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cs.LG2025★ 13 cited
Software demodulation of weak radio signals using convolutional neural network
Mykola Kozlenko, Ihor Lazarovych, Valerii Tkachuk +1
In this paper we proposed the use of JT65A radio communication protocol for data exchange in wide-area monitoring systems in electric power systems. We investigated the software de…
cs.LG2025★ 2 cited
Software implemented fault diagnosis of natural gas pumping unit based on feedforward neural network
Mykola Kozlenko, Olena Zamikhovska, Leonid Zamikhovskyi
In recent years, more and more attention has been paid to the use of artificial neural networks (ANN) for diagnostics of gas pumping units (GPU). Usually, ANN training is carried o…