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Neural-Enhanced Single-Phase DG Systems with APF Capability
This chapter deals with the use of neural network (NN) to improve the performance of a distributed generation (DG) system with active power filtering (APF) capability. These two areas of power electronics have developed with recent advances in control system technology. As shown in Chapters 2 and 3, the same power circuit topology can be utilized for power control and active filtering as well. These functions can be performed by the same circuit with suitable NN control.
In particular, the inverter function is performed by a DG unit that, connected in parallel with the power grid, injects into the grid a current with phase and frequency equal to the corresponding ones of the grid ...
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