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Neural network prediction for dc-dc converter control
A part of this work was shown in :
H. Maruta,et. al., "Implementation of Neural Network and Bias Correction Controls for Fast Transient Response of DC–DC Converter," in IEEE Journal of Emerging and Selected Topics in Industrial Electronics, vol. 5, no. 2, pp. 392-401, April 2024, doi: 10.1109/JESTIE.2024.3374205.
H. Maruta,et. al.,"Transient Response of Reference Modified Digital PID Control DC-DC Converters with Neural Network Prediction", IEICE Transactions on Communications, Vol. E99.B, p. 2340-2350,2016.
Digitally controlled buck converter
Neural network based control
Transient response with conventional PID control
Transient response with neural network based control
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