Performance of DSTATCOM Using Leaky LMS Control Algorithm

被引:66
作者
Arya, Sabha Raj [1 ]
Singh, Bhim [1 ]
机构
[1] Indian Inst Technol Delhi, Dept Elect Engn, New Delhi 1100116, India
关键词
Distribution static compensator (DSTATCOM); leaky factor; learning rate; least mean square; load balancing; noise factor; ACTIVE POWER FILTERS; NEURAL-NETWORK; IMPLEMENTATION; DESIGN;
D O I
10.1109/JESTPE.2013.2266372
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
080906 [电磁信息功能材料与结构]; 082806 [农业信息与电气工程];
摘要
This paper describes a leaky least mean square-based control algorithm for a three-phase distribution static compensator (DSTATCOM) to mitigate multiple power quality problems such as reactive power, current harmonics, load unbalancing, and so on with self-supporting dc bus voltage of voltage source converter used as a DSTATCOM. The proposed control algorithm is implemented for the extraction of tuned weighted values of fundamental active and reactive power components of distorted load currents which are major components in reference supply currents. Developed DSTATCOM is operated under various operating conditions and its performance is found satisfactory.
引用
收藏
页码:104 / 113
页数:10
相关论文
共 34 条
[2]
[Anonymous], 2000, IEC6100032
[3]
[Anonymous], 2014, 5192014 IEEE
[4]
Benhabib MC, 2005, ISIE 2005: Proceedings of the IEEE International Symposium on Industrial Electronics 2005, Vols 1- 4, P827
[5]
Benysek G, 2012, Power theories for improved power quality
[6]
Das J.C., 2002, POWER SYSTEM ANAL SH, DOI DOI 10.1201/9780203908952
[7]
Performance comparison of two implementations of the leaky LMS adaptive filter [J].
Douglas, SC .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1997, 45 (08) :2125-2129
[8]
An efficient implementation of the modified filtered-X LMS algorithm [J].
Douglas, SC .
IEEE SIGNAL PROCESSING LETTERS, 1997, 4 (10) :286-288
[9]
Active power filters for harmonic cancellation in conventional and advanced aircraft electric power systems [J].
Eid, A. ;
Abdel-Salam, M. ;
El-Kishky, H. ;
El-Mohandes, T. .
ELECTRIC POWER SYSTEMS RESEARCH, 2009, 79 (01) :80-88
[10]
Active power filters: A review [J].
El-Habrouk, M ;
Darwish, MK ;
Mehta, P .
IEE PROCEEDINGS-ELECTRIC POWER APPLICATIONS, 2000, 147 (05) :403-413