speed test bed[C]//Proceedings of 17th ASME Wind Energy Symposium.Reno,NV:AIAA/ASME,1998:233-237.
[6]  Bossanyi E.Wind turbine control for load reduction[J].Wind Energy,2003,6(3):229-244.
[7]  Hand M M,Johnson K,Fingersh L,et al.Advanced control design and field testing for wind turbines at the National Renewable Energy Laboratory[R].Denver,Colorado:National Renewable Energy Laboratory,2004.
[8]  Pan C T,Juan Y L.A novel sensorless MPPT controller for a high-efficiency microscale wind power generation system[J].IEEE Transactions on Energy Conversion,2010,25(1):207-216.
[9]  Tang C,Pathmanathan M,Soong W L,et al.Effects of inertia on dynamic performance of wind turbines[C]//Australasian Universities Power Engineering Conference.Sydney,Australia:Australasina Universities,2008:1-6.
[10]  Tang C,Soong W L,Freere P,et al.Dynamic wind turbine output power reduction under varying wind speed conditions due to inertia[J].Wind Energy,2013,16(4):561-573.
[11]  耿华,杨耕,周伟松.考虑风机动态的最大风能捕获策略[J].电力自动化设备,2009(10):107-111.GengHua,Yang Geng,Zhou Weisong.MPPT strategy considering wind turbine dynamics[J].Electric Power Automation Equipment,2009(10):107-111(in Chinese).
[12]  Raza K S M,Goto H,Guo H J,et al.A novel algorithm for fast and efficient speed-sensorless maximum power point tracking in wind energy conversion systems[J].IEEE Transactions on Industrial Electronics,2011,58(1):29-36.
[13]  殷明慧,蒯狄正,李群,等.风机最大功率点跟踪的失效现象[J].中国电机工程学报,2011,30(18):40-47.Yin Minghui,KuaiDizheng,Li Qun,et al.A phenomenon of maximum power point tracking invalidity of wind turbines[J].Proceedings of the CSEE,2011,30(18):40-47(in Chinese).
[14]  Pan C-T,Juan Y-L.A novel sensorless MPPT controller for a high-efficiency microscale wind power generation system[J].IEEE Transactions on Energy Conversion,2010,25(1):207-216.
[15]  陈家伟,陈杰,龚春英.变速风力发电机组恒带宽最大功率跟踪控制策略[J].中国电机工程学报,2012,32(27):32-38.Chen Jiawei,Chen Jie,Gong Chunying.A constant-bandwidth MPPT strategy for variable-speed WECS[J].Proceedings of the CSEE,2012,32(27):32-38(in Chinese).
[16]  Johnson K,Fingersh L,Balas M,et al.Methods for increasing region 2 power capture on a variable-speed wind turbine[J].Journal of Solar Energy Engineering,2004,126(4):1092-1100.
[17]  Johnson K E.Adaptive torque control of variable speed wind turbines[D].Golden,Colorado:National Renewable Energy Laboratory,2004.
[18]  Pierce K.Control method for improved energy capture below rated power[C]//Proceedings of the ASME/JSME Joint Fluids Engineering Conference.San Francisco,California:ASME/JSME,1999:1-8.
[19]  张小莲,殷明慧,周连俊,等.风电机组最大功率点跟踪控制的影响因素分析[J].电力系统自动化,2013,37(22):15-21.Zhang Xiaolian,,Yin Minghui,Zhou Lianjun,et al.Analysis on factors affecting performance of MPPT control[J].Automation of Electric Power Systems,2013,37(22):15-21(in Chinese).
[20]  El-Fouly T H M,El-Saadany E F,Salama M M A.Improved grey predictor rolling models for wind power prediction[J].IET Generation Transmission & Distribution,2007,1(6):928-937.
[21]  曹建,范竞敏,安晨光.灰色关联度分析在变压器油色谱峰辨识中的应用[J].电网技术,2010,34(7):206-210.Cao Jian,Fan Jingmin,An Chenguang.Application of grey correlation analysis in chromatograph peak identification of transformer oil[J].Power System Technology,2010,34(7):206-210(in Chinese).
[22]  李辉,李学伟,胡姚刚,等.风电机组运行状态参数的非等间隔灰色预测[J].电力系统自动化,2012,36(9):29-34.Li Hui,Li Xuewei,Hu Yaogang,et al.Non-equidistant grey prediction on running condition parameters of a wind turbine generator system[J].Automation of Electric Power Systems,2012,36(9):29-34(in Chinese).
[23]  李彦斌,于心怡,王致杰.采用灰色关联度与TOPSIS 法的光伏发电项目风险评价研究[J].电网技术,2013,37(6):1514-1519.Li Yanbin,Yu Xinyi,Wang Zhijie.Risk assessment on photovoltaic power generation project by grey correlation analysis and TOPSIS method[J].Power System Technology,2013,37(6):1514-1519(in Chinese).
[24]  Abdelkafi A,Krichen L.New strategy of pitch angle control for energy management of a wind farm[J].Energy,2011(36):1470-1479.
[25]  Pucci M,Cirrincione M.Neural MPPT control of wind generators with induction machines without speed sensors[J].IEEE Transactions on Industrial Electronics,2011,58(1):37-47.
[26]  AckermannT.风力发电系统[M].北京:中国水利水电出版社,2010:1-30.
[27]  Mena Lopez H E.Maximum power tracking control scheme for wind generator systems[D].Texas A&M University,2013.
[28]  殷明慧,张小莲,叶星,等.一种基于收缩跟踪区间的改进最大功率点跟踪控制[J].中国电机工程学报,2012,32(27):24-31.Yin Minghui,Zhang Xiaolian,Ye Xing,et al.Improved MPPT control based on the reduction of tracking range[J].Proceedings of the CSEE,2012,32(27):24-31(in Chinese).
[29]  张绍良,张国良.灰色关联度计算方法比较及其存在问题分析[J].系统工程,1996,14(3):45-49.Zhang Shaoliang,Zhang Guoliang.Comparison between computation models of grey interconnect degree and analysis on their shortages[J].Systems Engineering,1996,14(3):45-49(in Chinese).
[30]  霍成军.电力系统负荷特性分析研究[D].天津:天津大学,2007.
[31]  International Electrotechnical Commission.IEC 61400-1:wind turbines-part 1:design requirements[S].Geneva:International Electrotechnical Commission,2005.
[32]  夏长亮,宋战锋.变速恒频风力发电系统变桨距自抗扰控制[J].中国电机工程学报,2007,27(14):91-95.Xia Changliang,Song Zhanfeng.Pitch control of variable speed constant frequency wind turbines based on active disturbance rejection controller[J].Proceedings of the CSEE,2007,27(14):91-95(in Chinese).
[33]  VivekAgarwal,Rakesh K Aggarwal,PravinPatidar,et al.A Novel Scheme for Rapid Tracking of Maximum Power Point in Wind Energy Generation Systems[J].IEEE transactions on Energy Conversion,2010,25(1):228-236.

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