Singh, Bhim ; Kasal, Gaurav Kumar (2006) Adaline based control of solid state voltage regulator for isolated asynchronous generators In: International Conference on Power Electronics, Drives and Energy Systems, 2006 PEDES '06, 12-15 Dec. 2006, New Delhi, India.
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Official URL: http://ieeexplore.ieee.org/document/4147844/
Related URL: http://dx.doi.org/10.1109/PEDES.2006.344349
Abstract
This paper deals with the adaline based control of a solid state voltage regulator (SSVR) for isolated asynchronous generator (IAG). With indirect current control, proposed control scheme uses a fast adaptive linear element (adaline) based neural network reference current extractor, which extracts the real positive sequence current component without any phase shift. The estimation of the reference current through adaline utilizes LMS (least means squire) algorithm to maintain online calculation of weights. A closed loop PI (proportional-integral) controller is used for regulating the DC bus of SSVR. The control scheme is verified for regulating the voltage of an isolated asynchronous generator in constant speed variable power application through simulation in MATLAB using Simulink and PSB (power system block) toolboxes.
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Source: | Copyright of this article belongs to Institute of Electrical and Electronics Engineers. |
| Keywords: | Neural Network; Asynchronous Generator; SSVR; Adaline |
| ID Code: | 109691 |
| Deposited On: | 04 Aug 2017 11:18 |
| Last Modified: | 04 Aug 2017 11:18 |
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