Bacterial foraging technique-based optimized active power filter for load compensation

被引:171
作者
Mishra, S. [1 ]
Bhende, C. N. [1 ]
机构
[1] Indian Inst Technol Delhi, Dept Elect Engn, New Delhi 110016, India
关键词
bacterial foraging; power-quality improvement and dynamic behavior of the controller; shunt active power filter;
D O I
10.1109/TPWRD.2006.876651
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The conventional method of obtaining the coefficients of proportional plus integral (PI) controllers for the active power filter utilizes a linear model of the PWM inverter. The values so obtained may not give satisfactory results for a wide variation in operating conditions. This paper presents a new algorithm based on the foraging behavior of E-coli Bacteria in the human intestine, to optimize the coefficients of the PI controller. Through the simulation results, it is observed that the dynamic response of the bacterial foraging PI (BF-PI) controller is quite satisfactory. The proposed BF technique is compared with the genetic algorithm (GA) and found to converge faster than GA to reach the global optimum solution.
引用
收藏
页码:457 / 465
页数:9
相关论文
共 12 条
[1]   INSTANTANEOUS REACTIVE POWER COMPENSATORS COMPRISING SWITCHING DEVICES WITHOUT ENERGY-STORAGE COMPONENTS [J].
AKAGI, H ;
KANAZAWA, Y ;
NABAE, A .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 1984, 20 (03) :625-630
[2]   An instantaneous reactive volt-ampere compensator and harmonic suppressor system [J].
Chatterjee, K ;
Fernandes, BG ;
Dubey, GK .
IEEE TRANSACTIONS ON POWER ELECTRONICS, 1999, 14 (02) :381-392
[3]   SURVEY OF ACTIVE POWER-LINE CONDITIONING METHODOLOGIES [J].
GRADY, WM ;
SAMOTYJ, MJ ;
NOYOLA, AH .
IEEE TRANSACTIONS ON POWER DELIVERY, 1990, 5 (03) :1536-1542
[4]   A control algorithm for three-phase three-wired active power filters under nonideal mains voltages [J].
Huang, SJ ;
Wu, JC .
IEEE TRANSACTIONS ON POWER ELECTRONICS, 1999, 14 (04) :753-760
[5]   Design simulation and experimental investigations on a shunt active power filter for harmonics and reactive power compensation [J].
Jain, SK ;
Agarwal, P ;
Gupta, HO .
ELECTRIC POWER COMPONENTS AND SYSTEMS, 2003, 31 (07) :671-692
[6]   Fuzzy logic controlled shunt active power filter for power quality improvement [J].
Jain, SK ;
Agrawal, P ;
Gupta, HO .
IEE PROCEEDINGS-ELECTRIC POWER APPLICATIONS, 2002, 149 (05) :317-328
[7]  
Li PK, 2002, 2002 IEEE REGION 10 CONFERENCE ON COMPUTERS, COMMUNICATIONS, CONTROL AND POWER ENGINEERING, VOLS I-III, PROCEEDINGS, P1818
[8]   A hybrid least square-fuzzy bacterial foraging strategy for harmonic estimation [J].
Mishra, S .
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2005, 9 (01) :61-73
[9]  
Passino KM, 2002, IEEE CONTR SYST MAG, V22, P52, DOI 10.1109/MCS.2002.1004010
[10]   A Study of Active Power Filters Using Quad-Series Voltage-Source PWM Converters for Harmonic Compensation [J].
Peng, Fang-Zhang ;
Akagi, Hirofumi ;
Nabae, Akira .
IEEE TRANSACTIONS ON POWER ELECTRONICS, 1990, 5 (01) :9-15