Research Article
Enhancing the Control Performance of Automatic Voltage Regulator for Marine Synchronous Generator by Using Interactive Adaptive Fuzzy Algorithm
@INPROCEEDINGS{10.1007/978-3-030-77424-0_31, author={Xuan-Kien Dang and Viet-Dung Do and Van-Tinh Do and Le Anh-Hoang Ho}, title={Enhancing the Control Performance of Automatic Voltage Regulator for Marine Synchronous Generator by Using Interactive Adaptive Fuzzy Algorithm}, proceedings={Industrial Networks and Intelligent Systems. 7th EAI International Conference, INISCOM 2021, Hanoi, Vietnam, April 22-23, 2021, Proceedings}, proceedings_a={INISCOM}, year={2021}, month={5}, keywords={Adaptive fuzzy control Automatic voltage regulator Interactive adaptive Synchronous generator Varying output voltage}, doi={10.1007/978-3-030-77424-0_31} }- Xuan-Kien Dang
Viet-Dung Do
Van-Tinh Do
Le Anh-Hoang Ho
Year: 2021
Enhancing the Control Performance of Automatic Voltage Regulator for Marine Synchronous Generator by Using Interactive Adaptive Fuzzy Algorithm
INISCOM
Springer
DOI: 10.1007/978-3-030-77424-0_31
Abstract
Currently, Adaptive Fuzzy Control is considered the most effective tool in the nonlinear control system. In this paper, we studied an automatic voltage regulator (AVR) system based on the Interactive Adaptive Fuzzy Algorithm (IAFA) to change the field excitation of the synchronous generator maintaining constant terminal voltage under the effect of unknown disturbances. The Fuzzy function calibrates the AVR controller to adapt to the varying output voltage of the generator, and its performance was compared with that of the recently used tuning methods for the same system configuration and operating conditions to validate the effectiveness of the proposed method. The results show that the proposed AVR-based IAFA method outperformed its conventional counterparts in terms of stability voltage response brings us high performance in simulation and experiment.
