Active Filter Control Strategies for Renewable Power Generation Systems using ANN Controller
S Sowmya1, V K Sai Sri Vasthava2, T Vijay Muni3
1S.Sowmya, Department of EEE, Koneru Lakshmauah Education Foundation, Vaddeswaram (A.P), India.
2V.K Sai Sri Vasthava, Department of EEE, Koneru Lakshmauah Education Foundation, Vaddeswaram (A.P), India.
3T.Vijay Muni, Department of EEE, Koneru Lakshmauah Education Foundation, Vaddeswaram (A.P), India.
Manuscript received on 07 March 2019 | Revised Manuscript received on 20 March 2019 | Manuscript published on 30 March 2019 | PP: 690-696 | Volume-8 Issue-5, March 2019 | Retrieval Number: E3324038519/19©BEIESP
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Abstract: Presently multi day’s Renewable imperativeness age structure being the growing new distress in making office, anyway to interface it with the Grid we required high power static PWM converters which are one of the explanation behind irritation in power quality in our system. Along these lines, In this paper we are proposing another control strategy which relies upon phony neural framework speculation used in unique power channel by using this the unlimited sources are synchronized with the structure just as upgrades control quality by compensating the present sounds and unequal current made by sudden disrupting impact in weight. The topology which is used for dynamic power channel is four-leg voltage source converter. The ANN controller isn’t simply improves the power quality; it similarly upgrades the full scale consonant bowing in current by smothering the music. The numerical showing of the proposed system is cleared up in the paper. The dynamic power channel is reproduced with two control technique, for instance, PI controller and ANN controller. The proliferation results and the unbelievable structure show the commonness of ANN controller over PI controller. The proposed circuit is attempted under different working condition through proliferation in MATLAB/SIMULINK and the results shows the force of the structure.
Keyword: Shunt Active Power Filter, Four-Leg Converters, PI Controller, ANN Controller, THD, Renewable Generation System.
Scope of the Article: Robotics and Control