Adaptive proportional integral controller based on ann for dc link voltage control single-phase inverter connected to grid
2021 ◽
Vol 2
(2)
◽
pp. C20A22-1-C20A22-6
Keyword(s):
The output power of the inverter of a PV system is directly affected by the DC-link voltage. Hence an adaptive Proportional Integral controller based on Artificial Neural Networks is developed in this paper. MATLAB/Simulink is used for the simulation of the studied system in order to evaluate the performance of the proposed methods. Simulation results show that the proposed API-ANN is faster to track the DC-link voltage than the conventional method. The injected harmonics to the grid were significantly reduced with API-ANN (0.08 % of total harmonic distortion) in comparison with the classic PI with 4.23 %. The API-ANN gives a good performance than the classic PI.
2017 ◽
Vol 8
(4)
◽
pp. 1913
Keyword(s):
Keyword(s):
2019 ◽
Vol 6
(4)
◽
pp. 223-238
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2012 ◽
Vol 16
(3)
◽
pp. 1754-1761
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2019 ◽
Vol 8
(4S2)
◽
pp. 413-417
2020 ◽
Vol 17
(1)
◽
pp. 18
2021 ◽
Vol 10
(6)
◽
pp. 2921-2928
Keyword(s):
2021 ◽
Vol 11
(5)
◽
pp. 3763