基于人工免疫算法的配电网滤波器优化配置方法Optimal Filter Configuration for Distribution Network Based on Artificial Immune Algorithm
李习武;赵宏伟;李娜;沈小东;王丽萍;
摘要(Abstract):
现有滤波器优化配置方法普遍依据工程经验近似求得,优化程度较低,基于此,提出了一种基于免疫算法的配网无源滤波器优化配置方法。首先建立了系统各次谐波的节点导纳矩阵,采用网络固有结构法确定配电网络中各次谐波滤波器的最佳配置位置;然后采用人工免疫算法优化滤波器参数,可在保证网络各节点谐波电压和总谐波畸变率符合谐波标准以及滤波器安全可靠运行的前提下,使全网滤波器投资最少。算例结果表明了该方法的有效性。
关键词(KeyWords): 配电网;滤波器优化配置;网络固有结构法;人工免疫算法;谐波电压畸变
基金项目(Foundation):
作者(Author): 李习武;赵宏伟;李娜;沈小东;王丽萍;
Email:
DOI: 10.13335/j.1000-3673.pst.2010.05.033
参考文献(References):
- [1]Chang W K,Grady W M.Minimizing network harmonic voltage distortion with an active power line conditioner[J].IEEE Transactions on Power Delivery,1991,6(4):1690-1697.
- [2]Chang W K,Grady W M,Samotyj M J.Meeting IEEE-519harmonic voltage and voltage distortion constrains with an active power line conditoner[J].IEEE Transactions on Power Delivery,1994,9(3):1531-1537.
- [3]Thomas H O,Takashi H.Distribution system harmonic filter planning[J].IEEE Trans on Power Delivery,1996,11(4):2005-2012.
- [4]康立山,谢云,罗祖华.模拟退火算法[M].北京:科学出版社,2000:120-124.
- [5]Richards G G,Yang H.Distribution system harmonic worst case design using a genetic algorithm[J].IEEE Trans on Power Delivery,1993,8(3):1484-1491.
- [6]赵曙光,王宇平,焦李成,等.基于自适应遗传算法的无源电力滤波器综合优化方法[J].中国电机工程学报,2004,24(7):175.Zhao Shuguang,Wang Yuping,Jiao Licheng,et al.Adaptive genetic algorithm based optimal design approach for passive power filters[J].Proceedings of the CSEE,2004,24(7):175(in Chinese).
- [7]Resende,Samesima.The inherent structure theory of networks and admittance matrix sparsity relationship[C].Proceedings of10th ICHPQ,Rio de Janeiro,Brazil,2002.
- [8]林志清,秦东,杨洪耕.基于灵敏度分析的网络固有结构理论的应用研究[J].四川电力技术,2005,1(16):15-18.Lin Zhiqing,Qin Dong,Yang Honggeng.The research for inherent structure theory of network based on a sensitivity analysis[J].Sichuan Electric Power Technology,2005,1(16):15-18(in Chinese).
- [9]余欣梅,李妍,熊信艮,等.基于PSO考虑谐波影响的补偿电容器优化配置[J].中国电机工程学报,2003,23(2):26-30.Yu Xinmei,Liyan,Xiong Xinyin,et al.Optimal shunt capacitor placement using particle swarm optimization algorithm with harmonic distortion consideration[J].Proceedings of the CSEE,2003,23(2):26-30(in Chinese).
- [10]赵勇,邓红英,李建华,等.基于机会约束规划的配电网络滤波装置优化配置[J].中国电机工程学报,2001,21(1):13-18.Zhao Yong,Deng Hongying,Li Jianhua,et al.Chance constrained programming based optimal allocation of harmonic filters on a distribution network[J].Proceedings of the CSEE,2001,21(1):13-18(in Chinese).
- [11]焦李成,杜海峰,刘芳,等.免疫优化计算学习与识别[M].北京:科学出版社,2006:246-248.
- [12]蒙文川,邱家驹.基于免疫算法的配电网重构[J].中国电机工程学报,2006,26(17):27-29.Meng Wenchuan,Qiu Jiaju.An artificial immune algorithm todistribution network reconfiguration[J].Proceedings of the CSEE,2006,26(17):27-29(in Chinese).
- [13]鲁忠燕,邓集祥,汪永红.基于免疫粒子群算法电力系统无功优化[J].电网技术,2008,32(24):55-59.Lu Zhongyan,Deng Jixiang,Wang Yonghong.Reactive power optimization based on particle swarm optimization algorithm with immunity[J].Power System Technology,2008,32(24):55-59(in Chinese).
- [14]翁俐民,王渺.改进的遗传算法在谐波抑制中的应用[J].电网技术,2000,24(4):23-26.Weng Limin,Wang Miao.Application of improved genetic algorithm to restrain harmonics in distribution system[J].Power System Technology,2000,24(4):23-26(in Chinese).
- [15]熊虎岗,程浩忠,胡泽春,等.基于混沌免疫混合算法的多目标无功优化[J].电网技术,2007,31(11):34-37.Xiong Hugang,Cheng Haozhong,Hu Zechun,et al.A hybrid algorithm based on chaos optimization algorithm and immune algorithm for multi-objective optimal reactive power flow[J].Power System Technology,2007,31(11):34-37(in Chinese).
- [16]钟红梅,任震,张勇军,等.免疫算法及其在电力系统无功优化中的应用[J].电网技术,2004,28(3):16-19.Zhong Hongmei,Ren Zhen,Zhang Yongjun,et al.Immune algorithm and its application in power system reactive power optimization[J].Power System Technology,2004,28(3):16-19(in Chinese).
- [17]贺峰,熊信艮,吴耀武.改进免疫算法在电力系统电源规划中的应用[J].电网技术,2004,28(11):43-49.He Feng,Xiong Xinyin,Wu Yaowu.Application of modified immune algorithm in power system generation expansion planning[J].Power System Technology,2004,28(11):43-49(in Chinese).
- [18]王兆安,杨君,刘进军.谐波抑制和无功功率补偿[M].北京:机械工业出版社,1998:30-35.