Abstract: Given that the photovoltaic (PV) output is usually intermittent and fluctuating, the grid-connected PV inverter may often operate at half load or even light load conditions, and the ...
To solve the problems of feature extraction, data dimensionality reduction, gradient dissipation, low training efficiency, and poor real-time performance of CNN in fault classification and diagnosis.