Back-propagation control algorithm for power quality improvement using DSTATCOM

Singh, Bhim ; Arya, Sabha Raj (2014) Back-propagation control algorithm for power quality improvement using DSTATCOM IEEE Transactions on Industrial Electronics, 61 (3). pp. 1204-1212. ISSN 0278-0046

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Official URL: http://ieeexplore.ieee.org/document/6502692/

Related URL: http://dx.doi.org/10.1109/TIE.2013.2258303

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.

Item Type:Article
Source:Copyright of this article belongs to Institute of Electrical and Electronics Engineers.
Keywords:Weights; Back Propagation (BP) Control Algorithm; Harmonics; Load Balancing; Power Quality
ID Code:106052
Deposited On:07 Aug 2017 12:23
Last Modified:07 Aug 2017 12:23

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