DocumentCode :
2663228
Title :
Mitigation of Current Harmonic Using Adaptive Neural Network with Active Power Line Conditioner
Author :
Banaei, M.R. ; Hosseini, S.H.
Author_Institution :
Electr. Eng., Azarbaijan Univ. of Tarbiat Moallem, Tabriz
Volume :
2
fYear :
2006
fDate :
14-16 Aug. 2006
Firstpage :
1
Lastpage :
5
Abstract :
This paper deals with special active power line conditioner (APLC), which is based, the same as UPQC, on integration of series and shunt power converters sharing a common DC link. In this paper the main purpose of the shunt inverter is to compensate the reactive power and current harmonics caused by nonlinear load. In addition, a simple structure feed forward neural network is presented for the separate of harmonic current components in nonlinear current load. It is known that loss reduction can be proposed in the parallel paths and also parallel transformers too. The aim of series power converter of APLC is to control power flow in order to reduce losses of distribution system, suggested APLC not only performs the functions of UPQC but also can effectively reduce power losses in parallel paths. Simulation results, carried out by PSCAD/EMTDC, show that the proposed strategy using adaptive neural network can effectively reduce power losses and eliminate harmonic currents for sensitive nonlinear loads
Keywords :
feedforward neural nets; invertors; power conversion harmonics; power distribution control; power distribution lines; power system CAD; static VAr compensators; APLC; PSCAD-EMTDC; active power line conditioner; adaptive neural network; current harmonics; feed forward neural network; power distribution system; power flow control; reactive power compensation; series power converter; shunt inverter; shunt power converter; Adaptive systems; Control systems; Feedforward neural networks; Feeds; Inverters; Load flow; Neural networks; Power system harmonics; Reactive power; Transformers; APLC; adaptive neural network; harmonic current; loss reduction;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Power Electronics and Motion Control Conference, 2006. IPEMC 2006. CES/IEEE 5th International
Conference_Location :
Shanghai
Print_ISBN :
1-4244-0448-7
Type :
conf
DOI :
10.1109/IPEMC.2006.4778094
Filename :
4778094
Link To Document :
بازگشت