期刊文献+

遗传算法在PMU优化配置中的应用 被引量:6

Application of Genetic Algorithm in Optimizing the Configuration of PMU
下载PDF
导出
摘要 基于GPS的同步相量测量单元(PMU)是一种新型的高精度测量装置,能够测量母线电压相量。由于经济和技术等方面的原因,每个节点都配置PMU还不能成为现实。为此,提出了在传统的状态估计的基础上,部分安装PMU以后的状态估计模型。基于此模型,以提高状态估计的精度为目标,引入遗传算法,应用遗传算法的全局搜索特性,自动获取和积累有关搜索空间的知识,并自适应地控制搜索过程来优化PMU的配置数量和安装位置,并用IEEE 14节点网络验证了算法的可行性。 GPS-based synchronous phasor measurement unit (PMU) is a new high-accuracy measuring equipment, and can collect state information of power system. For the consideration of economy and technology, it is not practical that PMU is allocated in every nodes. The model of a new measuring system partially equipped PMU is proposed based on traditional state estimation. In order to enhance the precision of state estimation, genetic algorithm is introduced, which is a global search method and can automatically access to accumulated knowledge of search features. The number and location of PMU are optimized by adaptive control of genetic algorithm. The feasibility of the proposed method is verified by IEEE14-node system.
出处 《电力系统及其自动化学报》 CSCD 北大核心 2009年第1期48-51,共4页 Proceedings of the CSU-EPSA
基金 四川省应用基础研究项目(07J13-071)
关键词 相角量测单元 状态估计 电力系统 遗传算法 phasor measurement unit (PMU) state estimation power system genetic algorithm
  • 相关文献

参考文献6

  • 1彭疆南,孙元章,王海风.考虑系统完全可观测性的PMU最优配置方法[J].电力系统自动化,2003,27(4):10-16. 被引量:109
  • 2Monticelli A, Wu F F. Network observability:theory [J]. IEEE Trans on Power Apparatus and Systems, 1985,104(5) : 1042-1048.
  • 3Phadke A G. Synchronized phasor measurements in power systems [J]. IEEE Computer Applications in Power, 1993,6(2) : 10-15.
  • 4Nuqiu R F,Phadke A G. Phasor measurement unit placement based on incomplete observability[C]// 2002 IEEE Power Engineering Society Summer Meeting. Chicago ,USA : 2002.
  • 5Cho K S,Shin J R,Hyun S H. Optimal placement of phasor measurement units with GPS receiver[C]// 2001 IEEE Power Engineering Society Winter Meeting. Columbus ,USA : 2001.
  • 6王克英,穆钢,陈学允.同步相量测量技术在潮流计算中的应用[J].电力系统及其自动化学报,2000,12(4):1-3. 被引量:8

二级参考文献11

  • 1高厚磊,江世芳,贺家李.利用卫星时间作基准的电力系统同步相量测量[J].电力系统及其自动化学报,1995,7(4):33-40. 被引量:17
  • 2郭强,刘晓鹏,吕世荣,夏道止.GPS同步时钟用于电力系统暂态稳定控制的初步研究[J].电力系统及其自动化学报,1996,8(3):23-28. 被引量:6
  • 3卢志刚,郝玉山,康庆平,杨以涵.电力系统相角测量和应用[J].电力系统自动化,1997,21(4):41-43. 被引量:43
  • 4[1]Monticelli A, Wu F F. Network Observability Theory. IEEE Trans on Power Apparatus and Systems, 1985, 4(5): 1042~1048
  • 5[2]Phadke A G. Synchronized Phasor Measurements in Power Systems. IEEE Computer Applications in Power, 1993, 6(2): 10~15
  • 6[4]BttrnelL Jr R O, Butts M M, Sterlirm P S. Power System Applications for Phasor Measurement Units. IEEE Computer Applications in Power, 1994, 7(1): 8~13
  • 7[5]Phadke A G. State Estimation with Phasor Measurements. IEEE Trans on Power Systems, 1986, 1(1): 233~241
  • 8[8]Cho K S, Shin J R, Hyun S H. Optimal Placement of Phasor Measurement Units with GPS Receiver. In: Fifth International Conference on Power System Control. Seoul (South Korean): 2001
  • 9[9]Glover F, Laguna M. Tabu Search. Boston Hardbound: Kluwer Academic Publishers, 1997
  • 10[10]Mori H, Sone Y. Tabu Search Based Meter Placement for Topological Observability in Power System State Estimation. In: Proceedings of the 1999 IEEE Transmission and Distribution Conference. Rio de Janeiro (Brazil): 1999

共引文献110

同被引文献67

引证文献6

二级引证文献98

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部