智能控制方法应用于APF的综述与展望Overview and Prospect on Application of Intelligent Control Methods to Active Power Filters
王晓刚;谢运祥;帅定新;
摘要(Abstract):
随着计算机技术和芯片技术的发展,智能控制方法将逐步进入实用化阶段。将智能控制方法用于控制有源电力滤波器(activepowerfilter,APF)可大大提高APF的各项性能。文章对模糊控制、人工神经网络、遗传算法等智能控制方法及其与其它方法结合构成的复合控制方法在APF中的应用现状进行了综述,比较和总结了上述控制方法的优缺点及存在的问题,并对智能控制方法应用于APF的发展方向进行了展望,指出将智能控制方法和非线性控制方法相结合,实现对APF的控制会是一个较有前途的发展方向。
关键词(KeyWords): 有源电力滤波器;智能控制;模糊控制;人工神经网络;遗传算法;复合控制
基金项目(Foundation):
作者(Author): 王晓刚;谢运祥;帅定新;
Email:
DOI:
参考文献(References):
- [1]EI-Habrouk M,Darwish K,Mehta P.Active power filters a review[C].IEE Proceedings-Electric Power Application,2000,147(5):403-413.
- [2]顾建军,徐殿国,刘汉奎,等.有源滤波技术现状及其发展[J].电机与控制学报,2003,7(2):126-132.Gu Jianjun,Xu Dianguo,Liu Hankui,et al.Active power filter technology and its development[J].Electric Machines and Control,2003,7(2):126-132(in Chinese).
- [3]Chen D H,Xie S J.Review of the control strategies applied to active power filters[C].IEEE International Conference on Electric Utility Deregulation,Restructuring and Power Technologies,Hong Kong,2004.
- [4]Dixon J,Contado J,Moran L.DC link fuzzy control for an active power filter,sensing the line current only[C].28th Annual IEEE Power Electronics Specialists Conference,St Louis,USA,1997.
- [5]Jain S K,Agrawal P,Gupta H O.Fuzzy logic controlled shunt active power filter for power quality improvement[J].IEE Proceedings of Electric Power Applications,2002,149(5):317-328.
- [6]陈宇,王碧芳,刘会金.基于模糊控制的有源电力滤波器控制方法[J].继电器,2005,33(16):40-45.Chen Yu,Wang Bifang,Liu Huijin.Fuzzy control applied to active power filter[J].Relay,2005,33(16):40-45(in Chinese).
- [7]He N,Wu J,Xu D G.The fuzzy soft-startup controller of active power filter[C].Power Electronics and Motion Control Conference,Portoroz,Slovenia,2006.
- [8]Yu D M,Guo Q D,Hu Q,et al.A novel DSP based current controller with fuzzy variable-band hysteresis for active power filters[C].IEEE/PES Transmission and Distribution Conference&Exhibition,Dalian,China,2005.
- [9]Mekri F,Mazari B,Machmoum M.Control and optimization of shunt active power filter parameters by fuzzy logic[J].Canadian Journal of Electrical and Computer Engineering,2006,31(3):127-134.
- [10]Shoulaie A,Ramezanpoor P,Amirkhani H.Control of multilevel-inverters for active power filters using a fuzzy space-vector method[C].IEEE Proceedings-International Symposium on Industrial Electronics,Guimaraes,Portugal,1997.
- [11]Mishra S.TS-Fuzzy controlled active power filter for load compensation[C].IEEE Proceedings-Power Engineering Society General Meeting,Montreal,Canada,2006.
- [12]Round S D,Mohan N.Comparison of frequency and time domain neural network controllers for an active power filter[C].International Conference on Industrial Electronics Control and Instrumentation,Hawaii,1993.
- [13]王群,吴宁,王兆安.一种基于人工神经网络的谐波测量方法[J].电网技术,1999,23(1):29-32.Wang Qun,Wu Ning,Wang Zhaoan.An artificial neural network approach for measuring harmonics[J].Power System Technology,1999,23(1):29-32(in Chinese).
- [14]Vazquez J R,Salmeron P R.Three-phase active power filter control using neural networks[C].10th Mediterranean Electrotechnical Conference,Lemesos,Cyprus,2000.
- [15]Djaffar O A,Patrice W,Jean M,et al.A unified artificial neural network architecture for active power filters[J].IEEE Trans on Industrial Electronics,2007,54(1):61-76.
- [16]Ahdeslam D O,Wira P,Merckle J,et al.A neural approach for the control of an active power filter[C].Proceeding of5th International Power Electronics Conference,Niigata,Japan,2005.
- [17]Wang X H,He Y G.Fuzzy neural network based predictive control for active power filter[C].International Conference on Power System Technology,Chongqing,China,2006.
- [18]Fan S S,Wang X H,Zhou Y S.Neural network based predictivecontrol for active power filter[C].30th Annual IEEE Industrial Electronics Society Conference,Busan,Korea,2004.
- [19]李乔.并联型混合有源电力滤波器的自抗扰与H∞鲁棒控制[D].广州:华南理工大学,2004.
- [20]Miret J,Luis G V,Castilla M,et al.A simple sliding mode control of an active power filter[C].Power Electronics Specialists Conference,Aachen,Germany,2004.
- [21]周卫平,吴正国,刘大明,等.有源电力滤波器变趋近律滑模变结构控制[J].中国电机工程学报,2005,25(23):91-94.Zhou Weiping,Wu Zhengguo,Liu Daming,et al.The variable reaching law sliding mode control strategy for three-phase three-wire active power filter[J].Proceedings of the CSEE,2005,25(23):91-94(in Chinese).
- [22]龙英文.变结构控制理论问题及在有源电网调节器中的应用[D].杭州:浙江大学,2003.
- [23]Fan S S,Wang Y N.Fuzzy model predictive control for active power filter[C].IEEE Proceedings-Electric Utility Deregulation,Restructuring and Power Technologies Conference,Hong Kong,2004.
- [24]王伟,周林,徐明.有源电力滤波器控制方法综述[J].继电器,2006,34(20):81-86.Wang Wei,Zhou Lin,Xu Ming.Control method of active power filter[J].Relay,2006,34(20):81-86(in Chinese).
- [25]Lee T S,Tzeng K S,Chong M S.Fuzzy iterative learning control for three-phase shunt active power filters[C].IEEE Proceedings-International Symposium on Industrial Electronics,Montreal,Canada,2006.
- [26]Sung-hoe H,Gwi-Tae P.An adaptive fuzzy controller for power converters[C].IEEE Proceedings-Fuzzy System Conference,Seoul,Korea,1999.
- [27]佟绍成.非线性系统的自适应模糊控制[M].北京:科学出版社,2006.
- [28]纪志成,沈艳霞,薛花.无刷直流电机自适应模糊控制的研究[J].中国电机工程学报,2005,25(5):104-109.Ji Zhicheng,Shen Yanxia,Xue Hua.Study on the adaptive fuzzy control for brushless DC motor[J].Proceedings of the CSEE,2005,25(5):104-109(in Chinese).