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This letter investigates the effectiveness of a static neural network (NN) for monitoring of power electronic circuits. The NN is trained to form a mapping between the inputs and outputs of a power electronic circuit, which in this study is considered to be a full-bridge diode rectifier. Dynamic models have been used for the rectifier diodes. The ultimate objective of the designed NN is to provide...
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