DocumentCode :
23225
Title :
Back-Propagation Control Algorithm for Power Quality Improvement Using DSTATCOM
Author :
Singh, Bawa ; Arya, Sabha Raj
Author_Institution :
Dept. of Electr. Eng., Indian Inst. of Technol. Delhi, New Delhi, India
Volume :
61
Issue :
3
fYear :
2014
fDate :
Mar-14
Firstpage :
1204
Lastpage :
1212
Abstract :
This paper presents an implementation of a three phase distribution static compensator (DSTATCOM) using a back propagation (BP) control algorithm for its functions such as harmonic elimination, load balancing and reactive power compensation for power factor correction, and zero voltage regulation under nonlinear loads. A BP-based control algorithm is used for the extraction of the fundamental weighted value of active and reactive power components of load currents which are required for the estimation of reference source currents. A prototype of DSTATCOM is developed using a digital signal processor, and its performance is studied under various operating conditions. The performance of DSTATCOM is found to be satisfactory with the proposed control algorithm for various types of loads.
Keywords :
backpropagation; digital signal processing chips; power supply quality; reactive power control; static VAr compensators; BP-based control algorithm; DSTATCOM; back-propagation control algorithm; digital signal processor; harmonic elimination; load balancing; load currents; phase distribution static compensator; power factor correction; power quality improvement; reactive power compensation; reactive power component; reference source current; Back propagation (BP) control algorithm; harmonics; load balancing; power quality; weights;
fLanguage :
English
Journal_Title :
Industrial Electronics, IEEE Transactions on
Publisher :
ieee
ISSN :
0278-0046
Type :
jour
DOI :
10.1109/TIE.2013.2258303
Filename :
6502692
Link To Document :
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